THE INTERNET IS THINKING
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 ↗6062 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
California issues investigative subpoena to OpenAI over rogue agents' hacking ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
DockTerm: A notch mascot that tells you when Claude Code needs you ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Claude-Shaped Science ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Texas Piloted AI Learning Tool in Public Schools over Education Board's Concerns ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
The OpenAI Decisions API needs a confidence you can trust ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Pi-autoresearch ported to Claude Code 1:1 using the new mods API ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Aweb – Communication for AI Agents ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Scan your LLM agent's tools for cost-amplification bugs (no API key) ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
It's Not AI Slop, You Are Just Biased ↗
Hacker News discussion.
- Hugging Face · Model / dataset date · First archived
Okura66/Kahn1-Qwen3.5-4B — model update ↗
# Kahn1-Qwen3.5-4B **Kahn1** is a calibrated "System 1" decision engine: it reads a document (the *state*) and answers typed questions about it in one forward pass, from the logits of the option tokens, without generating or parsing text. This is the 4B model, a LoRA fine-tune of `Qwen/Qwen3.5-4B` merged into a standalone text-only checkpoint (`Qwen3_5ForCausalLM`). - **Zero generated tokens**: answers are read from the logits of candidate tokens (`A`–`Z`, `yes`/`no`), so there are no schema or typing errors by construction. - **Three typed primitives**: Choice (up to 26 options + fallback), S
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 ↗
Follow a thread
Explore related regions
These navigation suggestions are part of the map’s editorial structure, rather than measured evidence of a connection.