probably the best reward function for reasoning efficiency i've seen
AGENTS
-
Improved AI news from X via agent feedback and algorithms
By
–
Much improved AI news from X: https://
alignednews.com/ai My agents have been busy reading all of you. And I've been busy yelling at them to do better. Well, OK, showing them tons of stuff they missed and building new algorithms to find better stuff. Someone told me "when you have -
The 7 AI Agent Guardrails Every Business Needs Before Things Go Wrong
By
–
The 7 AI Agent Guardrails Every Business Needs Before Things Go Wrong #AI #agents promise to #automate work, make decisions and transform business operations, but giving machines more #autonomy also creates new risks. From access controls and #audit trails to escalation paths
-
New Codex plugins turn it into role specialists instantly
By
–
We’re making Codex more useful for your work by expanding plugins beyond individual tools. These plugins turn Codex into a specialist for a specific role with a single install, no coding required. Codex can access 62 popular apps and 110 skills for work across sales, data
-
Claude Code creates snake game where snake becomes self-aware
By
–
Had Claude Code build a snake game where the snake becomes aware it is in the game and then… stuff happens. Some impressive creative decisions by the AI (& also some very AI ones), I just gave a first prompt and some feedback on the game as it went. https://
snake-awakening.netlify.app -
Agent labs need internal and external routers, congrats matanSF
By
–
imo every agent lab needs to also build a router internally/externally. no two ways about it. grats to @matanSF for getting there
-
14 RTX 3090s running 42 parallel agents at full 256k context
By
–
14x RTX 3090s + Qwen 3.6 27B Running 42 agents IN PARALLEL at full 256k context – exl3 6bpw
– fp8 KV Cache
– Aphrodite Inference Engine w/ tp=2, pp=7 The world of agents will run locally btw -
AI Reformulators vs Agent Approach: Research, Reasoning, Verification
By
–
La plupart des outils de rédaction IA ne sont finalement que des reformulateurs améliorés.
— Jouhatsu | AI Influence Operator (@Jouhatsu_ai) 3 juin 2026
Ce qui a retenu mon attention ici, c'est l'approche orientée agent :
recherche → raisonnement → vérification des faits → rédaction
C'est une direction bien plus intéressante pour la… https://t.co/BwEOotr8DuMost AI writing tools are ultimately just improved reformulators. What caught my attention here is the agent-oriented approach: research → reasoning → fact-checking → writing. It's a much more interesting direction for the
-
NVIDIA and Microsoft partner for secure user-controlled AI on Windows
By
–
We are partnering with @Microsoft to enable secure, user-controlled AI on Windows. NVIDIA OpenShell runtime for agents will provide governance tools, policy enforcement, and smart local-to-cloud query routing. Learn more: https://
nvda.ws/4uKWxaB -
GitHub’s Agent Era: AI agents drive evolution beyond code hosting
By
–
🆕GitHub's Agent Era: 14x commits, 200M developers, Copilot’s next act https://t.co/4JxxgKmJOi@github COO @kdaigle explains why AI agents are forcing GitHub to evolve beyond code hosting, how Copilot is moving from autocomplete to CLI, desktop, cloud agents, and ambient… pic.twitter.com/B3afrwBuaG
— Latent.Space (@latentspacepod) 3 juin 2026GitHub's Agent Era: 14x commits, 200M developers, Copilot’s next act https://
latent.space/p/github @github COO @kdaigle explains why AI agents are forcing GitHub to evolve beyond code hosting, how Copilot is moving from autocomplete to CLI, desktop, cloud agents, and ambient