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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 ↗5204 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.
- Hacker News · Posted on Hacker News · First archived
AI on AI's Future ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: Evlat, see which of your AI agents waiting on you ↗
Hacker News discussion.
- Hugging Face · Model / dataset date · First archived
THUSI-Lab/GameScaling — model update ↗
Scaling in Games Continued Pre-Training for Embodied Agents in Diverse Virtual Worlds Kuan Zhang 1,2,*,‡ , Yukun Chen 1,3,*,‡ , Zhihao Yang 1,3,*,‡ , Yue Su 4 , Xiangnan Wu 3 , Zirong Chen 2 , Run Luo 1,5,‡ , Jinkun Hou 6 , Tao Tan 1 , Yinhe Zheng 1,† , Yiming Li 2,† 1 miHoYo Honkai AI R&D Team 2 College AI, Tsinghua University 3 University of Chinese Academy of Sciences 4 MMLab, The University of Hong Kong 5 National University of Singapore 6 Peking University * Equal contribution † Corresponding author ‡ Work done while interning at miHoYo ## Overview GameScaling models are Qwen3.5 vision-la
- Hugging Face · Model / dataset date · First archived
razaasherazi/pancreas-multiscale-unet-baseline — model update ↗
# Pancreatic Abnormality Detection & Segmentation - Experiment 1 (Baseline) Base Model: **Multi-Scale U-Net** (*Qiu et al., Frontiers in Oncology, 2024*). ## Live Metrics (Epoch 15/15) - **Best Validation Dice:** 0.7113 - **Latest Train Loss:** 0.4780 - **Latest Val Loss:** 0.5102 - **Latest Val Dice:** 0.7109 - **Latest Val IoU:** 0.5573 - **Sensitivity:** 0.8273 - **Specificity:** 0.9976
- Hugging Face · Model / dataset date · First archived
abuz8studios/SUPERBRAIN-1-lab — model update ↗
# SUPERBRAIN-1-lab: every graded run This repo holds every training run behind [SUPERBRAIN-1](https://huggingface.co/abuz8studios/SUPERBRAIN-1). Each run sits under `runs/ /` with its Q5_K_M GGUF, LoRA adapter (where one exists) and `verdict.json`. Nothing here is promoted. The champion and the promotion rule are documented in the main repo. ## Scores (from each run's verdict.json, Q5_K_M, greedy, llama.cpp) | Run | Body | Root bare | Root few-shot | Verb forms | Gate v3 | |---|---|---|---|---|---| | soup_g2f_run6 | Fanar | 0.7814 | 0.7880 | 0.9276 | 0.9529 | | run6_math_grpo | Fanar | 0.7803
- Hacker News · Posted on Hacker News · First archived
Will China overtake the US in the AI race? (In charts) ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Has the AI Boom Impacted the U.S. Current Account? ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Ask HN: Why not allow AI-written posts with a "human disclosure" section? ↗
Some research papers already have an "AI disclosure" section where the human authors indicate what they contributed and what the AI contributed to the paper. AI-written posts on social media could similarly have a "human disclosure" section where the AI indicates what the human user contributed and what the AI contributed to the post. Note that the content of the "human disclosure" section would be determined and written automatically by the AI b…
- GitHub · Repository created · First archived
byteminus/laravel-ai-blog ↗
Laravel blog package with built-in SEO scoring, AI drafting (laravel/ai) and an MCP server so Claude and ChatGPT can write to it. Headless by default.
- Hacker News · Posted on Hacker News · First archived
Show HN: Busymail – an IMAP email client with an MCP server for AI agents ↗
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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