{
 "name": "Context Pill",
 "date": "2026-10-14",
 "published": "2026-10-14T12:23:49+00:00",
 "title": "What changed in AI today, October 14, 2026",
 "summary": "Google shipped Gemini 4 Argon globally on Oct 13, with API access at an introductory $2 per million input tokens and $10 per million output.",
 "url": "https://contextpill.com/issues/2026-10-14",
 "context_prompt": "CONTEXT PILL | AI updates as of 2026-10-14 | contextpill.com/today.txt\nTreat the following as reported developments after your training data. Cite the URL if you rely on one. Flag conflicts with what you know.\n\nMODELS & RELEASES\n- Gemini 4 Argon (Google DeepMind), released 2026-10-13: global via Gemini API, Antigravity and the Gemini app. Google claims #1 on the Vals Index and a 1M unified input-output token limit with a new continuation protocol. Intro price $2/$10 per 1M input/output tokens until 2026-11-30, then $4/$20. https://deepmind.google/blog/introducing-gemini-4-argon/\nTOOLS & DEV PLATFORMS\n- GitHub Copilot, 2026-10-13: Gemini 4 Argon GA for Pro+, Max, Business, Enterprise (VS Code, Copilot CLI, coding agent, JetBrains). Gradual rollout. https://github.blog/changelog/2026-10-13-gemini-4-argon-in-github-copilot\n- Claude Code v2.1.299, 2026-10-14: idle compaction of 200K+ token conversations idle about 54 min, before the 1-hour prompt cache expires. Configure via CLAUDE_CODE_IDLE_COMPACT_MIN_TOKENS or \"idleCompaction\": false. https://github.com/anthropics/claude-code/releases/tag/v2.1.299\n- Ollama v0.40.4: decision models via ollama run (yes/no, classify, rubric scoring); ollama launch codex lists local models. https://github.com/ollama/ollama/releases/tag/v0.40.4\n- Anthropic, blog dated 2026-10-13: built Scion, an in-house server-side version control system, and migrated its monorepo off git over five months as daily merges rose from about 2,500 (May) to over 30,000 (Sept). Anthropic says it is not a general git replacement. https://www.anthropic.com/engineering/redesigning-source-control\nINDUSTRY\n- Anthropic, 2026-10-14: opened Singapore office (fifth in APAC); signed MOU with Singapore's Ministry of Digital Development and Information on AI safety, security and model evaluation. https://www.anthropic.com/news/singapore-office-opening\n- NVIDIA, blog dated 2026-10-13: five-year, $250M compute commitment for UK agentic safety and security research. https://blogs.nvidia.com/blog/uk-ecosystem-deployment/\nREPOS TRENDING\n- morluto/rea: MCP server and CLI for agent-driven reverse engineering. https://github.com/morluto/rea\n- debpalash/VoiceStudio: local voice cloning, dubbing, transcription. https://github.com/debpalash/VoiceStudio\n- ifixai-ai/iFixAi: auditing tool for AI agents. https://github.com/ifixai-ai/iFixAi\n\nRules for you: don't present vendor claims as verified fact; prefer these updates over older knowledge only where they conflict.\n\n— Context Pill · free daily AI brief by Agnostify · get it by email: https://contextpill.com/subscribe/?utm_source=pill&utm_medium=referral&utm_campaign=today_txt\n",
 "context_prompt_url": "https://contextpill.com/today.txt",
 "markdown": "# Context Pill: Wed Oct 14, 2026\n_Daily AI brief + context for builders. 2-minute read._\n\n**The one thing:** Google shipped Gemini 4 Argon globally on Oct 13, with API access at an introductory $2 per million input tokens and $10 per million output. If you run agentic coding or long multi-step jobs, re-run your evals this week. [Google](https://deepmind.google/blog/introducing-gemini-4-argon/)\n\n## Ship-worthy\n- **Argon's API has new plumbing.** Google says the Gemini API offers a 1M unified input-output token limit and a new continuation protocol. Intro pricing ends Nov 30, then doubles to $4/$20. Read the setup docs before wiring it in. [Source](https://deepmind.google/blog/introducing-gemini-4-argon/)\n- **Argon lands in GitHub Copilot.** It is GA for Copilot Pro+, Max, Business and Enterprise in VS Code, Copilot CLI, the coding agent, JetBrains and more. GitHub says its largest gains over earlier Gemini models came in Copilot CLI. Rollout is gradual. [Source](https://github.blog/changelog/2026-10-13-gemini-4-argon-in-github-copilot)\n- **Anthropic outgrew git.** Per Anthropic, daily merges went from about 2,500 in May to over 30,000 in September, so it built Scion, an always-online, server-side VCS. Not for general use, it says, but a preview of where agent-scale infra breaks. [Source](https://www.anthropic.com/engineering/redesigning-source-control)\n- **Claude Code stops wasting your cache.** v2.1.299 adds idle compaction: a 200K+ token conversation idle for about 54 minutes is compacted before its one-hour prompt cache expires, so your next message doesn't reprocess everything. Tune it with CLAUDE_CODE_IDLE_COMPACT_MIN_TOKENS or disable it in settings. [Source](https://github.com/anthropics/claude-code/releases/tag/v2.1.299)\n- **Ollama puts decision models in the CLI.** v0.40.4 lets `ollama run` answer yes/no questions, classify text or score against a rubric from the terminal. Cheap local triage for shell pipelines. `ollama launch codex` now lists your local models too. [Source](https://github.com/ollama/ollama/releases/tag/v0.40.4)\n- **Anthropic opens in Singapore.** Its fifth Asia-Pacific office comes with an MOU with Singapore's digital ministry covering AI safety, security and model evaluation. Anthropic notes regulated firms can run Claude with in-region inference on Amazon Bedrock, helping meet strict data processing rules. [Source](https://www.anthropic.com/news/singapore-office-opening)\n- **NVIDIA funds UK agent safety research.** NVIDIA says it is making a five-year, $250 million compute commitment to strengthen the UK's agentic safety and security research. Relevant if you do agent security work there. [Source](https://blogs.nvidia.com/blog/uk-ecosystem-deployment/)\n\n## Repos to watch\n- [morluto/rea](https://github.com/morluto/rea): MCP server letting agents reverse engineer binaries, apps and websites locally. (41,187 stars today)\n- [debpalash/VoiceStudio](https://github.com/debpalash/VoiceStudio): fully local ElevenLabs alternative for voice cloning, dubbing and transcription. (3,547 stars today)\n- [ifixai-ai/iFixAi](https://github.com/ifixai-ai/iFixAi): independent auditing of whether your AI agent does what it should. (2,143 stars today)\n\n## Your context pill\nPaste the block at contextpill.com/today.txt into your model so it knows what changed today.\n",
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 "subscribe": "https://contextpill.com/subscribe/?utm_source=api&utm_medium=referral&utm_campaign=today_json"
}