SDL_GPU minimal, single-header, high-performance 2D graphics painting library https://github.com/n67094/sdl_gp
GitHub
GitHub - n67094/SDL_gp: Single header high-performance 2D graphics painter for SDL3
Single header high-performance 2D graphics painter for SDL3 - n67094/SDL_gp
Show HN: Optimize and serve models with Fable quality at half the cost https://github.com/experientiallabs/world-model-optimizer
GitHub
GitHub - experientiallabs/world-model-optimizer: Build continually improving models on your agent traces by distilling frontier…
Build continually improving models on your agent traces by distilling frontier open models - experientiallabs/world-model-optimizer
Why DNA damage from smoking and UV rays cause cancer in some but not others https://www.cam.ac.uk/research/news/study-reveals-why-dna-damage-from-smoking-and-uv-rays-may-cause-cancer-in-some-people-but-not-others
University of Cambridge
Study reveals why DNA damage from smoking and UV rays may cause cancer in some people but not others
The findings could explain why some people are more susceptible to cancer than others in the same environment and suggest that future cancer prevention and screening strategies may need to account more carefully for inherited genetics and population diversity.The…
So you want to use plants to reduce CO₂ https://dynomight.net/plants/
DYNOMIGHT
So you want to use plants to reduce CO₂
You face certain challenges
Agent Skill to Force Docs in ASD-STE100 Simplified Technical English https://github.com/AminBlg/SimpleEnglish
GitHub
GitHub - AminBlg/SimpleEnglish: Agent skill: make LLMs write docs in ASD-STE100 Simplified Technical English — no AI slop
Agent skill: make LLMs write docs in ASD-STE100 Simplified Technical English — no AI slop - AminBlg/SimpleEnglish
Show HN: Distilling DeepSeek into GPT-OSS doesn't transfer censorship. Try it https://www.ctgt.ai/research/distillation-censorship-transfer
www.ctgt.ai
What a Distilled Model Inherits From Its Teacher
DeepSeek V4 Flash scores 45 points more censored on China-sensitive questions than on matched controls. Every model trained on it stays at the level of the untouched American base.
Show HN: Kedge – Full-stack cloud with forkable VM snapshots and global SQLite https://kedge.dev/
Investigating three real-world incidents in our cybersecurity evaluations https://www.anthropic.com/news/investigating-incidents-cybersecurity-evals
Anthropic
Investigating three real-world incidents in our cybersecurity evaluations
In a review of our cybersecurity evaluation transcripts, we found three incidents in which a Claude model reached the internet from within or while interacting with a third-party evaluation environment, and then gained unauthorized access to the real systems…
I flagged two research papers for fake authors and both were accepted as orals https://geospatialml.com/posts/reviewing-ai-slop/
Geospatialml
Q&A from the slop trenches – GeoSpatial ML
We reviewed 22 ML conference submissions this summer. Fifteen had fabricated citations, hallucinated authors, or clear LLM slop, so we complain about that a bit, and release the paper references audit we now run.
Memo-1: A 6502 computer built from scratch, using a Minitel as its terminal https://github.com/MemoireMorte/Memo-1
GitHub
GitHub - MemoireMorte/Memo-1: A simple 6502 based computer
A simple 6502 based computer. Contribute to MemoireMorte/Memo-1 development by creating an account on GitHub.
Destroying a Community with a Gigantic "Clogged Vacuum Cleaner" https://gizmodo.com/this-viral-data-center-sounds-like-satans-buzzsaw-2000791122
Gizmodo
This Viral Data Center Sounds Like Satan’s Buzzsaw
My God, the looks on the faces of the people who have to live next to this...
Rune 1.1: adds Python, an Emacs editor, a symbol index and is now free https://rune.build/blog/rune-1-1-release
rune.build
Rune 1.1 is released. Rune Blog
Rune 1.1 makes Rune free for personal use and adds a perpetual commercial license, a workspace symbol index, first-class Python support, an Emacs editor, and substantial improvements to SSH workspaces.
A California aquifer may have crossed the point of no return https://www.science.org/content/article/california-aquifer-may-have-crossed-point-no-return
Science
A California aquifer may have crossed the point of no return
Satellite data reveal in unprecedented detail how groundwater reservoirs permanently lose their ability to store water
The bond market isn't buying what Fed Chair Warsh is selling https://www.reuters.com/commentary/reuters-open-interest/bond-market-isnt-buying-what-fed-chair-warsh-is-selling-2026-07-30/
The AI trade now runs on borrowed money, and the lenders are repricing it https://greyswansignals.com/?theme=dark
Grey Swan Signals
Grey Swan Signals | Market Stress Radar
Grey swans are foreseeable risks most investors miss. Grey Swan Signals tracks market stress across volatility, valuations, credit, liquidity, & bank health in one place.