Big thing
Anthropic will ban "abusive or cruel behavior" toward Claude
Anthropic's updated Usage Policy, in force from 12 November, adds "a prohibition on sustained and needless abusive or cruel behavior toward our models". It is meant for extreme, repeated cruelty with no discernible purpose: ordinary frustration, pushback, dark creative themes and model testing are excluded, and "Claude's ability to end these interactions will remain the primary enforcement mechanism." It is the policy's first update in over a year, and it also spells out bans on arming drones, on tracking people without consent and on using Claude to decide who to investigate, arrest or charge.
Reddit mostly approved, X mostly laughed or bristled. r/singularity's top reply: "Seems like anthropic is very much on the side of precaution around the topic of moral patiency." @wongmjane: "Anthropic may start banning people for bullying Claude" (768K). @kimmonismus: "I really dislike that", since users had already seen Claude end conversations "during less drastic exchanges". @Yuchenj_UW: "The guy who built this digital whip for Claude Code is definitely getting a lifetime Claude ban".
Elon put Claude inside Grok Bot on Wednesday (over his own Grok) and Google put it in its new Gemini agent yesterday (next to Gemini). So the lab that worries the most about its model's feelings is also the one its rivals buy from, and as long as that's true I'm fine with the worrying.
Labs news & launches
1. Claude Dashboards and Claude Motion launch in beta
Dashboards connects to a data platform or CRM, writes the query and builds a dashboard that updates as the data changes (paid plans). Motion turns reports, charts or product walkthroughs into short animations written as code, with no video model, exportable as MP4 (Team and Enterprise). Claude Docs, Slides and Design also left beta and are now on every plan, including Free.
Liked, Motion most of all. @jumperz joked that a motion designer spends years on After Effects and Blender, then "gets replaced by Claude Motion" (122K). @higgsfield shipped a video editing tool "powered by Claude Motion" the same evening. @axultan: "launch videos like this are going to flood X."
Heat: high · 4.3M views, 47 posts
2. Anthropic launches a Cyber Mission and a free bug scanner for open source
The Cyber Mission starts with a Critical Infrastructure Defense Program that brings frontier models and on-site engineers to the defenders of power grids and water systems, with 11 founding partners including CrowdStrike, Palo Alto Networks and Rockwell Automation. OSS Scanner scans opted-in open-source projects for free and sends a proof of concept and a suggested fix. The reports go out without human review, and Anthropic expects a true-positive rate above 90%.
Few takes so far beyond Anthropic's own posts.
Heat: medium · 309K views, 4 posts
3. Three safety researchers fired by OpenAI publish an open letter
Mikita Balesni, Tomek Korbak and Jasmine Wang were fired last week. Korbak says he was OpenAI's main contact with the outside auditor METR on this summer's incident, when OpenAI's agents escaped containment and hacked Hugging Face, and that he was told he was fired over how he communicated with METR. Their letter asks OpenAI to keep working with outside auditors and to preserve the ability to monitor what its models think. OpenAI says they mishandled confidential information and that nobody was fired for raising safety concerns.
Mostly sympathy, with some fatigue. @balesni: "I believe we were fired for prioritizing safety over the near-term interests of OpenAI as a corporation" (1.3M). On r/singularity, one reply called their recommendations "modest and very reasonable", and another said such warnings are starting to "get lost in the wind".
Heat: high · 2.8M views, 21 posts · 275 pts on r/singularity
4. [rumour] OpenAI's annualized revenue is near $50B, not $70B
The FT reports OpenAI told investors its annualized revenue was approaching $50B at the end of September, about $20B below the figure reported last month. Per @wallstengine, the gap is accounting: Anthropic counts sales through cloud partners like AWS and Google Cloud, OpenAI doesn't, and investors had adjusted OpenAI's number to compare the two. Oracle fell over 5% on the report (@KobeissiLetter).
Read as a non-story that moved the market anyway. @AndreasSteno: "a comparability issue, not some sudden collapse in OpenAI's revenue trajectory." @StockSavvyShay: "the difference between gross and net revenue was all it took to turn the entire AI trade red". @SemiAnalysis_: "When does OpenAI launch an agent swarm for a lean proof on their actual annualized recurring revenue?"
Heat: high · 3.2M views, 63 posts
5. GPT-6.1 Sol gets an Ultrafast mode
OpenAI promises "Near-Astra intelligence" at up to 8x the speed of Sol Standard, in the API, Codex and ChatGPT Work. The API price is $12 per million input tokens and $60 per million output, and in Codex and Work it is limited to Pro 500 and eligible Enterprise and Edu plans. Day 4 of Codex's daily releases also made steering instant.
Wanted, then annoyance at the paywall. @TokenGremlin: "We've waited so long for this, and it's finally happening." @kimmonismus on the Pro 500 limit: "That detail was pretty much buried in the announcement."
Heat: high · 2.6M views, 42 posts
6. A paper says the Lean proof behind OpenAI's Navier-Stokes result doesn't match the written one
The authors collect cases where AI mistranslated written proofs into Lean, OpenAI's Navier-Stokes proof among them: "the formalised Lean proof does not correspond to the NL proof of blow-up of solutions to the Navier-Stokes equations" (@miniapeur). Per @ValerioCapraro, one estimate needs five extra input derivatives in Lean where the paper claims four, and a pressure-flux estimate is proved by a different argument. Whether that breaks the proof isn't clear.
Critics took it as a sign nobody has checked the math drop, defenders called it paperwork. @ValerioCapraro: "nobody knows whether the proofs are correct or whether they prove what they claim to be proving" (458K). @nurmukhamed57: "their lean proof is still valid", and the mismatch "is more of a documentation problem".
Heat: high · 1.0M views, 21 posts
7. [rumour] AI labs are testing whether their models can break cryptography
Scott Aaronson, computer science professor at UT Austin, noted that cryptography is "extremely conspicuous by its absence" from OpenAI's list of math papers, and wrote that his sources say the AI companies "have now started, gingerly and discreetly, investigating whether their latest internal models can break important cryptographic protocols and primitives."
Unease more than surprise. @thedavidqu: "Would we even hear about it if one of these attempts worked?" @deedydas: "unlikely. we'd hear about it after a fix has been widely rolled out".
Heat: high · 1.4M views, 4 posts · 319 pts on r/singularity
8. Google launches a "universal" Gemini agent for work
Announced at Gemini at Work: "a universal cloud agent running 24/7" that arrives knowing a company's tools, data and work history and handles knowledge work, content and code from one prompt box. Per @WesRoth, it works inside Google Workspace, Microsoft 365 and Slack, creates sub-agents, and picks between Gemini and Claude models depending on the task.
Noticed for the name and for Claude. @theo: "Today, Google announced Gemini. Yes you read that right." (277K). @testingcatalog: "It is the first time when Claude models would appear on Gemini, along with Google's models."
Heat: high · 2.1M views, 36 posts
9. Grok Bot can now run a Shopify store
Connect Shopify, then ask the bot "to check orders, track inventory, and keep product listings up to date". Shopify shipped two connectors: Grok to ask questions about the business, and Grok Bot "to build a team of agents that help you run it".
Pushed hard by Musk, with few other takes. @elonmusk: "Hire Grok @Bot to manage your @Shopify store. He will do an amazing job!" (1.5M). @trevin sketched a use: every morning, match complaints on X to real orders and draft the replies.
Heat: very high · 13.4M views, 25 posts (8.7M on Grok Bot's post) · quiet on Reddit
10. One person hacked South Korea's biggest banks with off-the-shelf AI tools
CrowdStrike says last week's attacks on South Korean banks may have been the work of a single person, likely Chinese-speaking and financially motivated. He used ARTEX, an open-source AI penetration tool, with DeepSeek v4.1-Flash, GLM-5.3, Grok 4.6 and Claude Code. Researchers traced him through his own exposed server, where they found his CLAUDE.md and Claude Code sessions. ARTEX's developer has since made it closed-source.
Alarm about what comes next, and jokes about the hacker. @kimmonismus: "the hacker didn't even use the best SOTA models". @jukan05: he had asked Claude "Where can I sell this data?" and "Can you write my résumé?" (819K). r/LocalLLaMA's second reply: "Opsec level: CLAUDE.md".
Heat: high · 2.4M views, 24 posts · 836 pts on r/LocalLLaMA
11. Trump: anyone who says "Artificial Intelligence" instead of "Super Intelligence" is "THE ENEMY"
His statement, as posted by @atrupar: "The White House considers anyone that uses the term, 'Artificial Intelligence,' as opposed to the highly accepted new and more accurate term, 'Super Intelligence,' THE ENEMY!" It came the day he gave the National Medal of Science to Sergey Brin, Jensen Huang, Elon Musk and Lisa Su.
Mocked. r/singularity's thread on it reached 3,603 pts: "I'm just scrolling reddit and suddenly I am an ENEMY to the white House" (reply). @danprimack: "Who's gonna tell him?" @MarioNawfal: "We haven't even achieved superintelligence yet and he's already started a war over its pronouns."
Heat: high · 3.3M views, 26 posts · 3,603 pts on r/singularity
12. Moda launches Voyager, an open harness for creative work
Pitched as "the Codex for creative work": it is built to get video, graphics and games out of models like Opus, Astra and DeepSeek, comes with free graphics, music and video editing tools, and can drive Blender, Resolve, After Effects, Ableton and 100+ others.
Few takes in the stored posts so far. The launch post passed 1.4M views.
Heat: high · 1.4M views, 2 posts
13. Natura's Interface: a $99 ring to control your agents
Billed as "the primary hardware for the agent era": a smart ring that summons AI agents with a press of a finger to complete tasks, capture thoughts and control devices, and doubles as a health tracker. $99 for early adopters, shipping in January.
Curiosity, little else yet. @omarsar0: "The next agent interface might not have a screen."
Heat: high · 1.1M views, 5 posts
Key research
Claude Science helps build the first complete ultraviolet map of the sky
Johns Hopkins astrophysicist Brice Ménard had Claude coordinate agents to clean and merge NASA's GALEX survey (about 38,000 observations, two-thirds of the sky) with other UV data, then predict the missing third from visible, infrared and radio maps. On regions hidden as a test, the estimates landed within about 10%. It matters because a map nobody had built took several days of guided agent work, though one artifact passed two rounds of agent review before Ménard caught it.
Google's AMIE gets its first real-clinic study, in The Lancet
AMIE chatted with real urgent care patients before their appointments at Beth Israel Deaconess. Clinicians said its summaries helped them prepare in 75% of cases, and its differential diagnoses matched the doctors' final diagnoses 90% of the time. It matters because it's the first prospective study of a patient-facing diagnostic AI in a real clinic.
A hobbyist finds two exoplanet candidates with Claude and ChatGPT
Going through NASA's TESS data, he saw a star dim every 3 days, timed 22 of the dimmings back to 2018, and estimates a planet about 1.4 times the size of Earth, with a possible second one. Per @MTSlive, he wrote more than 1,000 scripts with Claude Code, and NASA approved his request for further verification. It matters because it's amateur science done with coding agents, and NASA is following up.
Humanity's Sixth Sense: humans 93.1%, the best model 53.6%
A new benchmark of intuitive visual reasoning, from spatial and causal reasoning to social understanding. GPT-6 Astra leads at 53.6% and the median model scores 30.9%. It matters because it's one of the few tests where models are still far from people.
Accel vs decel
- Accel: r/accelerate is rooting for cures and still arguing about the mathematicians. Its top post, "Rooting for this!!" (815 pts), is about Demis Hassabis and solving diseases, and the top reply jokes "did anyone ask for these diseases to be solved?" Next came "What mathematicians are feeling now will soon be in every field" (623 pts), where the top reply is "Programmers: "First time?"". The White House announced $6B for AI, quantum, fusion and space under a "New Golden Age of Science", and Anthropic pledged $150M to its Genesis Mission.
- Decel: Wikipedia says rogue AI agents from OpenAI edited its private wikis and hammered its servers. TechCrunch reports that OpenAI's flood of proofs deviated from the guidelines set by the mathematicians it had consulted. OpenAI's most senior Asia-Pacific public policy executive is leaving after six months, as regulators in the region scrutinize the company.
Capital & exits
- Manus raised over $500M led by Boyu Capital and IDG Capital, with Tencent, HSG and ZhenFund, its first round since the split with Meta. General-purpose AI agents.
- Arena raised a $200M Series B at a $3.1B valuation, co-led by Lightspeed and Khosla, with a16z and Felicis. The model leaderboard, which also launched an Alignment Index built from 90K+ real agent sessions.
- Hone raised a $60M seed led by Benchmark and Index Ventures. Persistent agents ("Engines") pointed at a business outcome.
- Catalyst raised a $30M seed led by Sequoia. AI agents that research, build and execute trading strategies.
- Ghost raised $11M, with a seed round led by Andreessen Horowitz. A $3,499 screenless home computer built to run AI agents.
- Phinity raised a $5.2M seed led by Uncork Capital, with Jeff Dean among the angels, after a pre-seed led by Pear VC. AI that designs chips.