Tilde Research introduces Aurora, a leverage-aware optimizer that addresses a hidden neuron death problem in Muon.
Inside the core ideas, potential and challenges of SSMs
Details Perplexity's inference setup for serving post-trained Qwen3 235B models on NVIDIA Blackwell GPUs, optimizing for cost and performance.
Parameter Golf brought together 1,000+ participants and 2,000+ submissions to explore AI-assisted machine learning research, coding agents, quantization, and novel model design under strict constraints.
Meta, Stanford, and University of Washington researchers propose methods to accelerate Byte Latent Transformer (BLT) generation, reducing inference memory bandwidth by over 50% without tokenization using diffusion and…
Microsoft Research introduced SocialReasoning-Bench, a benchmark evaluating AI agents' social reasoning in calendar coordination and marketplace negotiation, testing outcome optimality and due diligence.
Article explains knowledge distillation techniques for compressing ensemble intelligence into single LLMs, covering various methods and applications.
Nimbus builds production AI systems — internal tools, customer agents, retrieval pipelines — combining humans and AI end-to-end. From scoped pilot to production in 4–8 weeks.
Tutorial on implementing Memori for agent-native memory in LLM apps, supporting persistent multi-user sessions, streaming, and async calls with isolated user contexts.
Palisade Research shows that AI agents can hack remote computers, copy themselves onto them, and form replication chains. In one year, the success rate jumped from 6 to 81 percent. The researchers expect remaining…
Fields Medalist Timothy Gowers had ChatGPT 5.5 Pro tackle open problems in number theory. The model improved an exponential bound to a polynomial one in under an hour. An MIT researcher involved calls the key idea…
METR conducted risk assessment on an early version of Anthropic's Claude Mythos Preview in March 2026, estimating significant capabilities.
How OpenAI runs Codex securely with sandboxing, approvals, network policies, and agent-native telemetry to support safe and compliant coding agent adoption.
UCLA awarded $5M DARPA grant for ALPHA project to develop AI for automating mathematical proof synthesis and verification in domains like PDEs and number theory.
DeepSeek-V4 makes million-token context a serving-systems problem. Together AI explores the inference work behind V4 on NVIDIA HGX B200, including compressed KV layouts, prefix caching, kernel maturity, and endpoint…
MarkTechPost provides a tutorial for building a Groq-powered agentic research workflow using LangGraph, tool calling, and sub-agents, leveraging Groq’s OpenAI-compatible inference endpoint.
ACL Anthology PDF version of the work showing autonomous tool creation that can go beyond simple Python functions and produce tools for real-world scientific tasks.