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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 ↗6039 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
LessThanThreeAI/Qwen3.8-27B-Humanlike-Chat-GGUF — model update ↗
# Qwen3.8-27B Humanlike Chat GGUF **A 27B local model tuned for concise, reciprocal roleplay and personal chat instead of assistant-style answers.** GGUF quants of [`huihui-ai/Huihui-Qwen3.8-27B-abliterated`](https://huggingface.co/huihui-ai/Huihui-Qwen3.8-27B-abliterated) plus the rank-256 step-576 Humanlike Chat adapter. Text only. [](https://huggingface.co/spaces/LessThanThreeAI/Qwen3.8-27B-Humanlike-Chat) [![Download GGUF](https://img.shields.io/badge/-Download%20GGU
- Hacker News · Posted on Hacker News · First archived
One cause of "AI" chatbots' accuracy being so poor? ↗
My thought: They're trained on so much web content that is plain wrong but authoritative due to apparent endorsement by humans that show tolerance based on understanding which is lacking in an "AI" next-token predictor. Example, https://en.wikipedia.org/wiki/Progressive_web_app "Progressive web apps must use service workers to create programmable content caches." This statement is factually false. There is no requirement that a PWA do this. True…
- Hugging Face · Model / dataset date · First archived
Mikemugen/ochevid-jev-vl-2b — model release ↗
# Ochevid Jev-VL 2B **One image, many independent typed answers. No training required.**  An experimental execution architecture by Mike Dantsiger using **original Qwen weights**. Image encoding and decoder image-prefix prefill happen once; question tails run independently on separate batch rows. No LoRA, new learned weights or training from scratch. The custom loader is required; this is not a drop-in Transformers AutoModel or Inference Provider endpoint. **Complete model package:** original upstream safetensors, processor and configuration are i
- Hacker News · Posted on Hacker News · First archived
There Is No Evidence of Aggregate AI Job Loss ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: What's Agent Doing – a Claude Code UI mod that explains each step ↗
I built this because with latest coding models, Claude goes into deep-work mode with obscure commands so that I never know anymore what it's up to. This is a mod (a plugin using Claude Code's new function hooks) that draws one line above the prompt: - the current step, using the description Claude writes for each shell command (git bisect run npx vitest … → "Find the commit that broke fixed-amount coupons"), with a timer - a row per background ag…
- Hacker News · Posted on Hacker News · First archived
The AI Zombie Effect ↗
Hacker News discussion.
- GitHub · Repository created · First archived
techwadah-web/wadah-engine ↗
Local, read-only MCP server and CLI that gives AI coding assistants a commit-pinned map of your codebase.
- Hacker News · Posted on Hacker News · First archived
Ask HN: Is anybody producing good code with coding agents? ↗
This is a genuine problem that I hear from senior engineers. I'm looking for a solution. -- The quality of ai-generated code is (claude, agy, copilot, codex a little better). It's exhausting to read. I used to love learning from my experienced colleagues and taking pride in what we made. We spent time on elegance and craftsmanship. Now I spend nearly the whole workday slogging through convoluted code riddled with footguns. I ride on hopes and dre…
- Hacker News · Posted on Hacker News · First archived
Multi-harness delegation Mod for Claude Code ↗
Hacker News discussion.
- arXiv · Published · First archived
Mixture-of-Experts for Cryptocurrency Order Execution: Training Stability, Tail Risk, and Failure Modes ↗
Deep reinforcement-learning policies for order execution can vary substantially across training seeds, so apparent architectural gains may reflect favourable training realisations rather than reproducible properties of the architecture. We evaluate vanilla Double Deep Q-Learning (DDQL), K-means-partitioned mixtures of DDQL experts at $K \in \{2, 4, 8\}$, and dense networks parameter-matched to the $K{=}4$ and $K{=}8$ expert budgets on 5-minute mean-aggregated BTC/USDT limit order book data from Binance. No learned configuration significantly improves mean implementation shortfall over DDQL. Un…
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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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