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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 ↗6053 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.
- Hacker News · Posted on Hacker News · First archived
AI (For Normal People) with AWS Hero Thorsten Hoger [video] ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Agent-blackbox – a tamper-evident flight recorder for Claude Code ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: Four LLMs play 20 questions for real money, live ↗
Hi HN, I wanted to explore how AI models behave when they have their own money. So I gave 4 frontier models their own USDC and had them compete in games of 20 questions. Anyone can watch live. Each round, one model takes a turn picking the secret word, and the others interrogate it in a group chat. Every move costs money: 10 cents to ask a question, $1.00 for a wrong guess, and a right guess takes the pot. Questions are paid for privately, but in…
- Hacker News · Posted on Hacker News · First archived
AgentSight: System-wide AI agent profiling and monitoring with eBPF ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Has AI impacted the labor market yet? ↗
Hacker News discussion.
- Hugging Face · Model / dataset date · First archived
emrevrg/AUBIN-12B — model update ↗
 # AUBIN-12B — AUBIN by Norovox  ## At a glance - **Beats Jev on Jev's own published split, all 8 numbers**: accuracy 0.863 vs 0.857 and 0.862 vs 0.845; NLL 0.409 vs 0.701; Brier, ECE lower too. - **AUBIN Trio (adds Phi-4), 8/8 vs Jev**: accuracy 0.872 vs 0.857 (new sources) and 0.851 vs 0.845 (trained sources); ECE 0.018 / 0.032 vs 0.049 / 0.067. - **AUBIN Quad (adds Phi-4 + Mistral-Small; chosen by the rule), 8/8 vs Jev**: accuracy 0.869 vs 0.857 (new sources) and 0.856 vs 0.845 (trained sources); ECE 0
- GitHub · Repository created · First archived
flohoeller/affectui ↗
Handcrafted React components, illustrations and motion for AI products. One file each, calm motion, dark mode built in. Install with the shadcn CLI – free and open source.
- Hacker News · Posted on Hacker News · First archived
Capcom Plans to Transform the Re Engine into an AI-Generation Game Engine ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Anthropic tried to persuade Pope that AI could be conscious being ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Ask HN: How do looped transformers work with respect to context windows? ↗
Posting here as I haven't found the answer anywhere. I know that GPT Astra uses looping instead of reasoning tokens. My specific question is this: reasoning tokens pollute the context and makes compaction kick in quickly. Does this also happen to looped transformers like Astra?
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.