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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.
- arXiv · Published · First archived
StochLOB: Heavy-Tailed Score Matching for Robust Limit Order Book Trend Prediction ↗
Score-based diffusion methods usually perturb data with Brownian Gaussian noise, corresponding to a light-tailed forward stochastic differential equation (SDE). For market time series this SDE can be a poor abstraction: limit order book (LOB) order flow is heavy-tailed, bursty, and occasionally jump-like. We study STOCHLOB, a training-only score-matching framework that changes the forward diffusion corruption law while leaving the deployed predictor deterministic. Instead of Brownian-only Gaussian corruption, the noising process uses two non-Gaussian SDE-inspired alternatives: jump-Lévy noise…
- Hacker News · Posted on Hacker News · First archived
Call for stories: human–AI collaboration in recent mathematics ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
AI Safety Is Not a Corporate Plot ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Ricursive Intelligence bets on AI-designed chips to solve the compute crisis ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
No, We Need a Neural Network ↗
Hacker News discussion.
- runtimewire.com · Source date · First archived
Anthropic's Claude web code includes a control to withdraw feedback records ↗
Anthropic has a wired workflow in its publicly served Claude web client for reviewing past feedback and requesting withdrawal of an individual record. The confirmation warns that a conversation can remain in the improvement program while other feedback tied to it is still active. The code establishes that the client has this workflow; it does not establish which accounts can use it or what Anthropic's servers do after a request. Read the full story on RuntimeWire
- Hugging Face · Model / dataset date · First archived
jfan/gemma-4-e2b-web-mtp-vision-litert-lm — model update ↗
# Gemma 4 E2B — WebGPU Optimized with Neural Multi-Token Prediction (MTP), Vision (1120 tokens), and Audio Web-optimized `gemma-4-E2B-it` LiteRT-LM bundles for browser (WebGPU) execution, built with the official conversion pipeline (`export_vit`, `converter_main`, `litertlm_builder_cli`). ## 📦 Canonical Model Variants | Variant File | Size (Bytes) | SHA-256 | | :--- | :--- | :--- | | `gemma-4-E2B-it-web-mtp.litertlm` | 2,054,365,440 | `394ec560d01909286bc9c3d2fbea1e7ac9744706a8f259107ec5644e966b3b76` | | `gemma-4-E2B-it-web-mtp-vision.litertlm` | 2,288,982,644 | `e7f2078ec0e3c05542b7a89dff90c
- Hugging Face · Model / dataset date · First archived
mradermacher/Qwen3.8-27B-Optimal-Ablit-Heretic-GGUF — model update ↗
## About static quants of https://huggingface.co/sci4ai/Qwen3.8-27B-Optimal-Ablit-Heretic ***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Qwen3.8-27B-Optimal-Ablit-Heretic-GGUF).*** weighted/imatrix quants are available at https://huggingface.co/mradermacher/Qwen3.8-27B-Optimal-Ablit-Heretic-i1-GGUF ## Usage If you are unsure how to use GGUF files, refer to one of [TheBloke's READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for more details, including on how to concatenate multi-part files. ## Provided Quants (
- Hacker News · Posted on Hacker News · First archived
Capsem – a Rust hypervisor sandboxing AI agents in air-gapped Linux VMs ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
OpenAI Sued over Children's Data Used to Train ChatGPT ↗
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.
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