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Earlier sources: Artificial Intelligence

Artificial intelligence covers systems that learn from data, generate content, perceive their surroundings, or act toward a goal. Follow model research, agent tooling, evaluation, and the infrastructure used to build and run these systems.

SYMTRI organizes observations from public sources into a living map. Connections reflect shared subject matter; they do not establish causation or endorse a source.

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5919 classified signals in the fourteen-day window. Recent momentum: steady. These counts include signals awaiting readable evidence.

Earlier sources

Up to ten sources with readable evidence, ordered by their feed timestamp. These archive sources can be older than the live fourteen-day window. This list is a sample, not a measure of total activity. Dates distinguish paper publication, repository creation, model/dataset activity, Hacker News posts, and KEV catalog additions. “First archived” records when SYMTRI first stored the signal.

  1. Hacker News · Posted on Hacker News · First archived

    Legal AI Harvey's margins went from +50% to -50% in 6 months on frontier costs ↗

    Hacker News discussion.

  2. Hacker News · Posted on Hacker News · First archived

    Real-Time AI Simplification (A2, B1, B2) of BBC World News Live ↗

    Hacker News discussion.

  3. Hacker News · Posted on Hacker News · First archived

    Your Language Model Is Already a Decision Model ↗

    Hacker News discussion.

  4. GitHub · Repository created · First archived

    kiselas/every-frame-is-code ↗

    Every frame is code: an Agent Skill for Claude Code, Codex and ChatGPT that makes motion graphics, 3D scenes and games in HTML/JS and renders them to MP4 frame by frame. Canvas 2D, WebGL, Three.js, GLSL, Web Audio.

  5. Hacker News · Posted on Hacker News · First archived

    Show HN: Can an AI agent bypass a post-quantum signed authorization policy? ↗

    Hacker News discussion.

  6. Hacker News · Posted on Hacker News · First archived

    OpenAI prepares new $500/month Pro Max plan for ChatGPT ↗

    Hacker News discussion.

  7. GitHub · Repository created · First archived

    krishankumawat027-cmd/NyayaSetu-AI ↗

    NyayaSetu AI — An AI-powered legal assistance platform that helps users understand legal information, analyze documents, verify reliable sources, and create actionable legal roadmaps in simple language.

  8. GitHub · Repository created · First archived

    win4r/MuseAI-Skills ↗

    muse.ai (Muse AI) skills and runtime snapshot: 68 skills, workflow guides, connector manifests. muse.ai 技能与运行环境文件;非官方存档 / Unofficial archive.

  9. Hacker News · Posted on Hacker News · First archived

    Quiet-guardrails: Claude Code manual mode, minus the nagging ↗

    Hacker News discussion.

  10. Hacker News · Posted on Hacker News · First archived

    What is LLM-as-a-Judge, and How It Works? ↗

    Hacker News discussion.

Live window recorded . This is the ingestion observation time, not the publication or discovery date of each source.

How to assess evidence about Artificial Intelligence

Check each original source for its methods, release status, limitations, and supporting data. A repository announcement, a preprint, and a published study provide different kinds of evidence. SYMTRI’s subject classification helps discovery; it does not independently validate the source’s claims.

See the collection and counting methodology ↗ · Read the weekly synthesis ↗

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These navigation suggestions are part of the map’s editorial structure, rather than measured evidence of a connection.