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Epoch AI@EpochAIResearchOfficialAI score13AIEpoch AI reports that models fail to adopt its house style even when given many examples. As one example, a diagram generated by Fable 5.1 is far more information-dense than what Epoch would produce.
Epoch AI@EpochAIResearchOfficialAI score16AIEpoch AI says its evaluation tasks range from producing Epoch-style diagrams to designing basic research experiments. A human grader scores model outputs against the organization's internal quality standards.
Epoch AI@EpochAIResearchOfficialAI score34AIEpoch AI introduced Epoch Automation Reports, which evaluate frontier models on realistic, open-ended tasks drawn from its own work. Claude Fable 5.1 and GPT-6 Astra lead the results, but neither comes close to fully automating Epoch's work.
Dhravya Shah@DhravyaShahXAI score42AIDhravya Shah introduces MemoryRepo.dev, an open source implementation of Cognition's dreaming memory system. The project is built on Cloudflare Artifacts, Durable Objects, Alchemy and Effect. Shah says Supermemory will incorporate some of the research learnings soon.
Zhihao Jia@JiaZhihaoXAI score62AILithos AI says it is open-sourcing lithos-metal, which uses megakernels and DSpark speculative decoding. The post claims Qwen3.8-27B reaches a peak of over 200 tokens per second per user on a single Apple M5 Max. It says users can try the tool with any coding agent in one command, and links to the code on GitHub and a technical blog.
Cline@clineOfficialAI score13AICline announces a new Desktop app that users can try alongside its CLI, which installs via npm with the command npm i -g cline. The post links to the Desktop app at cline.bot/desktop.
Cline@clineOfficialAI score46AICline says Step 5 Preview is now free in its coding tool and scores ahead of Kimi K3 and GLM-5.3 on DeepSWE. The company describes it as one of the strongest open-weights coding models available. StepFun's background announcement describes Step 5 Preview as a 600B total / 27B active MoE model with 1M context and vision, and says open weights arrive on Oct 15.
AISierra has launched fleming-1, a model that analyzes caller speech in real time and scores audio for signs it was generated by AI. It flags likely AI callers while keeping real people unflagged by default, and companies decide how to handle those calls. The model works with any voice agent built on Sierra, and Sierra also announced Personal Agent Protocol, an open standard for authorized agent-to-business interactions.
Why it matters: The post explains why companies need to know when a caller is an AI agent, which frames the detection model as a business decision rather than an automatic block.
Andrew Curran@AndrewCurran_XAI score13AIAndrew Curran posted a brief "The saga continues" update, with no clear publisher or model identified. Quoted context from @0xdoug reports a validated, merged PR that tightened κ from 2⁻¹⁸² to 2⁻¹⁵, described as a 500-thousand-fold improvement over the previous result and a 2^167-fold improvement over the original OpenAI result. The quoted post credits a community effort and says results are being verified and published.
Google Cloud Tech@GoogleCloudTechOfficialAI score10AIGoogle Cloud Tech announced it is live streaming the #GeminiAtWork event. The post provides a link to tune in but includes no details about product announcements or specific features.
Muse@MuseOfficialAI score20AIMuse, created by @JJEnglert, is trained on the user's movie and TV preferences and weekly curates a feed of films in theaters and on owned streaming services. Users can upvote or downvote picks to refine the feed, and when they want to see a movie, Muse books the ticket through a wallet link integration.
Ethan Mollick@emollickXAI score8AIEthan Mollick predicts that a short document at will become assigned reading in college classes covering the current moment. He says the few paragraphs contain a great deal of significant content, though the post itself gives no further detail.
AIPresident Donald Trump posted on Truth Social that the White House considers anyone who uses the term "Artificial Intelligence," instead of "Super Intelligence," to be "THE ENEMY." The article reports that Nvidia's Jensen Huang, Meta's Mark Zuckerberg, Elon Musk, and Jeff Bezos have adopted the "super intelligence" term, and that ai.gov was changed to read "SI" while si.gov appears dormant.
SemiAnalysis@SemiAnalysis_XAI score18AIThe Financial Times reports that OpenAI's annualized revenues are $20bn less than previously signaled. SemiAnalysis's post asks when OpenAI will launch an agent swarm for a lean proof of its actual annualized recurring revenue, without giving a timeline.
Rahul@sairahul1XAI score25AIA solo founder used Teamily AI, a platform where humans and AI agents share one group chat, to automate a multi-step project. A research agent analyzed the author's 20 most-saved posts, a writer agent drafted content, a web agent built a live website in Website Builder, and a custom Verification Editor agent blocked the launch twice over a misquoted Anthropic doc. The team can be saved as a Loop that reruns weekly and waits for human approval before publishing.
Rahul Bhardwaj@rahulb_coXAI score34AIListing Studio, an AI video tool for realtors, has launched in beta and is said to have already drawn over 700k views. The post says it lets agents create home listing videos without a film crew or editing.
🚨 AI News | TestingCatalog@testingcatalogXAI score49AIOdyssey has launched Odyssey-3, its most powerful foundation world model, with a public research preview. Odyssey-3 Pro scored 66.1 on Physics-IQ Verified video-to-video with best-of-8 sampling, the highest reported result. The model generates environments from prompts and predicts changes in real time as users move through scenes.
Thariq@trq212XAI score3AIThariq, an Anthropic-affiliated account, posted a brief call that the team should be more ambitious. The post names no product, model, or concrete plan, so no further details can be supported.
elvis@omarsar0XAI score42AIOdyssey released Odyssey-3 Pro, which sets a new top score on Physics-IQ Verified, a benchmark where models continue videos of real physics experiments. In robotics, a robot arm with tens of hours of demonstrations recovered from a missed grasp, a behavior absent from those demos.
Luke Edwards@lukeed05XAI score38AIPocketty launches as an SSH app for iPhone and iPad, built for herdr, that notifies users when an agent on any host is blocked. Tapping a notification opens the exact pane, and the app supports Tailscale and Bonjour natively, shows diffs for every agent turn, and requires no account or subscription.
Andrew Curran@AndrewCurran_XAI score42AIAnthropic will classify abusive behavior toward Claude as a violation of its Usage Policy starting November 12, 2026. According to background reporting, the policy update also adds restrictions on propaganda campaigns, surveillance, and weapon development, and is the first update in over a year.
Boris Power@BorisMPowerXAI score18AIBoris Power praised what he called impressively fast progress on the community effort to optimize integer multiplication below n log n. The effort is tracked on a live progress page launched by @aurel_pr, which lets everyone follow the results as they come in.
AIAI SRE Arena is an open, vendor-neutral benchmark that injects faults into a disposable Kubernetes fixture and scores AI SRE investigations with a configurable judge. In its first published comparison across 21 incident scenarios, Edge Delta's native AI investigations detected 18 of 21 incidents, and Grafana's detected 12. Claude, run through each vendor's observability CLI, reached 90.5% root cause analysis accuracy with Grafana's CLI and 85.7% with Edge Delta's.
Dongxi NLP@dongxi_nlpXAI score22AIExploreNet is a learnable exploration method for diffusion reinforcement learning that adapts its exploration distribution to the current state. It is rewarded by rollout diversity, which the post says yields faster, more targeted learning in diffusion GRPO.
eric zakariasson@ericzakariassonXAI score22AICursor says it is excited to support open-source software alongside SpaceXAI, and it plans to bring more projects on board soon. Background from DHH indicates SpaceXAI joined the Omacom Foundation as a Founding Corporate Patron, contributing $1,500,000 in @grok tokens for maintaining and developing Omarchy.
Generalist@GeneralistAIOfficialAI score28AIGeneralist has announced GEN-1.5, its latest foundation model for the physical world. The post provides only a link to the company's blog for further details, so no specifications, benchmarks, or availability information can be confirmed from this source.
Generalist@GeneralistAIOfficialAI score13AIGeneralist's GEN-1.5 is shown repeatedly packing bottles into boxes, one after another. The post links to a blog post with more details about the model.
AILightspeed Venture Partners co-leaders Ravi Mhatre and Bejul Somaia halted partner schedules in April 2023 for a seven-hour meeting on how to respond to AI. The firm had missed early stakes in OpenAI, ElevenLabs and Hugging Face, and was poised to back Anthropic.
Arena.ai@arenaOfficialAI score37AIArena announced a $200 million Series B at a $3.1 billion valuation, alongside a new Alignment Index that measures whether AI agents behave safely, truthfully, and within the bounds of user requests. The company has surpassed $100 million in annualized revenue, facilitated 350 million sessions and 62 million votes, and led by Felicis and PXD from the seed and Series A stages. Arena positions the index as a way to assess trustworthiness as AI systems increasingly take real actions.
Will Hunter@wlhunter25XAI score52AICognition engineered its marketing operations around Devin by building each workflow in code with tests, so Devin can run and debug it. Devin connects to nine systems, including Salesforce, HubSpot, Meta Ads, and LinkedIn Ads, and each change shows the exact edit, waits for a confirmation phrase, and reads the result back before reporting it. Cognition says it is hiring marketers and GTM engineers to extend the system.
AICalifornia Governor Gavin Newsom signed SB 947, the "No Robo Bosses Act," which bars employers from fully outsourcing disciplinary and termination decisions to automated decision systems. Employers must verify AI outputs and give employees a description of the reasons, including the data used, and the law takes effect July 1, 2027.
Ethan Mollick@emollickXAI score9AIEthan Mollick recalls writing a 2005 grad school paper on the original computer hacking, phreaking, and BBS scene. He notes that hackers were often driven by curiosity, but the tools they built were widely exploited by "script kiddies" who caused most of the damage and chaos. He then pivots to AI hacking, though the post does not elaborate.
AIThe AI industry's boom is pushing San Francisco rents sharply higher, with the average one-bedroom now costing $4,400, up more than 25% from last year and nearly three times the national average. Eviction notices citywide are up 44% compared with last year, and advocates say landlords are using Ellis Act evictions, renovictions and "self-eviction" tactics to exploit the market. Mayor Daniel Lurie declared a "rent emergency" in September, proposing eviction legal aid and caps on rent increases for newly vacant rent-controlled units.
AILiquid AI COO Jeffrey Li says the company is building personal AI to run on phones, wearables, PCs and cars rather than in the cloud. Its Liquid Context, optimized for Snapdragon processors, sits between models, agents and hardware and uses device signals to model the user. Li says Liquid AI plans observability and continuous-improvement loops so agents can self-heal and personalize over time.
AIAnthropic is revising its usage policy for the first time in over a year, adding bans on sustained abusive or cruel behavior toward Claude and on deceptive election and propaganda campaigns. The update also expands weapons restrictions, tightens surveillance bans, and requires a qualified operator able to stop equipment when Claude controls autonomous physical hardware. Terminating conversations remains the primary enforcement mechanism, and the company did not say whether user bans would follow.
Why it matters: The update shows how a major lab is turning abuse, surveillance, and autonomous-hardware concerns into concrete usage rules, which matters for anyone tracking AI governance.
Alex Moon Ai | Film Director 🎬@AlexMoonAiXAI score6AIThe creator says their AI music video "Snow Sect of Bloody Horror" is now live on FilmsAI and entered in the Halloween Contest 2026 AI Music Videos track. The post includes a link to the video on filmsai.com but gives no details about the tools or models used.
Arena.ai@arenaOfficialAI score10AIArena announced a forthcoming feature with @MTSlive, with no details of the content given in the post. A quoted post congratulates Arena on a $200m raise and promises an exclusive release soon.
Santiago@svpinoXAI score46AIOdyssey 3 Pro, a world model, is now live as a research preview and ranks first on the Physics-IQ Verified video-to-video benchmark. The post says it can learn from visual observations and map that knowledge to physical controls for robots, cars, video games, and drones. Odyssey-3, the model launched alongside it, is described as free to try.
AITessl's blog post argues that repository automation needs Continuous AI, a third pillar alongside CI and CD for scheduled, auditable AI workflows that improve repositories over time. The article describes GitHub Agentic Workflows, which harden agentic workflow specifications into GitHub Actions that can run coding agents such as Claude Code, Copilot CLI, Gemini CLI, or Codex-style agents. It emphasizes read-only agent steps, restricted outputs, and human review of pull requests.
ATOMS@atoms_resXAI score25AIATOMS reports that Catalyst, an AI platform for financial research and automated trading, has raised $30M. The round is backed by Sequoia Capital, Coinbase Ventures, and PeakXV, with others also participating. The post links to a waitlist for the Catalyst app.
