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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 ↗5180 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
tachara-ai/decisio-qwen3.6-35b-a3b — model update ↗
# decisio-qwen3.6-35b-a3b Built by [Tachara AI Lab](https://huggingface.co/tachara-ai).  *How it works (illustration; the probabilities are examples, real recorded responses are on the 31B card).* **Typed questions about any text in, a calibrated probability for every option out: one forward pass, no generated text.** ## Teach it your task **Teach it your task in minutes. No retraining.** Your labels, your rules, and it tells you which answers it is sure of. -
- Hugging Face · Model / dataset date · First archived
richardyoung/DeepSeek-R1-0528-Qwen3-8B-heretic-GGUF — model update ↗
# DeepSeek-R1-0528-Qwen3-8B-heretic-GGUF GGUF quantizations of [richardyoung/DeepSeek-R1-0528-Qwen3-8B-heretic](https://huggingface.co/richardyoung/DeepSeek-R1-0528-Qwen3-8B-heretic), a [Heretic](https://github.com/p-e-w/heretic) abliteration of [deepseek-ai/DeepSeek-R1-0528-Qwen3-8B](https://huggingface.co/deepseek-ai/DeepSeek-R1-0528-Qwen3-8B). | Metric (Heretic evaluation) | Value | |---|---| | KL divergence from the original | 0.0413 | | Refusals | 4/100 | Reproducibility information: [richardyoung/DeepSeek-R1-0528-Qwen3-8B-heretic/reproduce](https://huggingface.co/richardyoung/DeepSeek-R1
- Hugging Face · Model / dataset date · First archived
tachara-ai/decisio-gemma-4-12b — model update ↗
# decisio-gemma-4-12b Built by [Tachara AI Lab](https://huggingface.co/tachara-ai).  *How it works (illustration; the probabilities are examples, real recorded responses are on the 31B card).* **Typed questions about any text in, a calibrated probability for every option out: one forward pass, no generated text.** ## Teach it your task **Teach it your task in minutes. No retraining.** Your labels, your rules, and it tells you which answers it is sure of. - **B
- Hacker News · Posted on Hacker News · First archived
Agent Observability on the Claude Platform ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: MoneySwitch – AI agents pay x402 APIs in USDC (self-hosted) ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: How to Use LLMs ↗
I think one of the biggest issues with the current LLM format is the vertical scrolling, it makes it really difficult to track how your are working, and to cover multiple conversation topics. This I think is going to be an easier format to use.
- Hugging Face · Model / dataset date · First archived
endomorphosis/ipfs_austria_municipal_laws — dataset update ↗
# Austrian municipal law (RIS Gemeinderecht) Municipal ordinances and announcements (Verordnungen and Kundmachungen of the Gemeinden) as published in RIS, the Rechtsinformationssystem des Bundes ([ris.bka.gv.at](https://www.ris.bka.gv.at)). ## Coverage | Pack | Land | Gemeinden | Laws | Articles | Note | |---|---|---|---|---|---| | 1 | Kärnten (AT-2) | 132 | 15,983 | 57,440 | | | 2 | Steiermark (AT-6) | 2 | 1,069 | 7,352 | | | 2 | Wien (AT-9) | 1 | 160 | 613 | RIS files Wien under GKZ 90101; QID Q1741 (Gemeinde Wien, P964 90001) assigned by hand | | 2 | Niederösterreich (AT-3) | 5 | 89 | 505 |
- Hugging Face · Model / dataset date · First archived
e12ex2/jev-vision-27b — model update ↗
# jev-vision-27b A LoRA on **Qwen/Qwen3.8-27B** for typed decisions over text **and images**: give it a state (text, images, or both), a question and a list of options, and it returns a probability for every option in one forward pass. The other strong entrants on the Decision Index vision board were trained on text only and answer image questions zero-shot. This one was trained on vision decisions directly (spatial and depth questions, charts, documents and receipts, web screenshots, caption word-order pairs, memes, science diagrams), alongside a text decision corpus. ## How it answers Option
- Hacker News · Posted on Hacker News · First archived
Meta AI creates campaign material for Flávio Bolsonaro and blocks Lula content ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Will big software companies (like Adobe) come together to curb AI? ↗
Recently heard about the fact that someone vibe-coded Adobe Cloud apps and having read people's reactions, one thing is clear: people say that this is "karma" hitting Adobe back. Now if these developments really threaten the monopoly of some of the largest software companies in the world, it makes me wonder whether their business losses would stimulate them to come together and do something about this out-of-control tool we all call AI. What are…
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.
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