
Article URL: https://github.com/kooscode/srgh-matrix-trinity/blob/main/README.md
Comments URL: https://news.ycombinator.com/item?id=42465378
Points: 34
# Comments: 11
https://github.com/kooscode/srgh-matrix-trinity/blob/main/README.md

Article URL: https://research.google/blog/satellite-powered-estimation-of-global-solar-potential/
Comments URL: https://news.ycombinator.com/item?id=42465535
Points: 61
# Comments: 4
https://research.google/blog/satellite-powered-estimation-of-global-solar-potential/

Article URL: https://www.ycombinator.com/companies/openlayer/jobs/yIE9WI3-customer-engineer
Comments URL: https://news.ycombinator.com/item?id=42465661
Points: 0
# Comments: 0
https://www.ycombinator.com/companies/openlayer/jobs/yIE9WI3-customer-engineer

CCState is a semantic, strict, and flexible state management library suitable for medium to large single-page applications with complex state management needs.
The name of CCState comes from three basic data types: computed, command, and state.
Comments URL: https://news.ycombinator.com/item?id=42460107
Points: 5
# Comments: 0

Hey HN!
After 6 years of R&D, our small team is excited to share our project TideCloak - an IAM designed to help developers move fast without worrying about catastrophic breaches or overpowered admins with keys to the kingdom.
Traditional IAMs rely on centralized authority - admins, root certificates, and decryption keys - which create glaring vulnerabilities in a breach. To address this, we’ve integrated Keycloak (Red Hat’s IAM) with a decentralized key architecture powered by our (acad
Article URL: https://vintagetek.org/dvst-graphic-terminals/
Comments URL: https://news.ycombinator.com/item?id=42460494
Points: 4
# Comments: 0

Article URL: https://gnikoloff.github.io/webgpu-sponza-demo/
Comments URL: https://news.ycombinator.com/item?id=42463525
Points: 45
# Comments: 31

Article URL: https://www.chicagomag.com/chicago-magazine/january-2024/a-knife-forged-in-fire/
Comments URL: https://news.ycombinator.com/item?id=42463295
Points: 22
# Comments: 12
https://www.chicagomag.com/chicago-magazine/january-2024/a-knife-forged-in-fire/

Article URL: https://www.speakandregret.michaelinzlicht.com/p/revisiting-stereotype-threat
Comments URL: https://news.ycombinator.com/item?id=42464138
Points: 24
# Comments: 8
https://www.speakandregret.michaelinzlicht.com/p/revisiting-stereotype-threat

Layer Enhanced Classification (LEC) is a novel technique that outperforms current industry leaders like GPT-4o, LlamaGuards 1 and 8B, and deBERTa v3 Prompt Injection v2 for content safety and prompt injection tasks.
We prove that the intermediate hidden layers in transformers are robust feature extractors for text classification.
On content safety, LEC models achieved a 0.96 F1 score vs GPT-4o's 0.82 and Llama Guard 8B's 0.71.The LEC models were able to outperform the other models with o