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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 ↗6070 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.
- GitHub · Repository created · First archived
sno-ai/sno-station-skills ↗
Sno Station Skills: 31 tested skills that turn Claude Code and Codex into one working team. Cross-vendor peer review, automatic handoff when an agent hits its quota, a one-page morning brief, work orders with proof, and a nightly loop that learns from your own sessions. Open source, installed with one sno setup.
- Hugging Face · Model / dataset date · First archived
causal/Swift-Qwen3.8-27b-W4A16-AutoRound-MTP-BF16 — model update ↗
# Swift-Qwen3.8-27B W4A16 (AutoRound, BF16 MTP head) A community 4-bit weight-only quantization of [ukisai/Swift-Qwen3.8-27b](https://huggingface.co/ukisai/Swift-Qwen3.8-27b), UkisAI's reasoning-efficient fine-tune of Qwen3.8-27B. It is not an official UkisAI release. - **W4A16**: int4 weights (group size 128, symmetric), 16-bit activations, made with Intel AutoRound 0.15.1 and exported as compressed-tensors. vLLM picks the int4 kernels up automatically (Machete on Hopper, Marlin elsewhere). - **19.47 GB** on disk versus about 56 GB for the BF16 parent. - **BF16 MTP head**: the multi-token-pre
- Hugging Face · Model / dataset date · First archived
autotrust/JEV-27B — model update ↗
# autotrust/JEV-27B **[autotrust/JEV-27B-VL](https://huggingface.co/autotrust/JEV-27B-VL)**, autotrust/JEV-27B with vision, is now online. ### AutoTrust's second integrated System 1 + System 2 open model, built with the Blocks of Experts recipe **Fast, calibrated System 1 decisions that are indistinguishable from the closed TypeSafe Jev 1.13 by KL, and deliberate System 2 generation and reasoning from an untouched Qwen3.8-27B — one set of weights, one vLLM engine, routed per request. It succeeds JEV-9B with closer System 1 fidelity, stronger transfer to unseen tasks and a stronger System 2, an
- GitHub · Repository created · First archived
ShadowSafin/Synapass ↗
AI inference gateway and control plane for multi-provider routing, policies, caching, tools, and observability.
- GitHub · Repository created · First archived
pennant-dev/pennant ↗
Pennant for macOS: one open-source AI agent that does the work on your Mac, on a schedule, with any model. It asks before it publishes, sends, deletes or spends. Free, Apache-2.0.
- Hacker News · Posted on Hacker News · First archived
Ask HN: If AI took your job tomorrow, what is your plan? ↗
I'm looking for some optimism here after reading one of the recent daily threads that devolves into doom. I'm 26, single, at a non-FAANG making okay money doing software, but I can feel the AI grip tightening. Maybe it's an illusion, not sure, but it sure feels real. Does anyone here have a creative plan for other industries to get into? Ways to reduce expenses? Trying to find something people with brains like ours can look forward to.
- Hacker News · Posted on Hacker News · First archived
A local Workday job agent – rule-based resume tailoring, no AI ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Stanislaw Lem quote related to LLMs ↗
A man can control only what he comprehends, and comprehend only what he is able to put into words. The inexpressible therefore is unknowable. -- Stanislaw Lem "The Futurology Congress" This is certainly interesting in LLM land :-)
- Hacker News · Posted on Hacker News · First archived
Polytoken is a local-first AI coding agent daemon ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
8 Questions about Minds and AI ↗
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.