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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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5958 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

    Using an LLM to Automate the Process of Archiving New macOS App Icons ↗

    Hacker News discussion.

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

    Crusoe abandons $1.25B plan to use Boom turbines at AI data centers ↗

    Hacker News discussion.

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

    Show HN: A Claude Code skill to analyze your chess games ↗

    Hello HN, It started as an experiment: can Claude play chess properly if it uses vision instead of PGN notation? Somehow it can. The next experiment was to see whether Claude + Stockfish could explain a game. Somehow it can too. A few sessions later, I had a system that takes my live audio notes (or text, for that matter) and a vague instruction like "analyze my last lichess game", and gives me a commented video of the game. The result is not per…

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

    AI won't take your career ↗

    Hacker News discussion.

  5. GitHub · Repository created · First archived

    newsbubbles/ismail ↗

    A DAW for AI agents: write music as text, read the audio back as text. MCP server, CLI and an agent skill.

  6. GitHub · Repository created · First archived

    itsAalaa7/adhd-study-coach ↗

    ADHD-friendly study companion agent for Claude Code: spaced repetition, small-chunk teaching, Feynman reflection

  7. GitHub · Repository created · First archived

    Makankn/laya-plays-google-snake ↗

    Real Google Snake controlled from pixels and arrow keys, not a clone. Laya chooses moves; vision tracking handles the browser.

  8. arXiv · Published · First archived

    Learning to Refer: Client-Resolved Generation for Privacy-Aware Language Models ↗

    Cloud-based large language models (LLMs) require users to disclose plaintext data to service providers, creating privacy risks in sensitive domains. Existing privacy-preserving approaches often trade utility for protection, incur substantial computational or communication overhead, remain vulnerable to reconstruction from intermediate representations, or protect only a subset of the training and inference pipeline. We introduce Client-Resolved Generation (CRG), a genera- tion interface that separates server-side generation from the lexical realization of input-derived content. The client trans…

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

    Show HN: I made HACKER AI for your vibecoded app ↗

    Netherite is your own Security Specialist. It reviews your codebase, find vulnerabilities, flaws, and other security issues before writing professional report. Also gives you fix prompt. Free to try!

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

    Show HN: Ogre MCP – Let your AI agent see your WoW Classic game state ↗

    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.