xx0618

В Китае!!!

[xx0618 @xx0618]

1. Pretty ≠ profitable. AI stills/short-clip gigs usually fail from underquotes + week-1 process fails—not weak models. Two Kindle handbooks (a set): Book 1 = ship · Book 2 = quote. Thread ↓

2. Book 2 — Underquoting is usually a missing cost-stack line. Allocate at least 6: tools · credits (+reruns) · failure rate · QC · communication · platform fees. Ugly sheet > “feels right”.

3. Cost stack → target margin → public price. Public price ≈ (cost stack + target margin) ÷ (1 − fee rate). Recheck quarterly.

4. Real Basic/Standard/Premium differ on 4 things: deliverables · rounds · resolution/master · source files (default: no). Same scope, three prices = fake package.

5. Book 1 — Specs + exclusions first; prompts second. Lock ONE reference as the look north star before heavy runs.

6. Polish = same concept + same lock (spends a round). Direction = new mood/product/ratio (change order). Say “polish 1 of 1.”

7. Delivery pack: master · preview · README. Then verify the link like a client would.

8. Ship → https://t.co/BuKAwDx6w7 · Quote → https://t.co/prfLtqTnjQ

好看≠赚钱 → 成本棧六项 → 对外价公式 → 真三档四点 → 锁定基准帧 → 精修vs改方向 → 母版·预览·README → 交付 [B0HNJQX7VT](https://t.co/KmuHpIlrSd) · 报价 [B0HNMZH6DS](https://t.co/DnpXqqqBrG)

[xx0618 @xx0618]

Blender 5.3 can import a Gaussian splat (PLY/SPZ) and render it in EEVEE or Cycles. No add-on.

Two official catches: no splat export yet, and default shading is emissive — relighting is still rudimentary. Test scale and orientation next to your mesh before you promise a client a "3D scene."

If you've been training splat lookdev locally, this is the handoff into a real 3D file.

Follow @xx0618 — I'll share what survives the import.

https://t.co/BCOpsGZxvq

[xx0618 @xx0618]

@bot 这周好像重置了俩次了！

[xx0618 @xx0618]

Not a camera take.

A Gaussian splat, walked by a simulated person with phone shake and gait — rendered live.

Clients want "just an orbit MP4." Sometimes the deliverable is a navigable 3D asset they can re-angle later.

That's lookdev: pick the format that survives the next revision.

@willeastcott / @playcanvas
Follow @xx0618

[xx0618 @xx0618]

很多人看到@elonmusk的这个贴子会问中文区发生了什么？其时他想表达的是：在中文中X是牛逼的意思！

[Elon Musk @elonmusk]

Chinese 𝕏 is 牛逼

[xx0618 @xx0618]

AI UGC agencies charge more than a human UGC clip — for the same 30 seconds.

The markup isn't the face. It's iteration speed + brand lock.

If you sell AI video, price the revision loop, not the first render.

Freelance lookdev notes → follow @xx0618

[xx0618 @xx0618]

@NVIDIAGeForce 没有中国不公平。Leaving China out isn't fair. #RTXON

[xx0618 @xx0618]

The brief that saves your weekend:

"Same character, warmer light" is not a brief.
"Hex #E8C9A0 key, no logo change, keep jacket zipper" is a brief.

I wrote the specs/revisions pack for AI lookdev freelancers:
https://t.co/BuKAwDwyGz

Follow @xx0618 if you want more client-delivery notes, not hype.

[xx0618 @xx0618]

客户要的不是「一次生成很炫」，
是可改、可验收、能过三轮改稿的资产。

商汤 SenseNova 6.8 强调长期记忆 + 可编辑交付（PPTX / 海报 / SVG / 3D）——这正是接单 lookdev 该卖的点。

工具会更新。规格和验收句不会过期。
关注 @xx0618，写 AI 视觉开发怎么交单。

[xx0618 @xx0618]

X 上到底使用的哪种语言最多？

（平台不公布官方占比，下图来自约 5000 万条推文的研究样本）

英语 35.8%
西班牙语 12.7%
葡萄牙语 11.4%
日语 10.5%
阿拉伯语 3.4%
印尼语 3.0%
土耳其语 2.9%
印地语 2.0%（印度主要官方语言之一）
其他 18.3%（中文多半在这里面，单项通常很低）

注意：这是「发帖语言」，不是用户国籍。
大陆用户更常用微博/微信，所以 X 上中文帖看起来特别少——不等于华人少。

接单、写内容，先认清受众在说什么语言。

关注 @xx0618，聊 AI lookdev 接单。

[xx0618 @xx0618]

Most “phone-album AI video” posts are just vibes.

Pretty steam. Soft light. Done.
No brief. No revision path. No way to change one thing without regenerating everything.

I made this clip with the same 5 boxes those posts hide:

1 SUBJECT — mug + desk corner
2 ACTION — steam, quiet morning
3 CAMERA — handheld phone shake
4 LIGHT — soft window from left
5 STYLE — phone album, not ad

If a client can't fill all five, I don't quote fixed "AI video."
Discovery + locked still first. Motion is phase 2.

That's lookdev. Not a vibe prompt.

Follow @xx0618

[xx0618 @xx0618]

Pruna just dropped P-H3-Image into ComfyUI.
8 steps. ~20GB. Local. Edits with up to 8 refs.

Speed is free marketing. What clients pay for:
a STILL look they can revise before you burn GPU on motion.

My gig order: lock still → motion → delivery pack.
Follow @xx0618 for the lookdev side of AI client work.

[xx0618 @xx0618]

Clients don't buy "AI video."
They buy a look they can revise without starting over.

Faster models (Pika H3 Flex, LTX local, Seedance) only amplify that:
locked still → motion → delivery pack.

I write this down for every gig brief now. Saves revision loops.

Follow @xx0618. Books (EN/CN AI Lookdev): B0HNFM7QK6 / B0HNJQX7VT

[xx0618 @xx0618]

Clients don't buy "AI models."
They buy a face that stays the same across 12 ad frames.

Glif's AI modeling agency made that demand loud.
Freelancer move: lead with 1 character × 3 angles × 2 lighting setups — before any video.

That's lookdev. Motion comes second.
Follow @xx0618 for AI lookdev clients can revise.

[xx0618 @xx0618]

@gaoyy9 没了！

[xx0618 @xx0618]

Pika H3 Flex is in ComfyUI now — fast clips with audio, open weights, local runs.

Speed is nice. What pays the invoice: a still look locked BEFORE you burn GPU on motion.

Order I use on gigs: lock still → then motion → deliver proof they can revise.
Follow @xx0618 for freelance AI lookdev.

[xx0618 @xx0618]

@diveshnaidoo @Simulon 这个app真的太酷了！

[xx0618 @xx0618]

@zavrenn @threejs @OpenAIDevs 细节满满的3D小城！

[xx0618 @xx0618]

Glif just launched an "AI modeling agency" — persistent faces into full ads.

The debate is loud. The freelancer takeaway is quieter: clients now expect identity lock across a campaign, not one lucky still.

If you sell AI lookdev, lead with consistency samples (same character, 3 angles, 2 outfits). That's the deliverable.

More lookdev notes → @xx0618

[xx0618 @xx0618]

@PixelAigc 这模型快是快，硬件要求也很高！

[xx0618 @xx0618]

Higgsfield sent ComfyUI a C&D over an open-source challenge.
Comfy kept it up. Winners due ~Nov 6.

Whatever side you're on — one freelancer lesson:

If your whole pipeline lives inside one paid gen app, a brand/policy swap can kill a mid-project gig.

What I do:
• Locked ComfyUI lookdev workflow on my GPU
• Cloud tools only after the look is signed off

Practical notes in my AI Lookdev books. Follow @xx0618.