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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 ↗6057 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
AI Emulation of Stochastic Sudden Stratospheric Warming with Interpretable Latent Structure ↗
Rare weather regime transitions pose a challenge for data-driven modeling due to class imbalance. In this study, we develop a probabilistic deep learning emulator for a prototypical system with regime transitions, the stochastic Holton--Mass model of stratospheric variability, and analyze the structure of its learned latent space. The Holton--Mass model exhibits two metastable regimes, a strong and a weak polar vortex, maintained by nonlinear wave--mean flow interactions, with weak stochastic forcing intermittently triggering rare transitions between these regimes that qualitatively represent…
- Hacker News · Posted on Hacker News · First archived
AI boom could trigger market shocks, Bank of England boss warns ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: I made a computer vision tool for evaluating deadlift form ↗
I've shared a few deadlift demos in the past. This new demo includes some new models, accessed through the VLM Run Gateway: - SAM 3.1 to segment the barbell weight plate - ViTPose+ Large to measure the hip hinge angle, which serves as a backup for segmenting the reps. The pose data can definitely be used more later. - Gemma 4 26B through the Gateway's TypeSafe-compatible API to output the probability of the back being rounded or not. The predicti…
- Hacker News · Posted on Hacker News · First archived
The Download: AI "mind-reading" and creative uses for small batteries ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
I was always wondering, how it feels to switch between AI tools, so I tried it ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: Keel – Give your agent a typed strategy language, not a trading account ↗
I’ve been using AI agents to build systematic strategies on Hyperliquid for over a year, and slowly built up a reliable system to represent, test and deploy strategies. Typically there are a few options 1) llm in the execution loop, ie it makes decisions and trades, but that is slow, inconsistent and hard to audit 2) you have an agent write all the code, backtest etc, but it makes tons of subtle mistakes with time series data and diff timeframe e…
- Hugging Face · Model / dataset date · First archived
adriandj3/Swift-1.5-Qwen3.8-Flash-Next-MTP-for-GGUF-and-NVFP4 — model update ↗
# Swift 1.5 · Qwen3.8 Flash-Next · MTP draft heads for GGUF and NVFP4 **The one-layer multi-token-prediction head of Swift 1.5 Qwen3.8 Flash-Next, in three formats.** GGUF for llama.cpp targets · BF16 and FP8 safetensors for NVFP4 targets on vLLM [](#gguf-q8_0-for-llamacpp) [](#vllm-bf16-and-fp8) [](#vllm-bf16-and-fp8) [![RTX PRO 6000](https://img.shields.io/badge/tested_on-RTX_PRO_6000_Blackwell-76b
- GitHub · Repository created · First archived
sulmar/pw-mini-ai-agents-dotnet ↗
Tworzenie agentów AI w .NET
- Hacker News · Posted on Hacker News · First archived
Increasingly-Sandboxed Qwen ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: Opus6.video – Make Claude Opus 5.5 videos without a Claude account ↗
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.