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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 ↗5522 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
Duck859555656/distilbert-query-classifier — model update ↗
# distilbert-query-classifier This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the None dataset. It achieves the following results on the evaluation set: - Loss: 0.4037 - Accuracy: 1.0 ## Model description More information needed ## Intended uses & limitations More information needed ## Training and evaluation data More information needed ## Training procedure ### Training hyperparameters The following hyperparameters were used during training: - learning_rate: 5e-05 - train_batch_size: 16 - eval_batch_size: 16 - seed: 42 - opti
- Hugging Face · Model / dataset date · First archived
techdotus/Tokle-3M — model update ↗
# Tokle-3M ## Model Summary Tokle-3M is a decoder-only language model with 2.91M parameters. It was first trained on 12B tokens with SPAB (Static Pairwise Attention Bias), a frozen table of 8.39M token-pair association scores built from Pointwise Mutual Information (PMI) over the training corpus, giving 11.3M parameters in total during this stage. During training, for every query-key pair, SPAB hashed the two token IDs into the table, retrieved their PMI value, scaled it by a learned per-head factor, and added it to the attention logits before softmax. After this stage, the SPAB table was remo
- Hacker News · Posted on Hacker News · First archived
Open Benchmark of AI Impact on Humans ↗
Hacker News discussion.
- GitHub · Repository created · First archived
wanikhawar/claude-tutor ↗
Obsidian plugin: learn your notes and PDFs with the Feynman technique, tutored by Claude through your Claude Code or Codex login.
- Hacker News · Posted on Hacker News · First archived
Shai-Hulud worm makes jump to AI infrastructure with Tensorlake compromise ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Agency offers staff two years pay if they can replace themselves with AI ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Nace beat GPT-6 Astra on its own parsing index at 1/10 the cost ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Ask HN: Are you a subscribed LLM or a locally deployed open-source model? ↗
Could you briefly introduce the reason or what it's used for?
- Hacker News · Posted on Hacker News · First archived
Anthropic pulls Startup program revoking pending offers ↗
Hacker News discussion.
- GitHub · Repository created · First archived
wousp112/justin-sun-alan-shao-ai-notes ↗
孙宇晨 × 邵艾伦 4 小时对谈：全文 + 精华 + 一键丢给 AI 的规划 prompt
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.