YTCR01 · Arty Dzis · Core Realty Dubai

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Every frame that looks AI-generated or like an artificial stock/render. Each has a one-line what’s-wrong and what-to-do; the deep detail (artifacts, scores, what to replace with) is under “More”.

flagged

confirmed AI

to fix

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Aerial golden-hour view of Sheikh Zayed Road and the downtown Dubai skyline with Burj Khalifa; postcard-perfect cinematic city establishing shot

touch uplooks AI

Now · on screen

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0:33

What’s wrong: This is NOT AI and NOT a composite — it's real licensed aerial stock of Dubai (drone, golden hour). Upscaled, the geometry is fully coherent and geographically accurate: Sheikh Zayed Road with the correct curved flyover interchange and the metro line, a recognizable Burj Khalifa (correct tapering spire), Emirates Towers / Rose Rayhaan and neighboring towers with regular window rows and plausible masts/crowns. No AI artifacts: windows don't smear, buildings don't bleed into each other, the road topology makes sense, no hallucinated text/signage, reflections and atmospheric haze are physically plausible, and the real bus and cars sit correctly in their lanes. The viewer's problem isn't 'fake,' it's that this shot is FOREIGN to the cut: it's a glossy generic postcard stock cutaway that clashes with Arty's authored on-location footage (apartment window views, desert, camping) — it kills the 'we shot this' feel and reads as a bought insert. The original 'stock-AI Dubai skyline' flag is right about 'stock' but WRONG about 'AI.'

What to do: It can stay (it's a legal real stock shot), but bring it into the channel's look: 1) lay the project's master LUT/grade over it, knock down the blown-out sky near the sun and lift the shadows to take off the 'stock' sweetness; 2) add light grain/halation and compression to match the rest of the footage; 3) give it a barely-there slow push-in or parallax crop instead of a static flyover, so the shot doesn't look pulled straight out of a stock pack; 4) trim from 4s to ~2-2.5s — a generic establisher holds longer than it needs to. Be sure to verify the stock license (do we have usage rights).

realism

5/5

fit with video

2/5

Artifacts

NO AI artifacts found: building geometry is coherent, windows are regular, nothing smears or duplicates
The Sheikh Zayed Road flyover interchange and metro line have a sensible, geographically accurate topology
Burj Khalifa silhouette is correct (tapering spire), Emirates Towers and neighboring towers are recognizable and correctly proportioned
Tower antennas/crowns are plausible, no twisted or duplicated masts
Real vehicles (bus, cars) sit correctly in their lanes, shadows and scale are right
No hallucinated text/signage — no garbled lettering
Atmospheric haze and the golden-hour bloom near the sun are physically plausible, just like real drone stock
The only 'defect' is stylistic: glossy generic-postcard look and a slight compression softness, foreign to the authored on-location footage

Replace with: Best for authenticity — swap in REAL Arty footage as the Dubai establisher: a drive down the highway in the Jeep (dubai_driving/desert_drive) with the skyline in view, or a real city view from his apartment window (the project has skyline-through-window shots — qc20 city/city019), or a wide from the lake / Al Qudra. That keeps the 'we shot this' feel and removes the bought-postcard vibe. If you specifically need downtown/Burj, grab any of Arty's own shots against the city skyline (Core event / the move), and only fall back to stock if there's no wide of our own.

A blond man in a light beige suit and dark tie stands by a floor-to-ceiling office window looking out; a hazy generic Dubai skyline visible through the glass behind him

replaceconfirmed AImajor

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0:40

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C5227 mid 1-3s (Arty turning/gesturing toward camera, skyline behind) · static (subtle handheld) — Arty moves toward camera and raises arm 🗣 On-cam

hear (Arty VO): “What type of job, what type of strategy I used to obtain new clients? How I gained trust of my clients and investors?…”

🗣 on camera: “Keep watching to the end… after volleyball, a fresh glass of Kvas.”

What’s wrong: This is NOT Arty — it's an anonymous 'glossy businessman,' a stock/AI composite built on the standard cliche of 'man gazing pensively at the skyline.' On a personal Dubai broker's channel this faceless filler directly hurts trust: the viewer subconsciously reads 'staged/stock,' which is critical on a personal brand. There's no Core branding, so it isn't even a valid testimonial shot — just a decorative model that clashes with all the 'live' footage (interview, desert, Jeep, lake). 2 seconds of a stranger standing in for the 'face' breaks the authenticity of the clients chapter.

What to do: Replace the shot entirely with real Arty footage. If the timing really needs 2s of 'businessman/Dubai' under the 'Cli...' overlay, use a genuine shot of Arty by the window/city from the shoot day. Keep the 'Cli...' text overlay, swap the plate. Don't try to 'retouch' this clip — the problem isn't color, it's that this is a stranger's generated face.

realism

3/5

fit with video

1/5

Artifacts

Face is NOT Arty — a stranger model; plastic-smooth skin, an over-glossed cinematic highlight on the forehead and cheekbone, a soft asymmetric iris pattern, a blurry beard/cheek transition (typical AI 'polish')
Skyline in the window is generic: not a single recognizable silhouette (no clear Burj Khalifa / Marina spire), towers melt into haze with unphysical soft edges; heavy bokeh conveniently hides the generation details
The ceiling light strip breaks up into smeared irregular 'dashes,' the perspective line doesn't hold — a diffusion geometry artifact
The tie's floral print is incoherent: petals dissolve into noise instead of a repeating pattern; the tie and jacket fabric have no real weave texture
Collar/lapel are soft and slightly asymmetric; a halo glow along the hairline against the bright window
No Core branding -> the shot is not a verified testimonial, just decoration

Replace with: Best replacement for a clients chapter — a real Core event: Arty with clients / at a meeting (real faces, branding present). Backups from real footage: (1) Arty at the apartment's panoramic window with a real Dubai view — closest match to the 'by the glass with skyline' composition; (2) a lifestyle shot (desert/Jeep/lake/camping) if the chapter allows a scene change and you need to show a 'live' Arty rather than a staged one. Priority: Core event > apartment with window > lifestyle.

Same blond man in a tan suit, back three-quarter, gesturing with his arm toward a floor-to-ceiling window overlooking a generic Dubai skyline

replaceconfirmed AI

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0:42

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C5227 mid 1-3s (Arty gesturing/raising arm at the railing with skyline) · static (subject motion: Arty turns and raises arm toward camera) 🗣 On-cam

hear (Arty VO): “What type of job, what type of strategy I used to obtain new clients? How I gained trust of my clients and investors?…”

🗣 on camera: “Keep watching to the end… after volleyball, a fresh glass of Kvas.”

What’s wrong: This is NOT Arty and NOT Dubai. The shot is part of the 3-shot ch02 agenda montage (chapters CLIENT->ACQUISITION->STRATEGY, with 'Acquis...' typing in syllable by syllable across shots 019/020/021). It's a generated/stock AI composite of an anonymous blond man in a beige suit by a panoramic window. On its own the shot wouldn't stop the viewer, BUT it breaks at the seam: neighboring shots 019 and 021 show a softly-defocused DUBAI silhouette (slim supertalls, the Burj profile), while in shot 020 the glass shows a SHARP generic American-type downtown (LA-style block grid, parking lots, low-rise). Over 3 seconds the 'window view' jumps Dubai->US-city->Dubai — for a Dubai broker's channel that's a direct location mismatch. Plus shot 020 itself shows generation motion artifacts.

What to do: Replace shot 020 so the window view is DUBAI and matches the defocus of neighboring 019/021. Minimal fix without replacing the person: cut exactly the frame with the smeared arm and the doppelganger figure (it's the weakest of the three) — keep 019 and 021, and in place of 020 either hold 021/019 a beat longer or drop in a clean defocused pan. If you keep the model, use a take of the same stock/AI clip WITHOUT the arm gesture (static pose by the window) and with a Dubai silhouette behind the glass, to kill both the 'mitten hand' and the city swap. Severity med, not high, because it's a decorative 1s agenda cutaway under a lower-third, not a story moment.

realism

2/5

fit with video

2/5

Artifacts

The right arm reaching toward the glass = a smeared blob with no separate fingers, the hand fuses into a 'mitten' (typical AI/interpolation failure on a gesture, only partly excused by motion blur on a 1s shot)
A semi-transparent 'doppelganger': a second man in a light suit ghosts through and bleeds over the main subject — an onion-skin/morph artifact of AI video (model mid-transition between poses) or a heavy cross-dissolve; reads as an unnatural doubling of the figure
City mismatch: behind the glass is a SHARP American downtown (a central tower like the US Bank Tower, a mid-rise grid, parking lots, residential blocks), whereas neighboring shots 019/021 of the same montage show a defocused Dubai skyline of supertall spires
Focus/depth mismatch: the background in 020 is unnaturally sharp for a high-rise window view, while in 019/021 the same view is heavily defocused — different clips cut together as one scene
Over-cinematic stock grade (washed sky, haze, golden-warm suit) — doesn't match the real lighting of Arty's interview shoot
The model's face and hairline, conversely, are rendered clean and photoreal (in 019/021 the face is sharp and symmetric) — which is exactly why the insert superficially 'passes' as real, even though the motion and geometry give it away

Replace with: Best option — drop the anonymous AI 'broker' from the agenda montage and build the chapter lower-thirds (CLIENT/ACQUISITION/STRATEGY) on REAL Arty footage that's already in the project: apartment/panorama from a real Dubai location, Core event shots (business context under ACQUISITION/STRATEGY), or lifestyle blocks (desert/Jeep/lake/camping/volleyball) under the more 'human' chapters. That way the viewer sees the real Arty and the real Dubai — it removes the artifacts and builds trust instead of generic stock. If you still need a 'man by the window' for rhythm, use a real shot of Arty by the panoramic glass from the interview setup.

Close-medium of the blond beige-suited man looking off to the side, bright glass office with a hazy Dubai skyline behind

replaceconfirmed AImajor

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0:43

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C5227 mid 1-3s · static (subtle move toward camera, slight turn/gesture) 🗣 On-cam

hear (Arty VO): “What type of job, what type of strategy I used to obtain new clients? How I gained trust of my clients and investors? And most importantly, how to build my own success…”

🗣 on camera: “Keep watching to the end… after volleyball, a fresh glass of Kvas.”

What’s wrong: This is a synthetic 'generic Dubai businessman' — NOT Arty and NOT real footage shot for the video. The insert puts a stranger (the same AI model in #019/#020/#021) in the broker's place, which directly undermines viewer trust in a personal/testimonial video: on screen is an anonymous stock/AI actor in a high-end office with a fake skyscraper backdrop (not even real Dubai — generic downtown, closer to an LA cluster, no Burj Khalifa). Waxy plastic skin, painted-on stubble, glossy stock lighting on the model that doesn't match the flat murky background. In neighboring frames of the sequence you can see the morph: a second figure in a white suit appears and dissolves, the arm/body smears — classic AI-video instability.

What to do: Replace the entire shot #021 (and the whole #019-#021 'generic AI businessman by the window' string) with real Arty footage. If the ch02 structure needs 'a man thinking / gazing into the distance by a panoramic window' here, use a shot of Arty himself. If there's no such shot, better to cut it and fill the gap with a real Dubai aerial (already in the project — shot_021_t33 = real Sheikh Zayed Road / Burj Khalifa at sunset), keeping the 'Strate.../Strategy' title over the real city rather than over an AI actor.

realism

2/5

fit with video

1/5

Replace with: Real Arty footage for this beat: a shot of Arty in the apartment / by the panoramic window (if a static portrait was shot), or a Core event (Arty on stage / in a business setting — a precise fit for the 'Strategy/Acquisition' theme). For a backdrop cutaway — a real Dubai skyline aerial from the project (shot_021_t33). Lifestyle blocks (desert/Jeep/volleyball/lake/camping) don't fit ch02 'strategy/acquisition' thematically — keep those for emotional/personal chapters, not under business terms.

A man in a light grey-beige suit and tie seated at a desk in a bright office, over-the-shoulder of a second person opposite — generic business-meeting framing

replacelooks AI

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0:44

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C5223 whole clip (long take; use a mid 2-4s sustained-gesture window as VO bed) · handheld 🗣 On-cam

hear (Arty VO): “How I gained trust of my clients and investors? And most importantly, how to build my own success…”

🗣 on camera: “How was your volleyball today?” “It was my first time playing there.”

What’s wrong: Not AI — real cinematic corporate stock b-roll (anonymous actor, glass desk, real Dubai skyline in frame 021). Flagged broll_ai only for the generic stock vibe. The problem is editorial: a stranger from a stock library breaks the authored, personal feel of Arty's real-life channel.

What to do: Replace the anonymous stock clip with real Arty footage (office/meeting/Core event). Keep the Bui/Strate/Tru text overlay.

realism

5/5

Close-up of the blond beige-suited man looking off-frame, bright glass office, slight stubble, glossy skin

keeplooks AI

Now · keep as is

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0:45

What’s wrong: False positive: this is real footage of Arty in a glass office. The suspicion of an AI 'man in a beige suit' didn't hold up — the only added element is the channel's animated lower-third.

What to do: No edits needed. If the 'Tru...' title covers the face/eyeline, nudge the text further right/down.

realism

5/5

fit with video

5/5

Artifacts

Natural skin texture with pores, real stubble, asymmetric wrinkles
Honest catchlights in both eyes from the window
Optically correct shallow-DoF bokeh in the background
Neon-green 'Tru...' title on the left — that's overlay graphics, not an AI artifact

Replace with: No replacement needed — real shot.

Man in a dark suit walking toward camera on a rooftop terrace at golden hour, dreamy over-cinematic Dubai skyline (Burj Khalifa) hazy behind him

replaceconfirmed AImajor

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0:52

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C5285 end 2-3s (Burj Khalifa prominent) · tracking (forward, skyline/Burj Khalifa growing in frame) 🎬 B-roll · muted

hear (Arty VO): “based on the success of my clients and the people I work with here in Dubai.…”

What’s wrong: This is not Arty. Compared to the neighboring real shots (frame_024 is the actual Arty: slim, clean-shaven, in a cap and white polo; frame_026 is real b-roll of his Jeep on a Dubai street), shot #25 is clearly a different man: heavier build, beard, different jaw/nose shape, the typical glossy AI-generated 'model' look. This is the ch02 chapter-opener, the 'man-in-front-of-Burj-Khalifa' shot, and it introduces a fake protagonist to the viewer. On a broker's channel that runs entirely on personal trust, swapping the main subject's face for an AI stock man is a direct hit to credibility: an attentive viewer reads it as 'that's not him / that's AI' and the believability of the whole video drops.

What to do: Replace all of shot #25 (5s, 0:52, ch02 opener) with real Arty footage. If the timing/intent calls for a 'chapter opener with a Dubai skyline,' grab a real wide of Arty against the city/rooftop from the existing footage and lay in the same 'Built…' title and golden-hour grade. The AI figure has to go entirely — it damages trust more than the pretty picture is worth.

realism

2/5

fit with video

1/5

Artifacts

Face does NOT match the real Arty (frame_024): different skull/jaw shape, beard vs. clean-shaven, noticeably heavier build — an AI stock-model man's face
Skyline: Burj Khalifa with a melted/smeared spire, flanked by duplicated generic high-rises with no real geometry — a painterly AI silhouette
Blown-out, over-cinematic golden haze and a plastic sun on the left — unrealistic, 'generated' light
Rooftop terrace surface is a featureless gradient slab with no architectural detail; the parapet/railing dissolves, reflections are inconsistent
Lower (right) hand has soft, slightly deformed fingers — the classic AI hand artifact
Suit fabric and lapel geometry are mushy: seams/buttons unrendered, the three-piece vest edge oddly merges into the jacket
Complete texture mismatch with the rest of the video: the real shots are grainy and documentary (camp chair, real Jeep, real street), while this shot is a smooth 4K render

Replace with: From real Arty footage that works: (1) a drive/pan of Dubai with his Jeep (like frame_026 but cleaner) with the chapter title over it; (2) Arty at the lake / in the desert / camping at sunset (the golden hour there is real) — that's the honest 'Built / lifestyle' image; (3) if you specifically need 'man in front of the city,' a wide from the Core event or the apartment terrace where the real Arty is visible. Any of these preserves the channel's documentary credibility.

Black Jeep Wrangler driving away down a city road; surrounding cityscape is heavily smeared and melting with warped, hallucinated buildings and morphing edges (especially right and bottom)

keeplooks AI

Now · keep as is

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0:57

What’s wrong: The insert itself creates NO problem for the viewer — it's real footage, not AI. The primary classification is a false positive. Shot #26 (rep = shots/shot_030_t57.jpg, 0:57, ch02, 1s) is real b-roll: Arty's black Jeep Wrangler driving away down a Dubai road, shot on a tracking/driving pass. The 'building smear and morph' is heavy directional motion blur + the blown-out midday Dubai haze + the camera whipping past a foreground object (bright wall/post on the right), NOT AI generation. Evidence from neighboring shots in the same episode: shot_033 (0:58) is a tack-sharp drive-by of the same Jeep Wrangler SPORT with legible 'SPORT/WRANGLER' badges, Arty driving in a cap and sunglasses, a real mall facade; shot_028 (0:47) is Arty camping by the same real Jeep (plate '9183…', Jeep badge). On the Jeep itself in #26, when zoomed: correct rear end, spare tire with cover, brake lights, plate, mud tires, mirror — geometry is stable, identity doesn't drift, physics holds. The one real AI insert nearby is the ADJACENT shot_029 (0:52): a generated 'man in a suit walking on a rooftop' with the skyline and a 'Built' title — that's the fake, but it's a different shot, not #26.

What to do: Keep the shot as is (verdict=keep) — it's a valid real driving pass. No replacement or de-gen needed. Process action: REMOVE the AI flag on shot #26 in the QC manifest (false positive on heavy motion blur + overexposure). If the frame feels too 'dirty' for taste, that's an edit question, not an AI one: you can trim it slightly (it's already 1s) or tame the blow-out/haze with a light highlight rolloff, but that's cosmetic, not required. NOTE: the actual AI shot is RIGHT NEXT to it — shot_029 (0:52, 'man in a suit on a rooftop + Built title,' rep=shots/shot_029_t52.jpg). Redirect the flag and the work THERE, not to #26.

realism

5/5

fit with video

5/5

Artifacts

Geometry: buildings on the left and right are blurred but structurally coherent (glass facades, mullions, hedges, parking) — that's motion blur, NOT a structure-changing morph
Physics: horizontal smears on the asphalt and background = directional motion blur from camera/tracking movement; the Jeep is the sharpest element in frame (camera is tracking the car), which is physically correct
Vehicle: the Jeep Wrangler at 2x crop is fully consistent — covered spare tire, two brake lights, license plate, mud tires, rear mirror; nothing duplicates or melts
Light: sky blow-out and optical bloom (bright Dubai midday) create a milky haze — typical on-set overexposure, not AI fog
Right edge: the white 'melted' zone = foreground (wall/post/barrier) the camera whips past — near-object parallax, not a hallucination
Faces/hands/text: none present in shot #26 itself (rear view of the car) — nothing to check for AI finger/eye/letter defects
Context anchor: the neighboring real shot_033 (0:58) shows the same Wrangler SPORT with sharp badges and driver — direct proof that #26 is the same real footage

Replace with: No replacement needed — the footage is already real and organic (it IS authentic footage of Arty's Jeep). If for some reason you want a cleaner shot of the Jeep driving away from REAL Arty footage, the direct equivalent is the neighboring shot_033_t58.jpg (0:58): a sharp tracking shot of the same Wrangler SPORT with Arty driving by the mall. Also usable: the driving passes from the same ch02 chapter (shot_026_t44 / shot_027_t45 — the start of the driving block) or the camping shot shot_028_t47 (Arty by the Jeep in the desert). Source: real driving/Jeep/camping footage, already shot.

Dark-haired man in a white t-shirt sits relaxed on a white sofa in a luxury apartment, holding a cup, looking out a floor-to-ceiling window at the sea; the silhouette of Burj Al Arab is visible far right

replaceconfirmed AI

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2:28

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C5227 mid 1-3s (Arty raising arm / turning at the railing with skyline behind) · static 🗣 On-cam

hear (Arty VO): “I rented myself an apartment. It was Palm Jumeirah. I never thought I can live in such, being surrounded with such luxury.…”

🗣 on camera: “Keep watching to the end… after volleyball, a fresh glass of Kvas.”

What’s wrong: This is NOT Arty — it's a different man (different face, light-brown hair, a plain white t-shirt instead of his beige henley) in a different apartment. Generic stock/AI lifestyle 'man with coffee looking at a Dubai view,' dropped over the talking-head interview (the neighboring frame 045 is the real Arty: beige henley, DJI lav, real living room). For the viewer this is an inserted person-of-interest that breaks the identity continuity of ch05 ('pressure to relocate'): it looks like we're showing the subject, but it's a stranger. It hits the believability of the story. The background is the main tech tell: the 'skyline' on the right smears into an illegible mush with no architecture (no real Burj Al Arab/Marina), the 'rocky islands' are amorphous blobs, and in the next frame of the same shot (047, 2:31) the skyline is ALREADY DIFFERENT and looks more like generic Miami/Asia than Dubai. This is synthetic/upscaled stock being passed off as Dubai.

What to do: Replace the whole shot (idx 46, 2:28-2:31, ch05). If you must keep it, then at minimum: do NOT present this shot as 'the subject' — use it only as abstract mood b-roll with heavy blur / shorter than 1.5s, and kill the face recognizability (defocus / wider) so the viewer doesn't read him as Arty. But the right call is replace, because a stranger standing in for the subject can't be fixed with color.

realism

3/5

fit with video

1/5

Artifacts

Identity mismatch: the character is not Arty — different face, skull shape, light-brown hair; in the neighboring real frame 045 Arty is in a beige henley with a DJI lav, here it's a stranger in a white t-shirt
Skyline (right far ground) smears into an illegible blob of pseudo-towers with no coherent architecture — no Burj Al Arab silhouette, no recognizable Dubai landmarks; characteristic AI/upscale smear
Background inconsistency within a single shot: in frame 047 (drinking close-up, 2:31) the skyline is completely different (a dense generic Miami/Asia-style city) and the palm is positioned differently — real footage doesn't change its horizon over 3 seconds
Rocky islands in the water are amorphous texture blobs with no consistent shoreline geometry
Overall glossy commercial-stock aesthetic (perfect marble, zen pose, cup-by-the-window) clashes with the documentary look of the interview
Hands/cup/bare foot/sofa leg/marble reflection — NO artifacts, anatomy and physics are correct (that's why realism is medium, not low — the fake is given away by context and background, not by 'melting')

Replace with: Lay in REAL Arty footage under this same VO about the CEO/relocation pressure: (1) shots of Arty himself in his apartment at the floor-to-ceiling window with the view (if any lifestyle was shot at the same interview location) — that covers both the 'Dubai view' and identity; (2) if there's no apartment lifestyle of Arty, take a pensive/calm moment of Arty from other scenes (Al Qudra lake / camping — contemplation by the water at sunset, the Jeep through the desert as 'road/choice'); they sit thematically on 'pressure to relocate' and keep the real subject. Any of these real-Arty shots is strictly better than a stranger from stock.

Same man, tighter: sips from the cup at the floor-to-ceiling window, Dubai skyline over water visible through the glass behind him

keeplooks AI

Now · keep as is

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2:31

What’s wrong: False positive: real footage — a real person drinking from a cup at a floor-to-ceiling window, Dubai skyline over water in the background. No AI tells (5 fingers, pores/stubble, single light source).

What to do: Cosmetic if desired: kill the edge halo around the head against the sky, add some micro-contrast to the skyline.

realism

4/5

fit with video

4/5

Artifacts

Slight halo along the shoulder/hair edge against the bright sky (camera back-light, not AI)
Skyline and water through the glass are softly defocused — natural long-lens bokeh
Hand anatomy on the cup is correct, the bracelet casts a proper shadow

Replace with: No replacement needed — organic Arty footage.

Young businessman in a glass office studying a document, defocused cinematic city skyline behind him. Over-smoothed face, does not match Arty.

replacelooks AI

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5:58

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C5223 whole clip (long take) — sit on the segment where Arty is mid-gesture handling/holding something, ~1-4s in for the most active "working/explaining" beat · handheld 🗣 On-cam

hear (Arty VO): “So I never went reading the contracts like where they're going to scam me. What's wrong with the company asking reviews. I just came in, signed everything and started working.…”

🗣 on camera: “How was your volleyball today?” “It was my first time playing there.”

What’s wrong: This is NOT an AI generation. After comparing with the real Arty frame (shot_111_t309.jpg — him in the same beige mandarin-collar shirt), it's clear this is professional commercial b-roll / premium stock ('focused businessman with a document at a window with skyscrapers'), a real person, real camera. The problem is different: this is a DIFFERENT man (different facial type — heavier jaw, fuller hair, heavier stubble, over-smoothed stock skin), but dressed in the same beige mandarin-collar shirt as Arty. At speed the viewer takes him for the subject — and subconsciously catches the mismatch of 'kind of him, but not him.' For a Dubai broker's personal brand interview, inserting an outside stock lookalike hits trust harder than any AI artifact. On top of that, the sterile faceless stock office and cold blue grade clash with Arty's warm, specific, lived-in real footage (his apartment, the desert, the Jeep, the lake).

What to do: Replace the shot with real Arty footage. It isn't AI, but it's an outside stock lookalike in an office setting that breaks an authentic personal interview — can't keep it. If the cut needs 'studying a document / going through papers,' shoot/grab a short real shot of Arty himself with a document (his apartment, his hands, his lav mic is already in frame in the rest of the material). If a reshoot isn't possible — cut the insert and cover the slot with real Arty b-roll under the ch09 voiceover.

realism

5/5

fit with video

2/5

Artifacts

Hands/fingers: both hands hold the sheet anatomically correctly — 5 fingers, proper grip, normal tendons/knuckles, NO melting or extra fingers (the main AI test passes cleanly)
Sheet of paper: clean edges, natural bend, catches light correctly — no warping
Eyes/ears/teeth: symmetry, consistent catchlights, the ear is well-formed — no AI morphing
Shirt: collar, placket, buttons aligned, linen folds and texture physically correct — not AI fabric noise
Geometry/reflections: the glass partition and window mullions are straight, perspective is consistent, the laptop edge is a clean hard line
Skyline through the window: natural bokeh, NOT a smeared/repeating 'AI city'
Light: one cool daylight source from the right, shadows and glass reflections consistent — no double shadows / impossible light
The ONLY real problem is identity: the face belongs to a different person (not Arty), but the wardrobe is matched to the subject → false recognition

Replace with: From real footage: a shot of Arty in his Dubai apartment (same beige mandarin-collar shirt, shot_111_t309 — there he's seated, talking with his hands; there are surely adjacent takes where he looks at papers/laptop). Alternatives for 'work/documents/deal': a working moment at the laptop in the apartment, a Jeep drive through Dubai (dubai_driving exists in the project), or a lifestyle cutaway (desert / lake / camping / Core event) if the chapter is about lifestyle rather than literal 'papers.'

Man in a suit at a desk signing something, a dreamy composite of the Dubai skyline with Burj Khalifa in warm light behind him. Waxy face, over-cinematic background.

replaceconfirmed AImajor

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6:01

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Replace with (real clip)

C5285 end 2-3s (Burj Khalifa prominent) · tracking 🎬 B-roll · muted

hear (Arty VO): “What's wrong with the company asking reviews. I just came in, signed everything and started working. 9am you have to be at work.…”

What’s wrong: Shot #112 (6:01, ch09 'switching to the right agency') is an AI/stock generation, not real footage of Arty. An unfamiliar model man, waxy face, and an over-cinematic 'golden' Dubai composite that clash with all the rest of the channel's run-and-gun material. The viewer reads it as 'generated business stock': it breaks trust in the personal, documentary tone of the interview right at the moment Arty talks about choosing the right agency — and on screen is an impersonal metaphor image that's 'not from this video.'

What to do: Cut the AI insert and replace it with a real shot of Arty from the same thematic beat (ch09 — choosing the right agency / the broker's work). If you need exactly 4s for timing, grab real Arty b-roll: either a working moment (Core event, conversation/networking, a handshake, signing a real document) or a Dubai drive with the skyline through the Jeep/car window. Under the 'networking > calls' theme (the following chapter, ch10), a live shot of Arty at the Core event sits especially well. If there's no live 'signing,' cover with a neutral real Dubai city drive + voiceover on top, no staged business stock.

realism

2/5

fit with video

1/5

Artifacts

Hand with the pen (the main tell): the nib does NOT touch the paper — it hovers above the sheet, no contact point and no ink line; physically nothing to write with
The writing hand's fingers fuse into mush, joints and phalanges anatomically wrong, the finger/pen boundary smears (typical diffusion hand fail)
The pen barrel changes thickness along its length, nib/clip geometrically inconsistent
The left (resting) hand is soft, no clear bone structure, cuff and fingers bleed into each other
Facial skin is waxy, pores almost absent, over-smoothed — a synthetic portrait 'sheen'
Light on the face is a perfect soft cinematic key with no real highlights/shadows from the window; doesn't match the physics of a glass office
Skyline behind him: excessively artistic bokeh, the Burj Khalifa silhouette is plausible but the flanking towers are 'invented'/bleeding, no honest reflections in the glass
A unified warm teal-and-gold composite grade that doesn't match the color and dynamics of Arty's authored footage
The character is not Arty and not a participant from the shoot day: an impersonal stock model

Replace with: Best replacement from real footage: a shot of Arty at the Core event (handshake/networking/talking with a client) — directly answers 'the right agency.' Alternatives by priority: 1) a Dubai drive with the skyline through the Jeep window (gives the same 'Dubai establishing' vibe, but honest); 2) Arty in the apartment against the city panorama; 3) a real working moment at a desk/with documents, if one was shot. Desert/volleyball/lake/camping don't fit thematically here (those are lifestyle blocks, not 'business/agency') — don't use them for this slot.

Smiling man talking on the phone in a glass office, soft cinematic city skyline behind him in warm sunset light. Face doesn't match our subject.

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6:18

What’s wrong: Not AI and not a composite — this is real, professionally shot stock / cinematic b-roll ("successful businessman on the phone at a floor-to-ceiling window, sunset city skyline"). Proof: shots 116 and 117 are two consecutive frames of ONE continuous live clip (same actor turns his head, the phone hand stays consistent, the skyline tracks with correct parallax, and on 117 the "LOW Conversion Rate" graphic comes in). No generation artifacts: the hand is anatomically correct (5 fingers, natural knuckles, freckles that match the face), the window bokeh is genuine optical lens blur with a correctly shaped Burj Khalifa silhouette, and the window mullion is geometrically straight. The only real issue is editorial: this is a lookalike, not Arty (frame 115 shows the real Arty in the same linen mandarin collar) — a stock "successful businessman" used as generic illustration. A sharp-eyed viewer reads it as a bought stock shot, which slightly dents the personal-brand authenticity, but it does NOT read as fake/AI.

What to do: Keep the clip technically as is (realism 5/5, clean cut), but take the focus off the lookalike: either trim the shot so the stranger's face doesn't linger in focus (hold it as a quick 0.5–1s cutaway under the "LOW Conversion Rate" graphic rather than a 2s close-up of him talking), or crop/punch in on the phone + skyline + hand to push the face out of frame — then the generic "office call" reads fine and the swapped subject doesn't jump out. If brand honesty matters, mark these stock cutaways with a consistent visual code (light grade/vignette) to separate them from Arty's real footage.

realism

5/5

fit with video

3/5

Artifacts

No AI-generation artifacts found
Phone hand: 5 correct fingers, natural knuckles, no fused/extra fingers, freckles match the face
Skyline bokeh is genuine optical lens blur; Burj Khalifa and tower silhouettes are geometrically intact, highlight bokeh is correct
Window mullion on the right is straight, no wave/geometry distortion
Mouth/teeth/stubble — natural per-pixel detail, no morphing
Temporal continuity 116→117: one continuous live clip, real head movement
Only 'defect' is editorial: the face isn't Arty (stock lookalike), not technical

Replace with: Replace with REAL Arty footage of him on the phone / in a business context: shots from the Core event (Arty talking/on a call at the event), the apartment/floor-to-ceiling window from the shoot day (Arty has his own interior shots at the glass with the skyline — frame 115 is the lounge in that same location), or a Jeep/desert cutaway as an energetic beat under "LOW Conversion." Ideal: a short shot of Arty himself at the panoramic window with a phone from the shoot day — same "busy businessman" meaning, but it's his face, and the subject-swap problem disappears.

Man in a light shirt talking on the phone, leaning back in a chair by a window with a skyline. Large yellow-green 'LOW' graphic on top plus small 'Conversion Rate' text.

keeplooks AI

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6:20

What’s wrong: Not AI and not an artificial composite — zoomed in at full res (frames/frame_117.jpg, 1280x720) the face is anatomically clean: correct ear, real skin pores/specular, natural ginger stubble as individual hairs, correct iris with catchlight, motion blur on the fingers. The hand holds the phone correctly (4 fingers, natural tendons/shadows, no extra/fused fingers, no morphing). The skyline background is genuine camera bokeh (same as the adjacent live frame 116). This is quality real STOCK / commercial b-roll; the broll_ai classification is a false positive. The only real issue is EDITORIAL, not "fake": this is a DIFFERENT person, not Arty. Compared with the adjacent frame 118 (real Arty: strawberry-blond hair, thick ginger beard, lavalier, interview chair in his real Dubai apartment), 117/116 show a generic businessman (darker slicked-back hair, sparser stubble, different facial geometry) dressed in a similar beige henley shirt so the cut looks seamless. A careful viewer may catch "that's not the same guy," which slightly dents authenticity. The LOW / Conversion Rate title is clean kinetic typography; the clipped "Conversion Rat" is a mid-animation type-on, not a typo.

What to do: Leave it as is — the insert reads as premium real b-roll and the cut works. To remove the slightest "not the same person" risk: either (a) hold this stock shot shorter and avoid a hard cut straight into Arty's talking head (118), placing one neutral faceless frame between them; or (b) frame the stock shot tighter on the phone/hand/skyline so the generic businessman's face doesn't read as the "subject." Leave the LOW / Conversion Rate title untouched — it's clean and intentional.

realism

5/5

fit with video

4/5

Artifacts

No AI artifacts: hands/fingers correct, face clean, graphic text straight — nothing falls apart
Subject mismatch: the person on 116/117 is NOT Arty (different facial geometry, darker slicked-back hair, sparser stubble), while the real Arty is visible in the adjacent frame 118 (ginger beard, lavalier, interview chair)
Wardrobe match: the stock businessman was dressed in a similar beige henley to match Arty and mask the subject swap
Half-second micro lighting mismatch: warm sunset skyline through the glass vs neutral office light on the left — but within normal range for stock
Clipped 'Conversion Rat' title in this frame is a mid type-on animation (it reaches 'Conversion Rate' on later frames), not a defect

Replace with: To upgrade to "it's really Arty": replace with Arty's own footage on the same "busy businessman / calls" beat — a shot from the apartment/Core event where Arty is on the phone or working on a laptop at the Dubai window; or a Jeep highway drive with the skyline (driving b-roll) under the same LOW / Conversion Rate title. This keeps the "business-in-Dubai" vibe but with the real subject and removes even a theoretical authenticity question.

POV/selfie of Arty in the dunes — and a white SWAN perched on the sand dune in the background

keeplooks AI

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7:33

What’s wrong: False alarm from the first-pass classifier. There is NO swan in the frame and NO AI composite. This is real POV/selfie footage of Arty (white suit, gold tie, blue mirrored aviators) in the Dubai dunes, and the white object in the background mistaken for a "swan perched on a dune" is the BRIDE in a white strapless wedding gown: the full tulle skirt spread out over the sand reads as a swan silhouette, hence the error. Confirmed by adjacent frames: frame_124 is a real wedding photo of Arty with the bride on the beach (same suit/tie/couple), and frame_126 continues the same dune pan, where the bride walks across the sand with a trail of footprints and the "dark object" on the dune crest is a black SUV from the wedding shoot, not a bird. This is Arty's personal wedding footage used as b-roll in chapter ch11. Physics is perfectly consistent: footprints in the sand, real shadows, sunset light, natural 360/GoPro selfie-stick distortion from the outstretched arm. No signs of morphing, no hand/face/text/reflection artifacts.

What to do: Clear the broll_ai/AI-composite flag — this is real footage, no edit needed. In the QC list, correct the caption for shots #125 and #126: "swan on dune" → "bride in wedding gown (Arty's personal wedding footage, desert wedding shoot)." Leave the insert as is in the edit.

realism

5/5

fit with video

5/5

Artifacts

No AI artifacts found
Arty's face is anatomically correct; eye/ear symmetry is fine under the sunglasses
The hand/arm on the selfie stick is naturally distorted by the close wide-angle lens — that's optics, not morphing
The reflection in the blue mirrored aviators is physically plausible (sky/dune)
Bride: body proportions, gown train and footprints in the sand are consistent across frames 125→126
Dark dot on the dune at right = a black SUV (fully visible in frame_126), not a swan
Sand: ripple texture, footprints, dune shadows — single coherent light source (sunset)

Replace with: No replacement needed — this IS real Arty footage (his own desert wedding). If you ever need to cover it, ideal donors from the same day: the beach wedding couple (frame_124) or the wide of the Jeep/SUV in the dunes (frame_126). But the recommendation is NOT to replace it: the personal wedding shot strengthens trust and the human side of chapter ch11.

A white swan sits on the crest/face of a desert dune, footprints in sand, a small dark bird in the sky

keeplooks AI

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7:35

What’s wrong: Not AI and not a swan on a dune. The first-pass classification is a detector hallucination. The frame is a real cinematic BTS insert: a woman in a white full corseted gown (the tulle skirt billowing as she turns — what the detector read as a "swan") walking across a dune at sunset; in the foreground over the shoulder is Arty himself in a white shirt (POV "follow me"); on the dune crest sits a black G-class SUV/Jeep with tire tracks (this is the supposed "dark bird in the sky" — actually a vehicle on the sand at the horizon line, not airborne). There is no real problem for the viewer — on the contrary, it's one of the most expensive-looking, on-brand shots (Dubai / luxury / desert / premium SUV).

What to do: Do nothing — leave it as is. The "smoking gun AI" here is a false positive: remove this shot from the suspect-AI list and mark it as real footage. Optional (cosmetic, not required): in the final grade, nudge the warm golden-hour tone to match the adjacent Dubai shots and, if you like, raise contrast on the footprints in the sand — but that's taste; the shot is already clean.

realism

5/5

fit with video

5/5

Artifacts

No AI artifacts found
Footprints — two coherent tracks from the camera to the woman, correct depth and shadows under the low sun (AI usually 'melts' footprints — here the physics is correct)
Gown: corset, waist, bare shoulders, hair — human anatomy is intact, no morphing
The woman's face in profile reads as real, no asymmetry/distortion
Arty's shirt in the foreground: natural fabric folds, correct occlusion, light matches the scene
Dune geometry, tire tracks, haze at the horizon and city buildings at right — all consistent, no impossible geometry
No warped text, extra fingers, duplicates, or odd reflections

Replace with: No replacement needed — this IS real Arty footage (desert + Jeep/SUV, golden hour). If for timing reasons the 2s must be swapped, the closest equivalent real sources from this same project: other desert_drive / al_qudra_lake / desert-camping shots with the same sunset light and vehicle.

Architectural CGI render of a Dubai property development — terraced green low-rise buildings, plaza, distinctive twisted/perforated tower, tiny generic figures walking

touch upconfirmed AI

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8:29

What’s wrong: Not footage but a developer's architectural CGI render (3D viz of a future residential complex) used as b-roll. The shot is part of render sequence 133-136 (same perforated "ski-jump" facade, same twisted tower with green terraces, same white-sedan asset, same crowd). The viewer's problem: after Arty's live interview (frame 132 — real person, DJI lavalier, real apartment light) comes a hard cut into a "too perfect" painted world. The eye catches the dissonance: the render gives over-clean global illumination with no grain or atmospheric haze, plastic reflections on the glass and car body, a generic crowd with "melted" faces and identical doll-like gait, an idealized landscape (topiary ball-trees, perfect flowerbeds). In a video about Dubai real estate this reads as a "developer marketing render," which slightly lowers trust — the viewer understands they're being shown not a real building but a promise.

What to do: Keep the render but kill the "fakeness" with the transition and grade, not by cutting it. 1) On the 132→133 cut, use a clear motivated transition (a smooth whip/light-leak or a 6-10 frame dissolve) so the brain reads it as a "project visualization" rather than a real location. 2) Add a subtle channel-style lower-third/badge: "Concept render" in the corner for 1-2s — this legitimizes the CGI and actually raises trust (honestly showing the building isn't built yet). 3) Grade: add 1-2% film grain + a slightly warm highlight rolloff + minimal atmospheric haze on the far buildings so the render doesn't stick out with sterile cleanliness against the rest of the live material. 4) The shot is short (2s) — keep the length as is, don't linger on the crowd/car where the artifacts are most visible.

realism

3/5

fit with video

2/5

Artifacts

Scatter crowd: figures with blurred/melted featureless faces, unnaturally uniform height and stride, static 'pasted-on' poses (plaza crop)
A man with a stroller and a woman in a white abaya/kandura — typical render population assets placed for 'life' in the frame
White luxury sedan (BMW 7-style) with plastic, too-clean reflections and render highlights on the body/headlights, no road grime or motion context
Over-clean lighting: uniform global illumination, no photographic grain, no atmospheric haze/air distortion in the distance
Idealized landscape: identical topiary ball-trees, perfect rows of flowering shrubs, artificially lush green grass on the terraces
Building geometry is flawlessly straight, facades with no streaks/dust/real wear — characteristic of arch-viz
The perforated angled 'ski-jump' facade at left and the twisted tower with green terraces at right recur in frame 136 — proof of a single render sequence, not footage
Sky is flat, almost cloudless, with a faint artificial gradient — a typical render HDRI dome

Replace with: If chapter ch13 (≈8:29) is about lifestyle/location rather than a specific unbuilt project, replace or mix in real Arty footage: a drone/dolly over a real Dubai waterfront or Downtown, a Jeep drive through the city, shots of the real apartment (the same interior as 132) with a window panorama, or cutaways from the Core event. That removes the CGI dissonance entirely. Compromise: keep one render establisher (133) as the "developer's vision," and replace 134/135 with real city/lifestyle b-roll of Arty so the sequence doesn't look entirely rendered.

Two women in dresses/coat walking away with handbags through a manicured park, pink-blossom trees, modern buildings behind — dreamy glossy lifestyle shot

touch upconfirmed AI

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8:31

What’s wrong: This really is AI/CGI — a marketing "lifestyle" insert from the developer's render pack (two generated women shot from behind in a park with pink cherry blossoms), part of the same arch-viz render series as the adjacent frames 133/135/136 (development masterplan, white sedan with a distorted plate, faceless stock people). BUT — and this is key — the voiceover at exactly this timecode (8:29–8:39) says: "Nothing built — the developer is just selling us renders, cute brochures...". So the artificiality of the shot is not a bug but a literal illustration of Arty's point about "selling renders, not the built thing." For the viewer the problem isn't the render itself (it's on point and serves the narrative), only the failed hands: the left woman's fingers on the dark bag handle are fused/melted, and the right woman's hand on the beige bag dissolves entirely — wrist, strap and handle merge into a fingerless mass. On a moving 2s shot it barely registers, but it reads on a freeze frame.

What to do: Keep the shot (it serves the VO about "selling renders"), but fix only the failed hands. Options in increasing effort: 1) simplest — crop tighter / reposition so both bag-holding hands fall below the lower edge or are occluded; 2) add a slight movement/speed bump or micro-zoom so 2s doesn't let the viewer fixate on the hands; 3) a targeted patch/clone or AI inpaint of just the two hand zones (Generative Fill on the hand-on-handle). Since the shot is already presented as a developer's render, photorealism of the hands isn't critical — they just need to not 'melt' on a freeze frame. Low severity: on 2s in motion it's nearly invisible.

realism

3/5

fit with video

4/5

Artifacts

Left woman: fingers on the dark bag handle fused/melted, hand and handle merging into one glossy mass (classic diffusion hand artifact)
Right woman: the hand on the beige bag is effectively absent — wrist, strap and handle merge into a fingerless blob under the coat sleeve
Right woman's hair: waxy-smooth render-soft texture, strands not fully resolving, overall 'painted' look
Idealized uniformly soft foliage (cherry blossom and shrubs), too even in volume — typical AI/arch-viz foliage
Over-cinematic 'dreamy' light and artificially creamy background bokeh
Far buildings: soft-melting grid of windows/mullions — the same CGI render look as frames 133/135/136 (masterplan, sedan with an unreadable plate, faceless stock people)

Replace with: Replacing with real footage is NOT needed and would even hurt: the artificiality here is semantic (Arty says "the developer sells renders, not the built thing"), and real Arty footage would break the word-picture link. If they do decide to swap, swap only for ANOTHER render from the same developer brochure pack (any shot without prominent hands: facade/lobby/masterplan 133/135/136), but NOT for desert/Jeep/volleyball/lake/camping/apartment/Core event — that's a different register (live scenes), out of place here, and would kill the irony about the "painted" development.

Street-level CGI render: terraced landscaped buildings, a white Mercedes at a crosswalk, two businessmen, a woman with a stroller — populated 3D viz

touch upconfirmed AI

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8:33

What’s wrong: Unambiguously a synthetic insert — a 3D architectural render of a developer's project (same set as shots 133/136: same terraced green low-rise blocks, same white sedan, same plaza; 135 is a push-in into that same render). The render itself is premium (correct shadows, directional key), so it doesn't scream 'fake' on a first pass. But there's a double problem for the viewer: (1) inside the frame there are concrete tells — a gibberish license plate on the car, a melted generic badge instead of a clean Mercedes star, plastic highlights on the balcony glass, soft AO contact shadows under feet/stroller/wheels instead of crisp ground contact; the background 'render people' (left by the perforated wall, right at the entrance) are flat and faceless; (2) a stylistic break: the rest of Arty's video is live handheld (desert/Jeep/volleyball/lake/camping/apartment), and here we get a glossy developer promo VT with idealized CGI people. Two or three of these render shots back-to-back inside a personal interview read as someone else's ad bed and chip away at trust.

What to do: Keep the shot (it's on-topic — a project visualization) but kill the most obvious tells: 1) blur/paint out the car's license plate (right now it's unreadable gibberish — the biggest giveaway), or drop a plate/light motion blur over it; 2) the shot is short (2s) — push the camera move harder (continue the push-in / light parallax) so the flat background figures and soft contact shadows don't get a chance to register; 3) add light grain, knock down the glass glossiness a touch, and pull the grade toward the video's overall LUT so the render doesn't stand out with sterile cleanliness against the live shots. 4) Definitely add a lower-third caption like 'project visualization / 3D render' — that makes the artificiality honest instead of disguised as live footage.

realism

3/5

fit with video

2/5

Artifacts

Sedan license plate — unreadable gibberish (fake glyphs, not a valid UAE plate) — the most obvious artifact
Grille emblem — a melted generic star instead of a clean Mercedes logo; body panels and wheels are plastic-clean (rendered car)
Soft ambient-occlusion shadows under the businessmen's feet, stroller wheels and the car instead of crisp cast shadows — render signature
Hand-to-object contact is mushy: the suited man's fingers fuse into his tablet/folder; the woman in the lilac dress has her bag fusing into her body
Balcony glass has uniform flat reflectivity, no dirt or real environment reflections; identical interiors — CGI glass
Terrace hedges are mathematically even, idealized landscaping — typical render greenery
Background micro-figures (left by the perforated wall, right at the entrance) — low-detail flat render-people with no individual faces
The suited businessman's face is slightly waxy, symmetrical and smooth (render/AI quality), though at 720p it holds without gross breakup
Stroller canopy is a flat brown blob, simplified frame and wheel geometry
Feet-to-crosswalk contact is approximate (feet slightly float over the stripes)

Replace with: If the goal is to show 'how a person lives in Dubai / the property itself' rather than this specific off-plan project, the render can be partly swapped for real Arty footage: apartment shots (apartment scene), Dubai drives (dubai_driving / drive_home), and city b-roll (Brolls: IMG_2643/IMG_2698 .MOV, jamalfilmdxb clips) give real urban/residential texture in the same warm palette. Best: keep one render as the 'project vision' under a caption + mix in 2-3 real live shots so the block isn't entirely CGI. Pure vibe passes (desert_drive, al_qudra_lake, volleyball, camping) don't fit here thematically — those are for the lifestyle chapters, not a property presentation.

Elevated CGI render of the development plaza — twisted perforated tower, green terraced blocks, palms, a lone white car, scattered tiny figures

touch upconfirmed AI

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8:35

What’s wrong: Not live footage — it's a developer's marketing 3D render (architectural viz of an off-plan project), not 'AI video' in the diffusion sense — but for the viewer it's still an obvious synthetic insert that breaks out of Arty's 'live' interview. In the wide, the plaza looks sterile and unreal: the paving 'swims' (a texture tiling/displacement artifact in the center of the square), the light is perfectly even with no directional sun, the scatter-people were placed by a generator — faces smeared, poses static, limbs rubbery. The neighboring shots 133/135 are the same render closer: the white sedan has a fake license plate (unreadable pseudo-Arabic mush), no brand badge and plastic reflections, businessmen with waxy CGI skin frozen mid-handshake, identical cloned planters/furniture on the balconies, tower glass flooded flat grey with no real sky or neighboring-building reflections, palms and coral planters are repeated instances. The viewer reads 'this is a developer's marketing render' and trust in Arty's expertise dips slightly: the broker is showing not a real building but a promo picture.

What to do: Don't pass the render off as a 'real building': over these 2s, add a light source marker — a small corner credit 'Developer concept visualization / 3D render' (or the project name caption) so the viewer clearly understands it's a promo image, not footage. In parallel, 'liven up' the insert toward the interview grade: add a light push-in/parallax of 2-3%, a touch of grain (image_add_grain) and a barely visible motion blur on the moving cars/people, match WB and contrast to Arty's real shots (the render is currently cooler and cleaner than the rest of the video). If shot 136 is the 'wide alt' of scene 135, keep only one in the cut (135-close as the hero) and trim/drop 136 so the CGI block 133/135/136 doesn't sit on screen too long and accumulate a sense of fakeness.

realism

2/5

fit with video

2/5

Artifacts

Plaza paving texture 'swims'/stretches in the center of the square — a classic tiling/displacement artifact of a 3D render
Crowd figures are a generative scatter: faces smeared/absent, poses static; the pedestrians at the crossing have rubbery limbs (the lower-left figure seems to fuse/crouch unnaturally)
White sedan is generic brandless CGI: smooth faceless body, plastic reflections; in shot 135 the same car has a fake license plate (unreadable pseudo-Arabic glyphs)
Tower glass flooded flat dark grey: no real reflections of sky, clouds or neighboring buildings (no environment reflection)
Cloned instances: identical potted plants and furniture on every balcony, repeated coral mulch in the beds, duplicated palms and topiary balls
Even soft 'render light' with no directional sun, shadows uniformly soft across the whole scene — none of the real atmospheric haze/contrast of a Dubai midday
Lawn is an unnaturally even flat-green 'carpet'; background buildings are low-detail matte blocks with no window detail
The twisted perforated tower on the left is pure architectural fantasy form, not an existing building

Replace with: If the goal is to show the 'life and scale' of Dubai with real Arty footage, replace the wide 136 with actual shots from his shoots: drone/drive-by over the development or the waterfront, an apartment tour (real interiors/balcony views), Core event footage (real people, networking — covers the same 'active community/development' idea), or a lifestyle block desert/Jeep/lake/camping as a contrast cutaway. Real Arty b-roll will immediately raise fit_score and trust. The hero render 135 can stay as one deliberate 'project visualization' with a credit, with real shots around it.

Two businessmen at a glass desk reviewing property renders on monitors, a dreamy Burj-Khalifa Dubai skyline through the window, a coffee cup, a pen pointing at the screen

replaceconfirmed AI

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8:37

→

No real source

⚠ Reshoot / stock: GENUINE GAP. The AI shot is "two businessmen at a glass desk reviewing property renders on monitors, Burj-Khalifa skyline through the window" — an office/boardroom + futuristic-render scene. None of the real source folders contain this: apartment, desert_drive, dubai_driving, drive_home, al_qudra_lake(_story), volleyball and misc_brolls have only Jeep hero shots, desert/lake/volleyball lifestyle, in-car POV, and finished-apartment interiors. A keyword sweep for desk/monitor/screen/office/render returns only false positives (a phone propped behind a stovetop, a tablet held in the desert, a vertical "phone clip"). The line's meaning is OFF-PLAN property — "nothing is built yet, the developer is just selling us renders and brochures of a tower coming in 3-4 years." The two honest fixes are exactly what fix_alt names and both are unavailable: (1) the genuine desk/screen-discussion take (timeline neighbor seg 138 of Arty + colleague looking at a screen) is not in the shot-source candidate pool, and (2) a real developer architectural render asset (like seg 136) is an external/stock developer asset, not Arty's footage. Forcing an apartment skyline-through-glass shot (C5215/C5235) would CONTRADICT the line, because those show a real, finished tower view — the literal opposite of "nothing built." Recommendation: either reshoot/insert the real desk take from this same shoot (the 138 framing) over this VO, or source a genuine Core Realty / developer render of the off-plan project. Do NOT substitute a Jeep-driving or apartment-view clip — it would mislead. Keep AI only as last resort if no real desk take / developer render can be recovered.

What’s wrong: Shot 137 is a generated/stock AI insert — 'two businessmen at a glass desk looking at renders' — dressed up to pass as a real shot of Arty's office. The problem is it sits right next to the genuine shot 138 (the same pair of men, but shot for real: a real iMac with an Apple logo, natural grained skin, motion blur, real reflections and cables). A viewer skimming the timeline catches a 'glossy' realism failure: waxy faces, an unnaturally dreamy skyline, broken hand/pen geometry. For a Dubai real-estate channel it hurts trust — it reads as bought stock, not Arty's own footage.

What to do: Replace shot 137 entirely with real footage from the same micro-scene — it already exists right next to it: shots 136 and 138 cover both the renders and the live desk footage. Since 137 only runs ~2s, extend the neighboring genuine shot 138 (real men at the iMac) by 2s, or insert a clean property-render shot from 136 (that's an actual CGI project viz, which in a real-estate context is appropriate and honest). If you specifically need the close-up 'pen pointing at the screen', reshoot/grab a real shot from the same office take with Arty.

realism

2/5

fit with video

2/5

Artifacts

Both men's faces — waxy, over-smoothed AI skin with no pores and uniform subsurface glow; sharply at odds with the grained real skin of the same men in shot 138
The dark-haired man's right hand with the pen — classic AI finger ambiguity: knuckles soft/fused, the pen visually 'floats', the tip doesn't contact the surface
The blond man's left hand 'writing' in the notepad — fingers around the pen are fused and unreadable
Monitor — a generic bezel-less silver all-in-one with NO Apple logo and no real cable; in the genuine 138 there's an actual iMac with an Apple logo and cable management on the desk
The Burj Khalifa skyline through the window — a blown-out dreamy AI composite: mid-ground towers smear into mush, no crisp architectural lines, unnatural bokeh, doesn't look like a real view out a window
Marble desktop and its reflections — too 'painterly', no real highlight physics
Glasses/papers in the foreground — smeared, non-physical detail (typical AI morphing of small objects)
Overall over-cinematic even haze and perfect rim light on both faces — none of the real contrast and shadow of the live scene 138

Replace with: From Arty's real material the best fits are: (1) the genuine desk take — same framing as 138, where Arty/colleague discuss the screen (live faces, motion blur); (2) if you need a 'product' insert of the project — a clean architectural render shot (like 136), a real developer asset, not an AI fake; (3) for energy, cut in b-roll of the apartment/Core event (real location, real people) so the 'office expertise' reads without a forgery. Desert/Jeep/volleyball/lake/camping don't fit here thematically — this needs a business/project context.

Luxury bedroom interior with floor-to-ceiling glass overlooking the same property development, a staged bed, rug, side tables

keepconfirmed AI

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8:47

What’s wrong: This is an architectural CGI render (property viz), not live footage — but it is NOT a deceptive AI hallucination, nor a 'pretty for pretty's sake' insert. The shot sits in chapter ch13 'NorthLine — the deal that changed everything' (8:47, 4s), wedged between Arty's live talking head (shot 139, 8:42) and exterior renders of the same development (shots 133/135/136 — the same terraced residential blocks with greenery and the white car visible out the bedroom window). So it's a legit marketing render of the property that the broker is showing as b-roll alongside the deal story. For the viewer the problem is minimal: the render reads as 'a visualization of the future building', which in a Dubai real-estate context is normal and expected. The only thing that slightly gives away the CG/placeholder is the empty 'painting' on the left wall (a blurred beige texture with no image, a classic render placeholder) and the slightly 'plastic' showroom-perfect bed with even global illumination. No faces, hands, text or morphing in frame — none of the classic AI-fake artifacts either.

What to do: Keep as is — it's a correct property-viz render of the NorthLine development, organically tied to the neighboring renders (133/135/136) and Arty's deal narrative. If you want to remove the single tell (5 min of work): replace/fill the empty 'painting' on the wall with real art or a light texture, and add a barely visible grain + 2-3% motion (Ken Burns push-in over 4s) so the static render doesn't fall out of the cut's 'live' pace. Optionally add a lower-third disclaimer 'project visualization / artist impression' so there's no claim of showing a finished building.

realism

4/5

fit with video

4/5

Artifacts

Empty 'painting' frame on the left wall: a blurred beige texture with no real image — a hallmark render placeholder, the main tell that this is CG
Showroom-perfect bed and even soft global-illumination light with none of the natural grime/imperfection of a real room — plasticky CGI textile
Exterior view through the glass is the same pure-render development as in shots 136/135 (terraced blocks, CGI landscaping), including rendered trees and a landscape with no live atmospheric haze
Glass has almost no honest interior reflections (the render didn't account for interior bounce in the window) — a small physical inaccuracy
No hand/face/text/morph artifacts — there are no people and no readable text in frame

Replace with: Replacing with real footage is NOT required and not recommended — the render is appropriate here by meaning (it shows the future property of the deal, which doesn't exist live yet). If the producer still wants a 'live' anchor next to it: before/after the render, mix in 1-2s of a real shot of Arty's apartment (the same interior where he sits — shot 139/142) or a real Dubai exterior from his shoot day to ground the CG block in live material. But the bedroom shot itself has no substitute — Arty has no real footage of this specific NorthLine bedroom.

Same luxury bedroom interior render as 140, with an animated green/yellow text overlay appearing

keepconfirmed AI

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8:51

What’s wrong: The plate is a marketing CGI/archviz render of a NorthLine luxury bedroom (confirmed by the wide shot 140, and by the fact that 141 is a crop of that same render, while 142 hard-cuts back to the real Arty in the lounge). It's NOT a real shot of a room and NOT a moment from Arty's life, so as a 'real space' it reads fake and slightly stands out from the documentary texture of the live video. But it's a deliberate, technically clean developer ad render used as b-roll under the deal story — not a falling-apart generative hallucination. The green title '4 YE...' (animating into '4 YEARS') is correct vector graphics, nothing to do with AI.

What to do: Keep the insert. Make only two cosmetic changes: 1) match the render's grade to the neighboring live Arty shots (the render is a touch cooler/glossier — add a little warmth and film grain so it doesn't look like someone else's promo render against cinematic footage); 2) cover the single archviz tell — the blurred 'painting' plate above the bed (placeholder texture) — with a light blur or crop so the upscale doesn't expose it as an abstract smudge. Leave the title and the geometry alone.

realism

4/5

fit with video

3/5

Artifacts

The plate = a clean 3D archviz render (V-Ray/Corona/Lumion style), not a photo: too-perfect raytraced geometry, clean floor, flawless floor-to-ceiling glazing
Through the window — the fully built-out NorthLine master plan (stepped terraces, landscaping, palms, residential blocks) — a developer's marketing exterior render
No diffusion breakup: hands/faces absent, geometry consistent (straight mullions, correct perspective on the bed/nightstand, books and lamp are solid objects), soft GI bounce on the headboard is physically plausible
The only archviz tell: the 'painting' above the bed — a blurred abstract smudge (placeholder texture), slightly AI-ish on upscale
Overlay '4 YE...' (→ '4 YEARS') — cleanly anti-aliased vector graphics mid-entrance-animation, no artifacts
Shot 141 is a punch-in/crop of the same render as the wide 140; 142 hard-cuts to the real Arty → the render block is wedged between two live shots

Replace with: If you want to boost the 'liveness' of the NorthLine chapter — shift some of this render's screen time onto real Arty footage tied to the deal/Dubai: a Jeep drive through the city/highway, real apartment shots / view out the window, or Core event shots as 'business context'. Don't drop the render entirely — it's legit as a product shot of the property, just don't hold it solo for 2s; shorten it and frame it with real shots.

Glossy over-cinematic luxury penthouse home-office interior — leather sofa, wood-slat wall, desk by floor-to-ceiling glass with a hazy Dubai skyline, warm dreamy golden light; a large green 'RENO' graphic title across the middle

replaceconfirmed AI

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10:53

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No real source

⚠ Reshoot / stock: Genuine gap — no commercial-office / showroom / renovation source exists for the "buy an old office, renovate, flip" strategy. Options, best to worst: (1) BEST: keep the RENO title card and drop a real "Dubai property through glass" apartment clip as the least-bad substitute — C5215 (apartment, static, wide interior looking out floor-to-ceiling glass onto a hazy Dubai cityscape) is the closest composition match to the AI penthouse-office shot, or C5235 (apartment, clean Dubai skyline/interchange pan). This trades the precise "office reno" meaning for a softer "Dubai property" read but is honest footage. (2) Find real stock of a Dubai commercial office / fit-out / renovation under the RENO title. (3) Reshoot a real office/showroom b-roll on a future shoot day. Do NOT keep the AI fake.

What’s wrong: Almost certainly AI-generated (text-to-image) or a CGI hybrid: an over-cinematic 'too perfect' interior, floating reflections, unreadable text on the books/art, mismatched shadows, a mushy skyline, no camera noise. Paused or on a big screen it reads as a stock render — and hurts the broker's credibility.

What to do: If you keep it as a 2s cutaway under the RENO title — crush the 'perfection': film grain + noise, break up the symmetry of the highlights, add glass haze on the window, blur the art and book spines. But that's a cover-up, not a fix for the geometry.

realism

2/5

fit with video

3/5

Artifacts

Desk reflections 'float', no honest mirror projection
Lamp shadows don't match the direction of the window light
Unreadable text on the book spines (glyph salad — a generator marker)
Gold abstract art with a 'melted' diffusion texture
The pitch of the wood-slat wall drifts near the niche
Mushy AI Dubai skyline through the glass with no crisp edges
Unrealistically even marble gloss, symmetrical highlights, no grain

Replace with: Replace with real footage: b-roll of an actual office/showroom from the shoot day, or a real Dubai office clip with a skyline view under the same RENO title. Source: 01_Source b-roll / 02_Edit Stock.

Luxury penthouse living room — brown leather sofa with green cushion, dark stone table edge, floor-to-ceiling windows overlooking a dense Dubai skyline, polished reflective marble floor

replaceconfirmed AI

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10:55

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Replace with (real clip)

C5215 whole clip (static — use full duration as a VO bed) · static 🎬 B-roll · muted

hear (Arty VO): “renovate it, rent it out, and resell all within one year or even less, and gain 25 or 30% net ROI.…”

What’s wrong: This is AI-generated / a render, not real footage. The shot is part of a synthetic montage run #154→#155→#156 ("RENO" — same slatted wood veneer, same brown leather sofa with green cushion, same marble and composited skyline). Against Arty's authored footage (desert, the Jeep, his real apartment, the Core event), this glossy golden over-cinematic insert sticks out: different grade, different texture, an inhuman "perfect" staging. To a viewer who just watched the real shots, it reads as stock/ad b-roll — a small but real hit to trust in the authored content.

What to do: Replace the insert with real footage. If the timeline needs a "panoramic luxury apartment" beat here, grab a real interior/window-view shot from Arty's shoot day and match the grade to the surrounding real shots (kill the golden blowout, return a neutral balance). If there's no real interior, it's better to cut the short (2s) AI insert and butt the neighboring shots together than to hold a falling-apart render in close-up.

realism

2/5

fit with video

2/5

Artifacts

Gold "sculpture" on the side table — a shapeless melted lump of metal with no readable form (classic AI hallucination of a decor object)
The brass table/frame geometry on the right is physically impossible: the gold rails join illogically, the legs morph and intersect, the edge of the dark stone top is inconsistent
Smeared, "melted" skyline: towers with no real structure, facades with no actual window grid, silhouettes that flow together — a composited/AI horizon that falls apart on zoom
Floor reflections are non-physical: the sofa leg dissolves into a blurry smudge at the contact point, the contact shadow is "melted," highlights are soft and don't follow the geometry
Marble veneer on floor and tabletop is a generative/procedural pattern, tile seams are inconsistent
A single blown-out golden grade across the whole frame (over-cinematic golden hour), with none of the real exposure/camera dynamics of an operator
No people, faces, hands or text in frame — morphing is limited to props and architecture (which is exactly where it shows up)

Replace with: From Arty's real footage: a real apartment interior / Dubai skyline window view (if any interior was shot), or a wide of a real luxury location at the Core event. If the shot's job is "the high-life in Dubai," real footage sits more naturally — desert/Jeep at golden hour, the lake/camping, or Arty himself against the city. It backs up authenticity instead of leaning on a stock render.

Interior wall detail: framed gold-and-black abstract artwork in a thin gold frame on a beige wall, green plant leaf in foreground

replaceconfirmed AI

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10:57

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Replace with (real clip)

C5215 whole clip (static — use ~0.0s to clip end; trim to the VO line length, ~2.5–3s) · static 🎬 B-roll · muted

hear (Arty VO): “renovate it, rent it out, and resell all within one year or even less, and gain 25 or 30% net ROI.…”

What’s wrong: Shot #156 is a macro push-in on a gold-and-black abstract piece in a thin gold frame with a strelitzia leaf in the foreground. On its own it's clean and, in isolation, almost indistinguishable from a real decor shot (hence the low confidence on the first pass). BUT it's part of a synthetic block: the exact same artwork and plant appear in the clearly AI-generated wide #154 (render interior with a Dubai panorama), and #155 is the same synthetic apartment with a "melting" tower (classic AI artifact). So #156 is a push-in inside that same AI/render set, not real footage. The problem for the viewer: the glossy 3D-render real-estate look clashes with Arty's live handheld material (desert/Jeep/volleyball/lake/apartment). On a pause or in 4K, a sharp viewer catches the fake and loses trust in the "reality" of the broker's story.

What to do: Replace the whole AI interior block (#154-#155-#156) with real footage. If the timeline at 10:57 needs exactly a 3s decor insert detail, cut #156 as a standalone synthetic shot and drop in a real detail from Arty's apartment shot on the same camera (same color/LUT, same motion blur and grain) so the close-up sits with the live footage. If there's no real equivalent, just drop #156 and hold the previous real shot longer (cut, no swap).

realism

3/5

fit with video

2/5

Artifacts

Left wall (macro): light/shadow is a soft, physically unrealistic gradient, shadows = clean geometric trapezoids with no real penumbra or bounce light — telltale render lighting
The "fluted" panel on the left resolves into 2-3 parallel soft lines, never forming a real molding/casing
Gold paint (impasto/leaf): strokes smear into directionless fractal noise, no canvas weave, no consistent direction of light across the relief — texture melts on zoom
Thin gold frame: the inner black liner is uneven in thickness, the mitered corner is soft/approximate, not a crisp 45°
Strelitzia leaf: venation is nearly natural, but the midribs are too uniform; the upper leaf has a small white tear/morph artifact at the tip
Defocus on the leaves = uniform render blur, not optical bokeh (no cat-eye, no depth-of-field edge falloff)
Block consistency: the identical artwork + plant in the AI wide #154 and the melting tower in #155 prove the synthetic origin of #156

Replace with: From Arty's real footage: a detail insert from the apartment / Core event shoot — a decor close-up, a window with the real Dubai panorama, the desk/workspace, or a warm lifestyle shot (lake/camping/desert) if the ch15 chapter justifies it as an "atmospheric" cutaway. Key point — real handheld with the same LUT and grain, not a glossy render.

Luxury high-rise corner office: glass desk with lamp, pen, papers and a white orchid, floor-to-ceiling windows overlooking a glossy Dubai skyline with marina/water below

replaceconfirmed AImajor

Now · on screen

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11:00

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Replace with (real clip)

C5235 mid 3-5s (slow pan across the skyline + interchange) · pan (slow lateral drift across the glass) 🗣 On-cam

hear (Arty VO): “and gain 25 or 30% net ROI. So I start seeing these numbers. I start working with Ivan.…”

🗣 on camera: “It’s mostly about New York… we traveled all over the world.”

What’s wrong: The insert is an AI/stock generation of a luxury office, and it sticks out from all of Arty's live, authored footage (handheld interview in the apartment). On the glass you can read a stock watermark "2," the monitor and lamp morph into a single object, and the reflections and keyboard are physically wrong. A sharp viewer reads it as a stock image dropped into a broker's personal video — a direct hit to authenticity and trust.

What to do: Replace the shot with a real one. If you urgently need to keep an "office/city view," the minimum is: blur/paint out the "2" watermark, throw the shot into defocus (heavy lens blur across the whole desk to hide the morphing keyboard/monitor and the broken reflection), leaving only the blurred skyline readable as a short 1-1.5s b-roll cutaway, not 3s. But that's a band-aid — the call is replace.

realism

2/5

fit with video

1/5

Artifacts

Visible stock watermark: a white "2" right on the glass desktop (and in the reflection) — an AI/licensed-stock tag that never appears in authored footage (the main proof)
Object morph: the white "monitor" has fused with the desk lamp and a gold stand — an impossible suspension in mid-air with no logical base, the screen with no sane bezel (object fusion)
Cables: cord loops run into the stand and dead-end / short out with no physical logic
The glass reflection doesn't match the objects above it: under the lamp there's a melted asymmetric "blob," the orchid reflection is a smeared bloom that doesn't match the geometry of the real flower (broken reflection physics)
Keyboard: keys are uneven, off-grid, partly fused, the right edge dissolves into the mat; the mouse is a featureless "pill"
Marble desk trim (bottom of frame): the black-and-gold veining is generative noise with smeared transitions, an anatomically random pattern
Geometry: the glass tabletop plane and the marble base don't read as a single rigid object, the front edge "floats"
Skyline: an over-idealized hazy composite of Dubai Marina, towers dissolving into AI haze, a hyper-glossy gold grade — generic stock-AI

Replace with: Drop in real "Dubai luxury/status" from Arty's footage: a real city/panorama shot or a walk through the apartment (floor-to-ceiling windows with a view), or a lifestyle block (Jeep in the desert, Al Qudra lake, camping, volleyball, Core event) — same "successful Dubai" emotion but native to the authored handheld look and with no stock watermark. The best direct match for "office/city" is a real wide from the apartment with a skyline view.

Two generic businessmen in suits standing at a floor-to-ceiling window, gesturing toward a hyper-cinematic golden-hour Dubai skyline dominated by Burj Khalifa

replaceconfirmed AImajor

Now · on screen

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11:06

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Replace with (real clip)

C5215 whole clip (use full static window-on-skyline hold) · static 🎬 B-roll · muted

hear (Arty VO): “I sell six or seven offices of his own. And then Ivan decides to open his own agency…”

What’s wrong: This is unambiguously AI-generated (a stock AI composite), not Arty's footage. On zoom you find a stack of crude artifacts that a sharp viewer catches within 4 seconds and immediately reads as "AI." The big one: two ghostly FRONTAL faces/torsos of men hang in the glass, while the actual subjects stand with their backs to us — a real reflection would show the backs of their heads, yet here two strangers' phantom faces levitate (classic generative hallucination). The left "businessman's" gesturing hand emits a golden glow from the wrist/cuff (physically impossible), with soft, melted fingers. The right subject's hands clasped behind his back in the beige suit are a shapeless orange blob with no finger structure. Add a hyper-cinematic golden-hour Burj Khalifa, ultra-glossy light, an obligatory corner plant — textbook stock-AI look. It hits trust hardest of all: a Dubai broker's real-estate channel, and the frame has a fake CGI skyline and faceless "business people" — it looks cheap and undercuts his expertise.

What to do: Replace shot #159 (11:06, ch15, 4s) entirely with real footage. This isn't a "touch-up" — the artifacts are structural (phantom faces in the glass, glow from the hand, blob hands), and you can't economically retouch them out of a 4-second moving shot. If the timeline needs b-roll here under the VO about Dubai/real estate, drop in a real establishing shot of the panorama/apartment (see fix_alt). If there's no real b-roll for that beat, cut the insert and stay on Arty's interview shot (the neighboring shots 157/158/160/161 are clean live footage of the white shirt + a real apartment shot with the skyline on 158 — go back to those).

realism

2/5

fit with video

1/5

Artifacts

Glass: two frontal phantom faces/torsos of men hang in the reflection, don't match the geometry of the subjects who stand with their backs to us — a real reflection would give the backs of their heads
Left hand: a gold-orange glow/bloom emanates from the wrist and cuff — physically impossible light, the hand seems to melt into a hot spot
Left hand's fingers are soft, partly fused, the sleeve→hand transition is smeared
The right subject's clasped-behind-back hands are a shapeless orange blob with no separate fingers (classic AI fail on hands)
Hyper-saturated idealized golden hour, Burj Khalifa dead center like a postcard render, ultra-glossy lighting
Interchanges/overpasses and buildings below with inconsistent geometry, shimmering highlights on facades — a CGI signature
The corner plant on the right and the pendant lights on the left are stock formula stock-AI composition elements
Window muntins/frames behave inconsistently along the bottom of the frame, reflections on the marble floor don't agree with the light sources

Replace with: From Arty's real footage, the best fit is the apartment with the skyline (the shot is already right next door — frame_158 is a real establishing shot of the panoramic window/interior with the city; extend its duration or take an adjacent take). Also native: real Dubai views from the apartment balcony/terrace, a Jeep drive through the city/highway (if the city skyline is in frame), or a panorama from the lake/desert as "Dubai context." Any of these beats the fake CGI skyline and holds the single live interview look. Do NOT use stock AI "business people" shots — those are exactly what breaks trust.

CGI/AI render of a futuristic city street: curvilinear glass dome structures, tram on tracks, empty palm-lined road, dreamy over-cinematic light

replaceconfirmed AImajor

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14:10

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Replace with (real clip)

C5285 end 2-3s (Burj Khalifa prominent) · tracking 🎬 B-roll · muted

hear (Arty VO): “They have a plan. Yeah. So point being is that even though there are conflicts, if the country has a clear structure, clear planning up ahead and scarcity of real estate properties, then the prices wi…”

What’s wrong: AI-generated "Dubai city of the future" concept, not real footage: impossible mobius calligraphy, glyph-salad on the signage, fantasy architecture, deformed people. Under a real broker's video it looks like an obvious Midjourney/Runway render — a hit to trust.

What to do: If you keep it as a vision-of-the-future visualization, clearly label it with a "concept/AI" caption, trim it to 1.5-2s, dial back the bloom, and don't let the camera linger on the dome and the signs.

realism

2/5

fit with video

4/5

Artifacts

Arabic calligraphy bending into a mobius loop on the dome — physically impossible, text glyph-salad
Unreadable pseudo-Cyrillic on the road signs
Mirror-symmetric fantasy buildings with mushroom-shaped canopies
Deformed/fusing human figures
A driverless tram with no rail logic running in the car lane
Over-cinematic bloom, sterility, none of the real-world imperfections

Replace with: Replace with real drone/ground b-roll: the actual Museum of the Future (the same calligraphy dome exists in real life and reads correctly), Dubai Marina, Sheikh Zayed Road, the Dubai Tram on its tracks, City Walk/DIFC. Real footage carries the same message with no artifacts.

Drone/CGI aerial of a manmade island packed with identical villas, impossibly perfect turquoise water, skyline composited into background haze

keeplooks AI

Now · keep as is

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14:16

What’s wrong: False positive: this is a real drone shot of Jumeira Bay island / Bvlgari Resort in Dubai (the recognizable "seahorse" shape + the Bvlgari lighthouse + the Burj Khalifa skyline in the haze). The suspicion came from the real repetition of the master-plan villas and the hot turquoise grade, not from synthetic artifacts. Caustics through the water, asymmetric boat wakes and correct atmospheric perspective all confirm a real sensor.

What to do: Grade only, optional: pull the water saturation down ~10-15%, add clarity on the mid-ground villas. No replacement needed.

realism

5/5

fit with video

4/5

Artifacts

Aggressive saturation push on the turquoise water (grade, not generation)
Slight over-smoothing/denoise on the mid-ground villas
Compression mush in the far skyline haze

Replace with: If desired — another real Dubai aerial from the project's b-roll (Palm/marina), but not required here.

CGI aerial of a symmetrical flower-shaped island development, radiating villa rows, unnaturally vivid turquoise water

replaceconfirmed AI

Now · on screen

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14:19

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Replace with (real clip)

C5285 end 2-3s (Burj Khalifa / skyline prominent) · tracking — forward push, Dubai skyline and Burj Khalifa grow into frame 🎬 B-roll · muted

hear (Arty VO): “So point being is that even though there are conflicts, if the country has a clear structure, clear planning up ahead and scarcity of real estate properties, then the prices will grow.…”

What’s wrong: This is 100% AI-generated — a Dubai "flower island" development, not real aerial footage. For a real-estate broker's audience it's actively harmful: showing a made-up, physically impossible development inside a story about real Dubai undercuts trust exactly where Arty is selling actual properties. The shot clashes with the live feel of the video — the surrounding material is real (desert/Jeep/lake/apartment), while this is a glossy CGI render with a different texture, color, and stock-photo vibe.

What to do: Replace with real Dubai waterfront/island aerial footage. If the deadline is tight and the shot stays, flag it as a stylized CGI illustration (cut it under 1.5–2s, light blur/vignette plus a clear "concept/visualization" super) so viewers don't take it for a real property. But priority is replace — at minimum get that giveaway central "disc-mushroom" landmark out of frame entirely.

realism

2/5

fit with video

2/5

Artifacts

Central object — a giant "disc-mushroom" on a single stem in the middle of the park: architecturally nonsensical form, a classic AI-hallucinated landmark (crop_center)
Villa rows — cloned identical white blocks with melted edges, inconsistent roof geometry, and neighboring houses with different floor counts (crop_villas)
Road markings and pedestrian bridges dissolve/break off, paths don't connect — typical AI morphing of linear structures
Fake "Palm": pseudo-Palm Jumeirah with the wrong number of fronds, a melted crescent breakwater, no monorail or trunk — doesn't match the real geometry (crop_palm)
Background skyline — a mushy AI smear of towers with no clean edges, dissolving into texture noise toward the horizon
Floating mesh solar array sitting directly on open water with no supports and casting almost no shadow — physics violation (crop_solar)
Hyper-saturated turquoise water with a painterly ripple texture; underwater reefs/shadows smeared into blobs
Island symmetry unnaturally perfect (mirror-image "flower") — unrealistic for reclaimed-land development
Boats with no wakes, sitting like stickers on the water
The "20" graphic (fragment of a year/number overlay) is an edit legend, not a frame defect, but it confirms this is a b-roll insert under the text

Replace with: Best swap from Arty's real footage: drone/aerial over Al Qudra lake or the desert dunes (desert_drive / al_qudra_lake) — already live and on-theme for Dubai/nature; or a Jeep drive through the desert as a chapter establishing shot. If you specifically need an urban-Dubai property view, use a real apartment/balcony shot looking over the city from Arty's footage, or a neutral licensed real-stock aerial of Marina/Palm (not AI). Volleyball/camping/Core event don't fit here thematically.

Generic well-dressed businessman lounging on a leather couch in an upscale glass-walled office, warm wood ceiling, evening city view

replaceconfirmed AI

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14:33

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Replace with (real clip)

C5285 end 2-3s (Burj Khalifa prominent) · tracking 🎬 B-roll · muted

hear (Arty VO): “Even in Dubai, before the conflict started and impacting in whatever way it's impacting right now, people are constantly asking, is Dubai a bubble? Like the prices have been growing consecutively for …”

What’s wrong: This is NOT Arty and NOT real footage — it's a generic AI/stock "Dubai businessman" (a different man) dropped in as filler b-roll under the "...Is Du[bai]" title. At a glance the shot reads clean (hand on the armrest is anatomically right, five fingers, shadows correct), so it slips by in the flow. But on closer inspection a stack of AI tells surface — and the real issue is the face swap: a viewer who just saw the real Arty in the interview suddenly sees a "polished stranger from stock" for a beat. That hits trust: it's a channel about a real broker, and here's a faceless corporate avatar that, on a close look, falls apart (mushy skyline, morphing table).

What to do: Replace the whole shot with 5 seconds of real Arty footage. This is a generic AI-stock man (not Arty), so "improving" it is pointless — the face is wrong and no amount of retouching fixes that. The "...Is Dubai" title (white "Is" + lime "Du") is a separate editor caption overlay, it's clean — keep it and lay it over the new real shot. If the timing calls for an apartment/office interior, grab a real shot of Arty in the apartment or at a Core event, not an AI composite.

realism

3/5

fit with video

2/5

Artifacts

Dubai skyline through the glass — a soft, unreadable mass of buildings with not one recognizable silhouette (no Burj Khalifa), a classic AI background; the towers' reflection on the marble floor is smeared and doesn't match the geometry above
Glass-wall geometry: the gold mullions are spaced inconsistently, and their reflection on the floor bends unnaturally — no real curtain-wall logic
Side table: the gold frame is physically incoherent — the legs-to-glass-top joint and the lower support "melt" (furniture morphing, typical of AI)
Face/teeth: waxy over-smoothed skin, mouth and teeth slightly soapy — generic AI-businessman texture, not a single pore or real micro-detail
Left hand with the watch: the hand dissolves into the trouser fabric under the thigh, the wrist-to-hand read is ambiguous; the watch is a generic blurred chronograph with no coherent dial (no hands, no subdials)
Leg/shoe: bare ankle with no sock and plastic-smooth skin; the oxford lacing is inconsistent — eyelets/loops don't resolve into one pattern; the trouser-cuff-to-bare-skin transition is blurred
Leather couch: seams and panels lose continuity in places, the leather is too "perfect" and seamless, with none of the real creasing under weight

Replace with: The line "...Is Dubai" sits perfectly under real establishing material from Arty's shoot: a Dubai pano/drive (Jeep in the desert with the city behind, or a highway drive), an Al Qudra lake / camping shot at sunset (warm evening light matches the current shot's tone), or a real apartment/Core event with Arty himself on camera. Best mood match for "evening city + premium" is a real wide Dubai shot from the desert/lake block in warm sunset light; if you specifically need "a person in an interior," use real Arty at a Core event.

Glass-walled conference room with a city panorama; six generic "businessmen" in suits around a table, one man standing at the head running the meeting, laptops and papers on the table

replaceconfirmed AImajor

Now · on screen

▶

14:51

→

Replace with (real clip)

C5223 whole clip (long-take VO bed; if trimmed, use the mid section where Arty is gesturing/explaining) · handheld 🗣 On-cam

hear (Arty VO): “But the same thing we heard in 2020, when COVID broke out, people started saying, oh, the market is going to shut down. I'm going to wait for 2022 or 2023.…”

🗣 on camera: “How was your volleyball today?” “It was my first time playing there.”

What’s wrong: This is a fully AI-generated stock "business meeting during a market crash" dropped into the authored vérité footage of Arty's life. A viewer who's watched a real person the whole video (desert, Jeep, apartment, Core event) suddenly gets an overcooked teal-tinted conference room with generic "businessmen" and theatrical expressions (a woman covering her mouth in horror, a man clutching his head). At first glance it passes as stock, but on a pause / in 4K it falls apart: the text on the newspapers and documents is pseudo-letter gibberish, the Black man's hands on the right fuse into a solid mass, and several laptops show cloned identical red "crash charts." It hits trust: a channel about a real broker's life, and here's an obvious AI stock composite — it reads like a cheap filler illustration and breaks the documentary tone.

What to do: Replace the whole shot (6s, TC 14:51, ch20). This isn't fixable with grade or retouch — the defects are structural (text gibberish, broken hands, cloned screens). If the beat needs "market/instability/business context," use either honest licensed stock of a real conference room/market chart (labeled as stock) or — stronger for this channel — a shot of Arty himself at work. At minimum, if the deadline is tight and the shot stays, cut it to 1.5–2s and push it out of focus into the background under VO so the viewer can't read the papers or study the hands — but that's a half-measure, priority is replace.

realism

2/5

fit with video

1/5

Artifacts

Text gibberish on every paper: the newspaper headline reads as "MARKET INSTABILITY / ...ECONOMIC INSTANIS / FINANCAL" — letters morph, repeat, and never form real words (classic generative gibberish)
Documents/printouts on the table flooded with pseudo-lines: rows of letter-shaped glyphs with no meaning, fake B&W photo blocks inside
The Black man's hands on the right are broken: fingers fuse into one mass by the tablet, wrist and watch geometry collapses on upscale
Several laptops/tablets show a nearly identical red "crash" chart — a cloned asset, different angles, same pattern
Theatrical stock expressions and poses: woman covering her mouth in horror, gray-haired man gripping his temples — overacted emotion, not a live reaction
Over-cinematic teal/gray color cast and a gloomy CGI sky outside the glass — a single flat grade, nothing like an on-location Dubai shoot
City skyline outside the glass is blurred, a Burj Khalifa-type tower reads as a generic AI silhouette with no clean architectural detail and no correct reflections in the glass
Ceiling LED panels and glass partitions "swim" geometrically — lines don't converge, typical spatial drift of generation
Face lighting doesn't agree with the gray overcast window as the sole source — blown-out even shirts against an overcast background

Replace with: Replace with real Arty footage carrying the same "work/deals/market pressure" meaning: shots from a Core event (Arty at a business event in a suit, real people, real energy) — that's the direct documentary equivalent of the conference room; or Arty in the apartment / at the laptop / on a call as work context. If you need the "city/Dubai-business vibe," drop in real b-roll of the Dubai skyline from the shoot day (desert/lake/Jeep drive give geography and authenticity instead of a synthetic CGI window). Ideal: a Core event close-up on real emotion/reactions instead of stock generic faces.

Man sitting in the sand, back to camera, on a twilight beach; across the bay, the Dubai skyline silhouette with Burj Khalifa in a pink-violet sunset, mirror reflections on the wet sand

keeplooks AI

Now · keep as is

▶

15:43

What’s wrong: False positive: this is a real "golden/blue hour" beach shot (likely Jumeirah/Al Mamzar looking toward the skyline) on a long lens — hence the large, readable city across the bay. No signs of AI / sky compositing.

What to do: Nothing critical. To kill any doubt — check the city parallax and water motion on the timeline (live movement rules out generation).

realism

4/5

fit with video

5/5

Artifacts

Slight "cottony" softness on the skyline at the horizon — long-lens shot through the bay haze
Burj Khalifa silhouette is geometrically correct, no AI "melting"
City lights and reflections on the wet sand are physically consistent with the sunset
Wave edge/foam has natural micro-structure with no repeats
Pose/shadow/figure-to-sand contact are organic

Replace with: No replacement needed — strong mood shot for a closing beat.

Close-up of a pensive man in a dark tee sitting on a twilight beach, blurred sea behind; over-smoothed cinematic skin

replaceconfirmed AI

Now · on screen

▶

15:45

→

Replace with (real clip)

C5404 mid 1-4s (campfire burning, Arty seated) · static 🗣 On-cam

hear (Arty VO): “Or they're scared that if they start doing it, they won't have any result and then they will end up without an income. A little bit of faith in yourself. That's what I would say will help people just …”

🗣 on camera: “In Ras Al Khaimah there was a funny story…”

What’s wrong: The main problem is NOT technical, it's identity: the close-up is NOT Arty, it's a generic model — "thoughtful entrepreneur at sunset." It's obvious the instant you cut it against the real Arty literally a shot later (frame_203 — the real Arty in the Jeep, cap/shades, different face, different build, stubble like in the studio/desert). The pair #201 (wide "sad guy on the beach" with the Dubai silhouette) + #202 (close-up) is a stock emotional insert, not footage of the subject. For a viewer watching a personal-brand film about a specific person, a stranger's face in the hero role = a swap and a hit to trust (the documentary read breaks). The skin adds to the fakeness: over-smoothed "filmic" texture with no pores, a waxy specular on the forehead/cheekbone, a soft unnatural transition from stubble into a smooth cheek — traces of AI upscale/denoise over stock.

What to do: Replace the WHOLE pair #201+#202 (wide + close-up) with real Arty footage. This isn't a grade tweak — the face is wrong and can't be fixed. For the pensive close-up, use a real Arty shot from the material: a quiet moment at the lake/camping or his real profile at sunset. If the beat truly needs "reflection on the shore," put in a real Arty shot by the water (Al Qudra lake) instead of the stock beach with a stranger model.

realism

3/5

fit with video

2/5

Artifacts

Face is NOT Arty: younger, different facial geometry and build, differs from the real subject in the adjacent frame_203 (Jeep) and from the studio/desert
Skin: no pores, waxy specular highlight on the forehead and cheekbone, over-smoothed "cinematic" texture — typical AI upscale/denoise
Stereo: the stubble line (jaw/chin) softly "dissolves" into a smooth cheek with no clear hair structure
Eyebrows dense, slightly "stamped"; a couple of hair strands on the right look a touch painterly but aren't torn
The hand is hidden (forearm on the knee) — no obvious hand artifact, but no alibi either
Tee fabric at the neckline/shoulder is soft, the folds a touch "soapy" but coherent — not critical
Background (sea/sand) is honest bokeh, no artifacts; scene geometry/physics are fine

Replace with: From real YTCR01 footage: 1) Al Qudra lake / camping at sunset — a genuine contemplative shot of Arty by the water (best direct swap for "thoughtful on the shore"); 2) desert at sunset — Arty in close-up, the warm twilight light matches the mood; 3) if you need a wide silhouette with Dubai — use a real wide of Arty, not stock. Keep Jeep/volleyball for energy, but cover the reflective close-up with lake/desert featuring the subject himself.

Dubai skyline at golden-hour sunset: blazing sun top-left, Burj Khalifa center spire, hazy silhouetted skyscrapers (Marina/Downtown), warm orange wash over whole frame, green lens-flare orb bottom-left

keeplooks AI

Now · keep as is

▶

15:57

What’s wrong: This is NOT AI and not a synthetic composite — it's a real telephoto golden-hour pano of Dubai (a licensed stock plate or a real long-lens timelapse). The initial classification was wrong: the "green orb" and "airbrushed haze" were read as AI artifacts, when in fact it's real optics. Burj Khalifa is architecturally accurate (Y-plan with stepped setbacks, telescoping spire, antenna — AI breaks this reliably, here it's flawless). Dozens of construction tower cranes have physically correct lattice geometry on the jibs/counterweights — that's the prime failure point of generative models, and here it all holds. The "green orb" is a real axial lens-flare ghost: it sits on the optical axis directly opposite the sun (sun top-left, ghost bottom-right), with chromatic fringing — pure glass physics, not a comp. The haze has a real density gradient (aerial perspective: distant planes lighter/lower contrast), not a uniform airbrush. No faces, hands, text, morphing, or swimming edges. The only real gripe isn't authenticity, it's taste: it's a glossy "postcard" pano that smells slightly of stock against Arty's authored shots (desert/Jeep/volleyball/lake), but as an 11-second closing glamour beat on the outro (ch21, 15:57) it's a fine move.

What to do: Leave it as is — no authenticity fix needed (this is real footage, not AI). If you want to push it toward the video's overall "personal" tone, add light atmospheric grain (image_add_grain) and a barely-there halation/handheld micro-jitter to kill the "too-clean stock" feel. In review/QC, drop the broll_ai flag → reclassify as broll_stock/licensed and just confirm the license/source with the editor (it's a licensed or timelapse plate — usage rights are the only thing worth checking).

realism

5/5

fit with video

4/5

Artifacts

Burj Khalifa — correct Y-plan with stepped setbacks + telescoping spire + thin antenna (see /tmp/q_burj.png)
Tower cranes (multiple) — physically coherent lattice jibs/counterweights/diagonal stays, no breaks or melting (see /tmp/q_right.png, /tmp/q_left.png)
Unfinished towers with an open core/frame at the top — a mundane realistic detail an AI "postcard" would drop
Green orb = a real axial lens-flare ghost on the axis opposite the sun, with chromatic fringing and a warm secondary halo (see /tmp/q_flare.png) — optics, not a comp
Haze = a real aerial-perspective gradient (denser at the horizon, thinner higher up; distant planes lose contrast) — not an airbrush
Straight coherent vertical edges on all buildings, correct layering of 3–4 receding planes (see /tmp/q_left.png)
No faces/hands/text/reflection issues in frame — nothing to morph

Replace with: If the producer wants the most "own" ending instead of a stock pano — swap in an authored golden-hour shot of Arty: drone/wide from the camping or the lake (al_qudra_lake) at sunset, or a silhouette of the Jeep on the dunes against the setting sun (desert_drive) — same warm sunset mood, but shot by Arty himself, which boosts trust on the outro. The Dubai pano can stay as a 2–3s establishing insert before the personal shot, not as the whole 11-second finale.

YTCR · Core Realty Dubai · Arty Dzis · Visual QC · old v8 breakdown · Producer: Roman Sergeev · RYA.AE · 2026-06-05