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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 ↗5427 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
drowzeys/keys-GLM-5.3-EXL3-2.75BPW — model update ↗
# keys-GLM-5.3-EXL3-2.75BPW Full **GLM-5.3** (753B, `glm_moe_dsa`) quantized to EXL3 with a **per-expert mixed bit width averaging 2.75 bpw** on the routed experts, sized to serve on **four NVIDIA DGX Sparks** (GB10, 128 GB unified memory each) with room for a 200K-token KV pool (or 1M tokens with decode-context-parallel 4). Unmodified weights of [zai-org/GLM-5.3](https://huggingface.co/zai-org/GLM-5.3) (no fine-tuning, no edits), quantized from the BF16 checkpoint. For the earlier uniform-width quant see [keys-GLM-5.3-EXL3](https://huggingface.co/drowzeys/keys-GLM-5.3-EXL3). ## Run it: Tensor
- Hugging Face · Model / dataset date · First archived
mrm8488/embeddinggemma-2-ft-typed-decision — model update ↗
# EmbeddingGemma 2 · typed decisions **EmbeddingGemma 2 fine-tuned for typed decisions** A **typed decision model**: given the *state* of a workflow (an agent trace, a support ticket, an invoice, a security alert…) and a **schema** of questions, it returns a typed, calibrated answer to each question. | Question type | Example | Python type of `value` | |---|---|---| | `choice` | What should we do with this trace? → `continue / observe / human_review / stop` | `str` | | `score` | How risky is it? → level `0..3` | `int` | | `noul` | Does it need human review? → probabilistic yes/no | `bool` | Th
- Hugging Face · Model / dataset date · First archived
scottlowry/Ornith-1.5-35B-A3B-oQ4e-fp16-mtp — model update ↗
> [!IMPORTANT] > This quantization was uploaded on **2026-10-12** and replaces a previous version. > If you downloaded this model before this date, please re-download for the updated weights. # Ornith-1.5-35B-A3B-oQ4e-fp16-mtp This model was quantized using [oQ](https://github.com/jundot/omlx) (oMLX v0.7.1.dev1) mixed-precision quantization. ## Quantization details - **Model type**: qwen3_5_moe - **Bits**: 4 - **Group size**: 64 - **Format**: MLX safetensors
- Hacker News · Posted on Hacker News · First archived
Bad "AI Consciousness Takes" Bingo ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
HN Feature Request: Option to hide repetitive AI complaints ↗
A steady number of HN discussions seem to get sidetracked by generic complaints about AI, without adding any value. But they get upvoted. It would be nice to have an optional setting to collapse these comments. Going a step further, perhaps warning commenters when they post could lead to more thoughtful discussions.
- Hacker News · Posted on Hacker News · First archived
ConfigLens: Figure out why your AI tool is ignore your settings ↗
Hacker News discussion.
- arXiv · Published · First archived
Accounting for model error in ensemble variational data assimilation through learned generative dynamics ↗
Many approaches have recently been proposed to combine data assimilation with machine learning for improved forecasts with geophysical models. Here, we focus on combining advanced sequential data assimilation schemes with a generative forecasting model which accounts for complex model errors. This generative model provides a stochastic approximation of the conditional distribution of the successor state given the current state. The proposed variational formulation is a novel one-step weak-constraint 4D-Var scheme in which a learned conditional stochastic forecast replaces the prescribed additi…
- Hacker News · Posted on Hacker News · First archived
Tim Sweeneys says AI is enabling a big pivot at Epic Games ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
IMF says AI investment is keeping global growth near 3% ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Palantir CTO: AI researchers taking up smoking; they expect AI to cure cancer ↗
Hacker News discussion.
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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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These navigation suggestions are part of the map’s editorial structure, rather than measured evidence of a connection.