## 🔍 Core Insights **Anthropic** became the focus this week. White House technology advisor Sacks, based on its S-1 filing, asserted that it could become the **greatest company in the history of capitalism**, while the company is retrofitting **text watermarks** onto four older models to meet the EU AI Act deadline [0][5][19]. On the product side, **OpenAI** announced that starting in December, ChatGPT and **Codex** will share token quotas, while **Perplexity** demonstrated a new frontier for generative applications with "generate an interactive museum from a single sentence" [3][2]. ## 🚀 Key Updates - **Sacks Praises Anthropic as "the Greatest Company in the History of Capitalism"** [0]: The White House technology advisor, based on the S-1 filing, said it could become the highest-returning venture capital project ever. - **Anthropic Retrofits Watermarks onto Four Older Claude Models** [5]: Covering Mythos 5, Opus 4.7/4.6, and Sonnet 4.6, to meet the EU AI Act's December deadline. - **OpenAI to Share Token Usage Between ChatGPT and Codex Starting in December** [3]: Plus, Pro, and Business plan quotas will be merged, as the ChatGPT Work agent feature is integrated into the main experience. - **Perplexity Supports Generating an Interactive Museum from a Single Sentence** [2]: Demonstrated the generative interaction capability of "computer, build me an interactive museum." - **Databricks Lakebase Branching Used for CI/CD Practices** [1]: Snorkel AI creates an independent database branch for each PR, replacing the roughly 20-minute full Aurora restore. - **University of Illinois Proposes ClaimNov to Improve Novelty Checks** [4]: Splits proposals into claim-by-claim comparisons, catching plagiarism at a 97% rate while greatly reducing false positives. - **xAI Shares Advanced Grok Bot Usage** [21]: Routines support scheduled tasks and subscription-based triggers, enabling automatic email summarization and writing to Notion. - **Stageshow Skill Released** [10]: Helps Agents generate fake UI still images, animations, and bento grids, installable via npx. ## 🔗 Sources [0] US White House technology advisor Sacks says Anthropic could become the greatest company in the history of capitalism — https://aihot.news/items/dpm21l66z2iizblehsdg09c8t [1] Databricks Lakebase branching feature used for CI/CD: practical experience with 100 PR databases — https://aihot.news/items/linlo0a4vt15kn999zaaqwdxe [2] Perplexity generates an interactive museum from a single sentence — https://aihot.news/items/bdr4wzfygol4lz52ptme168wh [3] OpenAI official documentation announces that starting in December, Plus, Pro, and Business plans will share token usage between ChatGPT and Codex — https://aihot.news/items/hvpncb367m05u2z49ltb6mm8u [4] University of Illinois paper proposes ClaimNov to improve novelty checks in AI research workflows — https://aihot.news/items/fbj22bujlnrzl6wn1geuth4jj [5] Anthropic retrofits watermarks onto four older Claude models; two older models can be bypassed via sampling parameters — https://aihot.news/items/qb62rmlob1dhgxxgycxshlg02 [10] Stageshow skill released: helps Agents generate fake UI still images, animations, and bento grids — https://aihot.news/items/hou4m47fbpr