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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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5491 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

    AI Is Throwing a Roadside Picnic ↗

    Hacker News discussion.

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

    CodeAlta, Your Agentic Development Environment ↗

    Hacker News discussion.

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

    Can AI Break Cryptography? ↗

    Hacker News discussion.

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

    Claude Code and Codex break on different MCP features ↗

    Hacker News discussion.

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

    I tested whether AI agents obey text you never see. 4 of 8 did, every time ↗

    Hacker News discussion.

  6. Hugging Face · Model / dataset date · First archived

    mradermacher/Andromeda-8B-Coder-i1-GGUF — model release ↗

    ## About weighted/imatrix quants of https://huggingface.co/fiel1986/Andromeda-8B-Coder ***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Andromeda-8B-Coder-i1-GGUF).*** static quants are available at https://huggingface.co/mradermacher/Andromeda-8B-Coder-GGUF ## Usage If you are unsure how to use GGUF files, refer to one of [TheBloke's READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for more details, including on how to concatenate multi-part files. ## Provided Quants (sorted by size, not necessarily quality. IQ

  7. Hugging Face · Model / dataset date · First archived

    SargeDev/jev-gate-student-b-merged — model update ↗

    # Student B — merged (full weights) Standalone merged checkpoint of [SargeDev/jev-gate-student-b](https://huggingface.co/SargeDev/jev-gate-student-b): a LoRA adapter (r=16, alpha=32, q_proj/v_proj, ~1.1M trainable params) trained on the public Jev distillation corpus to judge memory/query relevance with calibrated P(relevant) in a single forward pass. ## What this is - Base: Qwen/Qwen2.5-0.5B-Instruct (bf16, ~988 MB safetensors) - The LoRA deltas are merged into the weights — no PEFT required at inference - Same usage as the adapter version, just load directly ## Eval (10,000-row held-out set

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

    Ask HN: Can we expect LLM-based coding agents to become noticeably faster? ↗

    I am thinking primarily about "single-threaded" usage of Claude etc which I'm still using as if it was still 2025. I just don't find the mental context switching worth it.

  9. GitHub · Repository created · First archived

    zhutoumeme/mcd-git ↗

    用 git 命令点麦当劳:add 放购物车,rebase 凑最省,push 确认后才下单;card 生成 1024 吃麦贡献图(3D 汉堡天际线 / 年度小票)。基于麦当劳 MCP Server,附 --demo 无 Token 试玩和 Agent Skill。非官方参赛作品。

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

    My personal AI agent posted my bank details on company Slack ↗

    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.