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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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5343 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

    Fine-tuned Llama 3.1 8B vs. Claude Sonnet 5 on 437 legal clauses ↗

    Hacker News discussion.

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

    Show HN: MemorySync – Memory for AI Agents ↗

    I created MemorySync because I kept running into the problem of AI agents not being able to remember useful things about users between conversations. I wanted an easy way to give the agents memory in my application without having to build the whole thing myself. MemorySync is an API for giving AI agents memory. The application sends MemorySync information provided by the user, MemorySync saves useful memories for that user, and they can be retrie…

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

    Who killed people on Kyiv's Maidan on February 20, 2014 – Claude's analysis ↗

    Hacker News discussion.

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

    Elissa AI ↗

    Hacker News discussion.

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

    Did Anthropic Just Lose Its Biggest Customer? ↗

    Hacker News discussion.

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

    Why AI companies are paying a premium to go off the grid and what this costs us ↗

    Hacker News discussion.

  7. GitHub · Repository created · First archived

    DaniilBrusnikUa/claude-code-handoff ↗

    Stop paying to replay old Claude Code sessions. A summary file is saved after every reply, and a new session picks up from it for ~5x less.

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

    Agent Conversion – Can AI agents use your website? ↗

    Hacker News discussion.

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

    Jev handed our LLM the wrong page a tenth as often as our embeddings ↗

    Hacker News discussion.

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

    Building an evidence-grounded agentic security operations harness on Cloudflare ↗

    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.