# Sources / 圖像與事實來源

The original agenda title, Latest Agentic Harness Trends, is retained as a 30-second research handoff with a QR code to the related PolyU guest lecture. The new title is When AI Can Do the Work, What Will We Do? English is the main language. Smaller Chinese text supports comprehension. Research charts checked September 12, 2026. Agent landscape product positioning checked September 13, 2026. Opening images located and checked September 13, 2026.

| Slide | File | Creator / owner | Source | Date | Use and treatment |
|---|---|---|---|---|---|
| 1 | assets/polyu-research-qr.png | Bruce Huang | [Source](https://brucehuang.ai/talks/polyu-ai-phd-guest-lecture-2026-09/) | 2026-09-13 | Functional QR code encoding the exact public PolyU research URL; independently decoded from final slide renders. |
| 2 | assets/dario-pace-frontier-title-2026-09-13.png | Dario Amodei | [Source](https://darioamodei.com/post/we-must-pace-the-frontier) | Captured from the public original in a browser, September 13, 2026 | Title detail only: author, complete essay title and month retained; body text omitted. Documentary screenshot for direct commentary. |
| 3 | assets/openclaw-human-evolution.jpg | Bruce Huang / OpenClaw Asia event material | [Source](https://brucehuang.ai/talks/clawcon-macao-opening-2026-05/) | 2026-09-13 | Complete embedded image from page 2 of the public ClawCon Macao opening deck. Existing event artwork, not newly generated. |
| 3 | assets/new-yorker-tech-support.jpg | R. Kikuo Johnson / The New Yorker | [Source](https://www.newyorker.com/culture/cover-story/cover-story-2017-10-23) | Cover dated October 23, 2017; checked 2026-09-13 | Full cover preserved, including masthead, issue date and artist signature. Used for direct commentary on the image. Bruce's interpretation is not a prediction or a claim about the artist's intent. |
| 5 | assets/openclaw-asia-hk.jpg | Bruce Huang / Public OpenClaw HK community event photo, 2026 | [Source](https://brucehuang.ai/talks/polyu-ai-phd-guest-lecture-2026-09/) | 2026-09-02; product positioning rechecked 2026-09-12 | Original public image or website capture from the prior PolyU deck; complete frame. |
| 6 | assets/codex-departments.png | OpenAI, June 2026 / Internal employees / Share of output tokens | [Source](https://openai.com/index/how-agents-are-transforming-work/) | Checked September 12, 2026 | PDF page 9, Figure 3b only; complete panel including axes and legend, 1800px page render crop x175 y825 w1060 h630; panel A is external firms and is not shown. |
| 7 | assets/us-china.jpg | Stanford AI Index 2026 / Arena data through March 2026 | [Source](https://hai.stanford.edu/ai-index/2026-ai-index-report/technical-performance) | Checked September 12, 2026 | Original research panel or official image, used for direct discussion. |
| 8 | assets/workbuddy-home.png | Tencent WorkBuddy / Official website capture, September 12, 2026 | [Source](https://www.workbuddy.ai/) | 2026-09-12 | Official webpage viewport capture; complete frame; cookie dialog closed with UI where applicable. |
| 9 | assets/agent-loop.png | Anthropic / Building effective agents / December 19, 2024 | [Source](https://www.anthropic.com/engineering/building-effective-agents) | Checked September 12, 2026 | Original research panel or official image, used for direct discussion. |
| 11 | assets/openclaw-home.png | OpenClaw / Official website capture, September 12, 2026 | [Source](https://openclaw.ai/) | 2026-09-12 | Official webpage viewport capture; complete frame; cookie dialog closed with UI where applicable. |
| 12 | assets/hermes-home.png | Nous Research / Capture September 2 / Positioning checked September 12, 2026 | [Source](https://hermes-agent.nousresearch.com/) | 2026-09-02; product positioning rechecked 2026-09-12 | Original public image or website capture from the prior PolyU deck; complete frame. |
| 13 | assets/deepseek-harness-home.png | DeepSeek / Capture September 2 / Positioning checked September 12, 2026 | [Source](https://deepseek.com/harness/en/) | 2026-09-02; product positioning rechecked 2026-09-12 | Original public image or website capture from the prior PolyU deck; complete frame. |
| 19 | assets/autonomy-duration.png | Anthropic / Measuring agent autonomy / February 18, 2026 | [Source](https://www.anthropic.com/research/measuring-agent-autonomy) | Checked September 12, 2026 | Original research panel or official image, used for direct discussion. |
| 21 | assets/economy-exposure.jpg | Stanford AI Index 2026 / US occupational data, 2021–2025 | [Source](https://hai.stanford.edu/ai-index/2026-ai-index-report/economy) | Checked September 12, 2026 | Original research panel or official image, used for direct discussion. |

## Scope of the visuals and claims

- The opening pairs an existing OpenClaw Asia event illustration with R. Kikuo Johnson's **Tech Support**, the New Yorker cover dated **October 23, 2017**. The related article was published October 16. Both complete images are retained for direct commentary. The comparison is Bruce's interpretation of two possible futures, not a prediction or a claim about the artist's intent.
- OpenClaw Asia is an independent regional community, not an official regional subsidiary. The biography and Hong Kong event photo were already public on Bruce's website.
- OpenAI's chart is Figure 3b, June 2026. It shows output-token shares for internal employees, not productivity gains or general adoption rates.
- Stanford's Arena chart compares leading US and Chinese models using data through March 2026. It supports a discussion of model capability, not a current ranking.
- Tool categories describe entry points and overlap. Current actions depend on version, tools and permissions. DeepSeek Harness remains a developer preview.
- The autonomy chart is the 99.9th percentile of continuous execution time. The median was around 45 seconds. Runtime is not human labor replaced.
- Employment data cover selected US occupations from 2021 to 2025. The chart alone does not establish AI causation.
- Qinglan, candidate records and the HolyCrab scenario are fictional teaching materials, not customer data or measured business results.

## Why this talk turns to people

- Slide 2 quotes the original essay title and short responses from Sam Altman and Elon Musk. All four primary pages were read directly in a browser on September 13, 2026. The image is a title detail from the original essay, with the author and month intact.
- Dario advocates pacing frontier capability growth so alignment and safety can keep up. Anthropic commits to ongoing access for embedded external evaluators. His broader plan also proposes coordination within democratic countries and globally.
- Sam supports pacing and commits OpenAI to the independent-evaluator arrangement. Musk writes “Dario is right”. These responses do not establish agreement on every proposal.
- Dates on the slide use Hong Kong time: Dario and Musk September 12, Sam early September 13. The essay itself is labeled September 2026.
- The bridge to human judgment and work is Bruce's interpretation for this talk. It is not evidence of a particular job-loss forecast or a claim that development has stopped.

## Current agent landscape

- Slide 10 is an original four-area diagram by Bruce Huang, based on official product documentation. The areas represent common task entry points, overlap, and do not score capability or autonomy.
- Claude Cowork is the product name. Grok Bot is the persistent cloud teammate; Grok Build is the coding agent.
- Alibaba announced QwenWork / 千問辦公 on August 3, 2026, integrating core capabilities from QoderWork, Mulerun and Wukong.
- Doubao Work is documented in the policy published September 10, effective September 17, 2026. Availability depends on client version and rollout; this slide does not establish universal access on the talk date.

## Product references

- https://brucehuang.ai/talks/polyu-ai-phd-guest-lecture-2026-09/
- https://darioamodei.com/post/we-must-pace-the-frontier
- https://x.com/darioamodei/status/2098773920774074715
- https://x.com/sama/status/2098811563415150910
- https://x.com/elonmusk/status/2098789109980332057
- https://brucehuang.ai/talks/clawcon-macao-opening-2026-05/
- https://www.newyorker.com/culture/cover-story/cover-story-2017-10-23
- https://brucehuang.ai/
- https://openai.com/index/how-agents-are-transforming-work/
- https://openai.com/codex/
- https://claude.com/product/claude-code
- https://claude.com/product/cowork
- https://hai.stanford.edu/ai-index/2026-ai-index-report/technical-performance
- https://www.workbuddy.ai/
- https://www.codebuddy.cn/docs/workbuddy/Quickstart
- https://www.doubao.com/download/desktop
- https://www.anthropic.com/engineering/building-effective-agents
- https://openai.com/index/introducing-the-codex-app/
- https://code.claude.com/docs/en/overview
- https://cursor.com/docs/agent/overview
- https://docs.x.ai/build/overview
- https://docs.github.com/en/copilot/concepts/agents/cloud-agent/about-cloud-agent
- https://docs.qoder.com/desktop/overview
- https://cloud.tencent.com.cn/product/workbuddy
- https://www.doubao.com/legal/privacy
- https://ali-home.alibaba.com/document-2021039099929952256
- https://manus.im/solutions/product
- https://docs.x.ai/grok-bot/overview
- https://openclaw.ai/
- https://hermes-agent.nousresearch.com/
- https://deepseek.com/harness/en/
- https://holycrab.ai/
- https://www.anthropic.com/research/measuring-agent-autonomy
- https://hai.stanford.edu/ai-index/2026-ai-index-report/economy

External images remain the property of their creators. Their inclusion for discussion does not grant a general license to reuse the artwork.

## Afternoon workshop teaser / slide 25

Suggested time 1:10. Introduce for 10 seconds, play the complete 40-second clip, then invite for 20 seconds.
Here is a fictional AI ad about a future we do not have to choose.
After playback: This afternoon, let us use AI to tell our own stories. We will use Codex and HolyCrab to turn one idea into two connected clips. Bring your laptop and a product idea.
中文提示：這是 AI 諷刺短片，片中人物訪談和失業數字屬於虛構，不是真實言論或預測。影片結尾署名 AiCandy；不要稱為 HolyCrab 案例。下午練習兩段相接的短片，不承諾復刻整支廣告。
Source: https://x.com/brahma_4u/status/2098741228108202254
Workshop: https://brucehuang.ai/talks/ai-ultra-video-workshop-2026-09/cli-review/
Full 40.054-second clip retained including end credit. Read as fiction, not a forecast or real executive testimony. Visuals and burned-in subtitles reviewed; audio not independently assessed.


## Slide 2: Four AI leaders (v11)

Demis is shown for a separate earlier proposal, not a direct response to Dario.
- https://darioamodei.com/post/we-must-pace-the-frontier
- https://x.com/darioamodei/status/2098773920774074715
- https://x.com/sama/status/2098811563415150910
- https://x.com/elonmusk/status/2098789109980332057
- https://demishassabis.substack.com/p/a-framework-for-frontier-ai-and-the-dawning-of-a-new-age

Portrait provenance (editorial use):
- Dario: https://nextomoro.com/dario-amodei/
- Sam: Reuters photo, https://techstory.in/openai-removes-ceo-altmans-ownership-from-its-venture-capital-fund/
- Elon: https://globalny.biz/person/id/225
- Demis: https://www.nobelprize.org/prizes/chemistry/2024/hassabis/facts/


## Slide 10: Product logos and complete assignments (v12)

Task groups are illustrative and overlap. Brand marks identify the named products; they do not indicate endorsement.

- https://help.openai.com/en/articles/20001275-chatgpt-work-and-codex
- https://www.genspark.ai/helpcenter/super-agent
- https://www.perplexity.ai/products/computer

| File | Owner / mark | Source | Use | Checked |
|---|---|---|---|---|
| assets/logo-claude.png | claude | https://assets.claude.com/95a868946ac8a31e5ff832e2899f294aa368b836.png?w=256&h=256 | Nominative product identification; original marks, format converted | 2026-09-13 |
| assets/logo-cursor.png | cursor | https://cursor.com/marketing-static/icon-192x192-light.png | Nominative product identification; original marks, format converted | 2026-09-13 |
| assets/logo-qoder.png | qoder | https://img.alicdn.com/imgextra/i4/O1CN01QkSxiCocd3D0prc8_!!6000000008124-2-tps-412-412.png | Nominative product identification; original marks, format converted | 2026-09-13 |
| assets/logo-doubao.png | doubao | https://lf-flow-web-cdn.doubao.com/obj/flow-doubao/favicon/new-doubao/192x192.png | Nominative product identification; original marks, format converted | 2026-09-13 |
| assets/logo-qwen.png | qwen | https://img.alicdn.com/imgextra/i2/O1CN01taBbMS1CfyJoOt0lB_!!6000000000109-2-tps-80-80.png | Nominative product identification; original marks, format converted | 2026-09-13 |
| assets/logo-manus.png | manus | https://manus.im/icon.png?icon.1k-e-nyr3k65n.png | Nominative product identification; original marks, format converted | 2026-09-13 |
| assets/logo-openclaw.png | openclaw | https://openclaw.ai/apple-touch-icon.png | Nominative product identification; original marks, format converted | 2026-09-13 |
| assets/logo-hermes.png | hermes | https://hermes-agent.nousresearch.com/icon.png?icon.160vfo.zgihhn.png?dpl=dpl_Dn4bFUJD5UVrjtU6JD5M3DH9HnFB | Nominative product identification; original marks, format converted | 2026-09-13 |
| assets/logo-codex.png | codex | https://raw.githubusercontent.com/lobehub/lobe-icons/master/packages/static-svg/icons/codex.svg | Nominative product identification; original marks, format converted | 2026-09-13 |
| assets/logo-chatgpt.png | chatgpt | https://raw.githubusercontent.com/lobehub/lobe-icons/master/packages/static-svg/icons/openai.svg | Nominative product identification; original marks, format converted | 2026-09-13 |
| assets/logo-copilot.png | copilot | https://raw.githubusercontent.com/lobehub/lobe-icons/master/packages/static-svg/icons/githubcopilot.svg | Nominative product identification; original marks, format converted | 2026-09-13 |
| assets/logo-grok.png | grok | https://raw.githubusercontent.com/lobehub/lobe-icons/master/packages/static-svg/icons/grok.svg | Nominative product identification; original marks, format converted | 2026-09-13 |
| assets/logo-perplexity.png | perplexity | https://raw.githubusercontent.com/lobehub/lobe-icons/master/packages/static-svg/icons/perplexity-color.svg | Nominative product identification; original marks, format converted | 2026-09-13 |
| assets/logo-workbuddy.png | workbuddy | https://download.codebuddy.cn/web/workbuddy/93a7cd0d70556625552d16b09c6a9cf8c2e089b9/assets/logo.svg | Nominative product identification; original marks, format converted | 2026-09-13 |
| assets/logo-genspark.png | genspark | https://www.genspark.ai/apple-touch-icon.png | Nominative product identification; original marks, format converted | 2026-09-13 |


## Slide 17: Actual iPhone Duo workshop result

Source: latest Vibe-Filming-24-Actual-Inputs.pptx, slide 16 (2026-09-13).

| Asset | Owner | Source | Use |
|---|---|---|---|
| iphone-duo-result.mp4 / .jpg | Bruce Huang / HolyCrab | https://brucehuang.ai/talks/ai-ultra-video-workshop-2026-09/cli-review/#16 | User-authorized reuse of workshop output; AI concept ad, not official Apple advertising |
| iphone-duo-workshop-qr.png | Bruce Huang | https://brucehuang.ai/talks/ai-ultra-video-workshop-2026-09/cli-review/handout/slide-16.html | Workshop handout link |


## Slide 25: HolyCrab WhatsApp group

| File | Owner | Source | Use |
|---|---|---|---|
| holycrab-whatsapp-qr.png | Bruce / HolyCrab | https://chat.whatsapp.com/EFQX2sWTGokJ8Du4wSLs6u?mode=gi_t | User-authorized reuse of the existing Workshop group QR |


## Japanese BD case — slide 17

Bruce-provided Japanese client introduction, reused from AI Ultra Video Workshop slide 9. 34.125 seconds, 480 × 854. Assets: bruce-japanese-intro.mp4 / .jpg. No production-model or commercial-outcome inference.
https://brucehuang.ai/talks/ai-ultra-video-workshop-2026-09/cli-review/handout/slide-09.html


## Slide 5 — ClawCon Macao

clawcon-macao-opening.jpg: OpenClaw Asia post, Bruce Huang opening remarks. Venue caption supplied by Bruce: The Venetian Macao. Original photo https://pbs.twimg.com/media/HJnnb_HbAAAARFn.jpg?name=orig
https://x.com/OpenClaw_ASIA/status/2060935146295984377


## Current case order (v20)
Slide 17: Japanese BD introduction. Slide 18: iPhone Duo workshop advertisement. Original workshop source slide numbers remain unchanged.


## Slide 5 — HolyCrab screenshot

assets/holycrab-video-generator-public.png: captured from https://holycrab.ai/ on September 13, 2026. Public Visual video generator showcase, cropped to the public product card and logo; not an authenticated task screen.


Slide 5 captions updated at Bruce’s instruction: ClawCon HK (February) above ClawCon Macao (late May). Dates are speaker-supplied.


## Slide 5 tighter community photo framing (v26)

Original photos remain in assets. openclaw-asia-hk-focused.jpg retains the full width and top 900 px (of 1157), preserving faces and the OpenClaw HK logo while reducing lower-body foreground. clawcon-macao-focused.jpg retains the full width and rows 300–1065, focusing on Bruce and the stage; the upper stage display is outside this crop. No content generated or added.