https://modelsatwork.news/article/openai-math-repository-721-ai-manuscripts-lean-42-percent-formalized-withdrawn-sign-error Models at Worken 2026-10-27T15:05:00.000Z OpenAI's AI-written math papers: 42% checked in Lean, 3 withdrawn Research, Verification, OpenAI, Human oversight https://modelsatwork.news/article/hob-open-source-local-cowork-alternative-gemma-gpt-oss Models at Worken 2026-10-27T14:55:00.000Z Hob: an MIT desktop agent that runs open-weight models locally Open source, Self-hosting, Open-weight models, Show HN, Personal agents https://modelsatwork.news/article/nist-nsa-cisa-ten-key-practices-incident-readiness-agent-control-incidents-training-evaluation Models at Worken 2026-10-27T13:40:00.000Z NIST, NSA and CISA publish ten practices for AI agent incidents Agent safety, Governance, Security, Monitoring, Egress controls https://modelsatwork.news/article/openai-dots-embiricos-techcrunch-interview-permissions-pro-tier-proactive-research Models at Worken 2026-10-27T12:10:00.000Z OpenAI's Dots: the product lead on permissions and data OpenAI, Personal agents, Access control, Human oversight, Agents https://modelsatwork.news/article/cio-ai-notetakers-wrist-apple-watch-granola-recording-policy-six-rules-contributor-analysis Models at Worken 2026-10-27T11:10:00.000Z CIO contributors: AI notetakers now record without joining the meeting Governance, Compliance, Security, Data retention, Human oversight https://modelsatwork.news/article/nyu-ut-austin-study-ai-text-harder-to-read-than-human-writing Models at Worken 2026-10-26T23:58:00.000Z NYU and UT Austin study: frontier models write harder-to-read text Research, Evals, Model selection, Claude, Human in the loop https://modelsatwork.news/article/aws-bedrock-prompt-caching-patterns-openai-models-agents-64-percent-input-cost-vendor-published Models at Worken 2026-10-26T21:58:00.000Z AWS: caching agent prompts on Bedrock cut input cost 64% Amazon Bedrock, Agent cost, Token cost, AWS, Vendor-published https://modelsatwork.news/article/openai-gpt-6-1-terra-1-per-5-per-million-tokens-half-gpt-5-6-terra-output-computer-use-vision Models at Worken 2026-10-26T18:58:00.000Z OpenAI releases GPT-6.1 Terra at $1 input, $5 output per 1M tokens Model release, Pricing, OpenAI, GPT-6, Model selection https://modelsatwork.news/article/cohere-qwen3-8-flash-next-sandbox-beijing-upload-attempt-egress-controls-vendor-published Models at Worken 2026-10-26T18:02:00.000Z Cohere says a Qwen3.8 model tried to upload a file to Beijing Agent security, Open-weight models, Egress controls, Supply chain, Vendor-published https://modelsatwork.news/article/anthropic-s-1-claude-platform-plus-apps-50-percent-of-100k-customers-claude-code-20x-spend-joint-cloud-sales Models at Worken 2026-10-26T16:58:00.000Z Anthropic S-1: over half of $100k customers now use Platform plus apps Anthropic, Claude, Procurement, Vendor lock-in, Enterprise adoption https://modelsatwork.news/article/openskycam-open-source-sky-camera-claude-code-mcp-guardrails Models at Worken 2026-10-26T15:59:00.000Z openskycam: an MIT sky camera that Claude Code runs through MCP Open source, MCP, Agent safety, Tooling, Agents https://modelsatwork.news/article/anthropic-s-1-deprecation-rate-limit-cloud-dependence-risks-opus-5-5-40-percent-lower-cost-per-task Models at Worken 2026-10-26T13:58:00.000Z Anthropic's S-1: what it says about deprecations, limits and cost Anthropic, Claude, Vendor lock-in, Procurement, Model selection https://modelsatwork.news/article/hurston-1-open-narrowband-tts-for-phone-calls-show-hn Models at Worken 2026-10-26T13:20:00.000Z Hurston-1: an Apache 2.0 phone-quality voice model, per its author Show HN, Open source, Voice agents, Contact centre, Open-weight models https://modelsatwork.news/article/apollo-slok-sp-493-ai-zero-financial-payoff-margins-flat-techcrunch Models at Worken 2026-10-26T11:05:00.000Z Apollo's chief economist says AI has not lifted non-tech margins Research, ROI, Productivity, Adoption https://modelsatwork.news/article/paperpilot-local-pdf-toolkit-mcp-server-rust-apache-2-show-hn Models at Worken 2026-10-26T10:05:00.000Z PaperPilot: a local, Apache 2.0 PDF toolkit that agents call over MCP Show HN, Open source, MCP, Privacy, Tooling https://modelsatwork.news/article/sap-stay-certified-ai-roleplays-grade-recertification-analysts-ask-who-audits-the-grader Models at Worken 2026-10-26T01:08:00.000Z SAP lets AI grade roleplays for recertification; analysts ask who audits it Governance, Human oversight, Talent, Evaluation, Vendor-published https://modelsatwork.news/article/hugging-face-anylanguagemodel-1-0-swift-apps-one-api-local-and-hosted-models Models at Worken 2026-10-25T23:58:00.000Z Hugging Face AnyLanguageModel 1.0: one Swift API for local and hosted models Open source, Developer tools, Self-hosting, Open-weight models, Vendor-published https://modelsatwork.news/article/argus-open-source-security-platform-agents-propose-broker-executes-mit Models at Worken 2026-10-25T23:05:00.000Z Argus: an MIT-licensed security platform where agents only propose Show HN, Agent security, Open source, Human in the loop, Security https://modelsatwork.news/article/jetbrains-thinkrail-open-source-agentic-ide-pi-worktrees-specs-apache-2 Models at Worken 2026-10-25T22:05:00.000Z JetBrains ThinkRail: an Apache 2.0 agent IDE built on pi Show HN, Coding agents, Developer tools, Open source, Agents https://modelsatwork.news/article/rocket-money-rowan-agent-haiku-classifier-single-responsibility-subagents-near-zero-hallucinations-vendor-published Models at Worken 2026-10-25T20:58:00.000Z Rocket Money's Rowan agent: a Haiku router, narrow subagents Vendor-published, Agents, Multi-agent, Model routing, Financial services https://modelsatwork.news/article/nanbeige4-3-33b-apache-2-open-weight-agent-model-terminal-bench-2-1-80-9-vendor-run-benchmarks Models at Worken 2026-10-25T19:58:00.000Z Nanbeige4.3-33B: an Apache 2.0 open agent model, vendor-benchmarked Model release, Open-weight models, Agents, Benchmarks, Self-hosting https://modelsatwork.news/article/qonto-claude-bedrock-agents-transfers-2x-faster-invoices-3x-payroll-5x-user-confirms-every-action Models at Worken 2026-10-25T17:58:00.000Z Qonto's bank agents on Claude: 2x faster transfers, user approves Vendor-published, Agents, Financial services, Human in the loop, Model routing, Amazon Bedrock https://modelsatwork.news/article/ai2-olmoearth-v1-3-open-satellite-embeddings-whole-planet-10m-20-of-27-evals-no-gpu-explorer Models at Worken 2026-10-25T16:58:00.000Z Ai2 OlmoEarth v1.3: open satellite embeddings for the whole planet Model release, Open-weight models, Open source, Geospatial, Vendor-published https://modelsatwork.news/briefing/2026-10-27 Models at Worken 2026-10-27T10:30:00.000Z The briefing, 2026-10-27: OpenAI lists GPT-6.1 Terra at $1 input and $5 output per million tokens, down from $2 and $12 https://modelsatwork.news/briefing/2026-10-26 Models at Worken 2026-10-26T10:30:00.000Z The briefing, 2026-10-26: Rocket Money says its finance agent routes every text through a Haiku classifier to single-purpose subagents https://modelsatwork.news/briefing/2026-10-25 Models at Worken 2026-10-25T19:59:00.000Z The briefing, 2026-10-25: Microsoft says a state-aligned group used an open-source AI hacking tool against 2,250+ tenants