AI — Page 9
Models, agents, infra, applied AI.
- Arena ranks GPT-6 Astra Max first for web development, Claude Fable 5.1 Max first for agents
Arena's founders are turning model evaluation into a business by dividing "best" into tasks, costs and confidence intervals.
- Mercor spends 3X employee salaries on LLM inference, CEO says
Brendan Foody says the compute is adding headcount, while Mercor separately says it pays contractors more than $4M a day.
- Nilky documents a floppy-disk model, failed tokenizer and unfinished follow-up
In a September 13th Hugging Face Community Article, the hobbyist says the model performed worse than a 1,000-parameter model, without providing a benchmark method or score.
- Zhengyi Luo built AgentsDock to run AI research agents from his phone
AgentsDock's beta connects Claude Code, Codex and Cursor to researchers' workstations, terminals and experiment outputs.
- Higgsfield puts GPT-driven motion graphics inside After Effects
Alex Mashrabov's AI Motion Designer turns chat instructions into editable motion graphics in an open Adobe composition and requires Higgsfield, ChatGPT and Adobe subscriptions.
- David Ondrej turns Armin Ronacher's Pi workflow into a seven-part tutorial
Ronacher's Pi setup asks developers to customize a minimal agent harness instead of adopting a vendor's workflow.
- Specific Labs launches Real-SWE, where 38.8% is enough for first place
Specific Labs co-founders Janak Sunil and Siddhant Paliwal built the benchmark from licensed production code, turning a recurring lab question into a data product.
- Reuters plugs licensed footage into CuttingRoom's AI editing assistant
Helge Hoibraaten and Glenn Skare Pedersen are turning decades of broadcast experience into a prompt-driven production workflow.
- Meta plans to fund its Muse AI agent with a cut of sales
Zuckerberg says merchants could eventually pay Meta when Muse helps users transact, while consumers get 100 million tokens a week free.
- Zep AI recruits an FDE chief to get agent memory past security review
The $220K-$270K role carries up to 1.75% equity and a mandate to turn custom enterprise deployments into repeatable product.
- Higgsfield shows GPT-6 Astra turning artwork into an editable Blender scene
Alex Mashrabov is extending Higgsfield from AI video into agent-run creative software weeks after a $400M Series B.
- Anthropic says Moonshot secretly served Claude answers through Kimi
The Claude maker alleges Moonshot rerouted customer prompts, retained some exchanges and used them to train its own models.
- Bartowski turns GGUF quantization heuristics into per-tensor maps
The Red Hat engineer says 1,000-plus tests found embeddings and several attention tensors deserve a larger share of the bit budget.
- Cursor launches Projects, a persistent manager for fleets of coding agents
Michael Truell's February thesis becomes a beta that remembers months of work, watches Slack and PRs, and keeps coding after the laptop closes.
- Microsoft reportedly targets 38 GW of data-center capacity by 2032
The planning target would more than triple Microsoft's current capacity, with about one-third devoted to AI infrastructure as calendar 2026 capital expenditures are expected to reach $175 billion.
- Anthropic's Claude community starts global Fable 5.1 Build Days
Claude Community organizers will hold buildathons from Austin to Melbourne between September 11th and 25, inviting participants to bring problems, ideas or unfinished projects.
- Google opens Dreambeans' AI story feed to all US adults
The Labs app turns connected Gmail, Calendar, Photos, YouTube, Search and Gemini data into illustrated daily recommendations.
- OpenAI launches Agents API to run the Codex harness as a managed service
The public beta manages context and subagents while letting developers use OpenAI, partner, or self-hosted sandboxes.
- Summation launches a $60 AI analyst that promises to check its work
Ian Wong is pushing the $35M-backed enterprise platform into self-serve software with shared context, traceable answers and scheduled workflows.
- ChatGPT puts Dropbox, Box and SharePoint files directly inside Library
The web rollout lets paid users browse cloud files, attach them by @mention and work across folders in both Chat and Work.
- OpenAI will pause $200 Pro subscriptions as Astra strains capacity
Existing subscribers keep access, while OpenAI leaves its other plans and metered API open as it adds compute.
- Tempus gets up to $9.5M to test Olivia as autonomous heart-care AI
Eric Lefkofsky's Tempus will develop and validate a heart-failure agent under an FDA-engaged federal program, though its authorization path and treatment authority remain unsettled.
- Feyn Labs launches MultiMatte to keep the object you name and erase the rest
Shreyash Nigam and Hafedh Hichri fine-tuned 2.27% of Meta's SAM 3, preserving text prompts while replacing binary masks with alpha mattes.
- Summation opens its AI analyst to self-serve teams at $60 per user
Opendoor co-founder Ian Wong is betting recurring, traceable analysis can move from enterprise deployments to everyday teams.