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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.
Open in the map ↗5427 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.
- Hugging Face · Model / dataset date · First archived
txgsync/K2-Horizon-MoVA-36B-A4B-MLA-NanoSeedLM-P3 — model update ↗
# K2-Horizon-MoVA-36B-A4B-MLA — NanoSeedLM P3 (20.07 GB, 4.25 bits per weight) **Research preview.** This probably is not what you want. ## 512K tokens of context in 36.4 GB MLA keeps 84 KiB of KV cache per token (the original GQA model: 192 KiB), and this model's loader compresses it further: - **q8 (default)**: the cache in 8 bits, half the size, with no measurable quality loss (held-out KLD +0.0004). 512K tokens: **46.3 GB** total (est.). - **rq4 (picked automatically when you ask for more context than q8 fits)**: the latent rotated (a seeded Walsh-Hadamard transform: nothing stored) and in
- GitHub · Repository created · First archived
songshikang0111/awesome-REA-cases ↗
A curated collection of REA and AI-assisted reverse engineering cases, projects, and ideas. Updated every four hours.
- Hacker News · Posted on Hacker News · First archived
Tony Fadell on why the first wave of AI gadgets failed – and what comes next ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
As the military plans to speed up drones and AI use, Congress wants safeguards ↗
Hacker News discussion.
- GitHub · Repository created · First archived
BaronCyrus/dsh-packycode-api ↗
Use a PackyCode (PackyAPI) API key in DeepSeek Harness: built-in multi-protocol model route, ordered API-key rotation, and balance display
- GitHub · Repository created · First archived
luojuncheng0327-cell/CAgent ↗
本地优先（Local-First）的桌面 AI 工作台：对话、文件与文档协作整合在一起，数据默认保存在本机。Windows 桌面应用，Electron + TypeScript。
- GitHub · Repository created · First archived
lattifai/awesome-EmbeddingGemma ↗
EmbeddingGemma2 resources: local search apps, decision models, inference frameworks, tutorials, and datasets. English / 简体中文.
- Hugging Face · Model / dataset date · First archived
Abhayn01/Arka-Specialist-V2-200M-Universal-Recovery-v2 — model update ↗
# ARKA Specialist V2 — 200M Controlled Repair SFT Base: `Abhayn01/Arka-Specialist-V2-SFT-1M-Test` Trained with response-only SFT to approximately 201,003,549 supervised assistant/EOD tokens. Data mixture: Smol-SmolTalk, UltraChat 200k, and Tulu-3 SFT mixture. Experimental recovery run; not a validated general assistant. Review mixed upstream dataset licenses before any commercial use.
- Hacker News · Posted on Hacker News · First archived
Show HN: Skills Hub, a desktop app for managing AI agent skills ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Flow state, the dinner rush and AI brain fry ↗
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.