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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 ↗5376 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
Attacking AI-based reverse engineering tools using weaponized binaries ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
State of AI Report 2026 ↗
Hacker News discussion.
- GitHub · Repository created · First archived
glmn-ai/vibereceipt ↗
Print a store receipt for your AI coding: tokens, what they'd cost at API prices, and how many times the agent said "You're absolutely right". Claude Code, Codex, OpenCode. 100% local.
- Hacker News · Posted on Hacker News · First archived
Just say no to OpenAI and Anthropic ↗
Hacker News discussion.
- GitHub · Repository created · First archived
Antarsoft/morphness ↗
Self-improving multi-agent harness for Claude Code. A Technical Lead plans, Full-stack builds, QA verifies, and retros turn lessons into rules that fit your project. Stack-agnostic.
- GitHub · Repository created · First archived
alfera-labs/company-use ↗
The Open Source AI Co-worker for your whole team. Lives in Slack, API, Whatsapp, web and gets work done.
- Hacker News · Posted on Hacker News · First archived
Most US Adults Aren't Ready for AI to Help with Holiday Shopping, Survey Finds ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
AI is fucking overwhelming man ↗
Hacker News discussion.
- Hugging Face · Model / dataset date · First archived
agurung/cobalt-seeded-rl-base-ramp25-stoppen-gen4k-ep2-ncp5-n3nc-base-s3 — model update ↗
# seeded_rl_base_ramp25_stoppen_gen4k_ep2_ncp5_n3nc_base_s3 — RL checkpoint (global step 44) **Role in this run:** best by pass@8 ## What it is An **OpenRLHF GRPO** reinforcement-learning checkpoint for Qwen3-4B. - Base model: `Qwen/Qwen3-4B-Instruct-2507` - Seeded from: base Qwen3-4B (no SFT seed — RL applied directly to the base model) - Saved at global step 44 of RL run `seeded_rl_base_ramp25_stoppen_gen4k_ep2_ncp5_n3nc_base_s3`. ## What it's best at - This is the **best checkpoint by pass@8** so far in this run. Trained and validated on the **cobalt-train ≤2/64 frontier** (canonical clean_
- Hacker News · Posted on Hacker News · First archived
'AI' Is Not a Tool by Rich Hickey ↗
https://gist.github.com/svieira/619d60dea942a8d4498cba3bb6b1...
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.