Results for “agents”

…in to guide things. You can see swarms of humans and swarms of agents all working together in God’s given orchestration interface: chat. Put another way, it is now time to layer a customer organization’s social graph and work graph onto…

…pages for both 1.8B and 20B versions. Theme 2. Advanced AI Agents with Desktop Control Giving Llama its own Windows instance (Score: 52, Comments: 24): LLaMA, a large language model, was given control over a Windows instance with access to …

…because outputs can be checked, debated, and extended. Agents, Harnesses, and Developer Tooling: Codex, Gemini, Devin, and Agent InfrastructureHarnesses are still a major source of capability gains: @lvwerra released physics-intern, a…

…OpenAI's CriticGPT Release Stable Release of Embodied Agents Toolkit Open Source OCR for Kazakh Language Blog on Reinforcement Learning Specialization Zero-Shot Generating Spatial Sound from Images OpenAI Unveils CriticGPT: A user shared a …

…on one trajectory (test time compute) or spread across parallel agents (parallel test time compute). Pretraining also supplies knowledge that a human researcher would have to locate or reconstruct. No individual expert is aware of every…

…along with tutorials on building AI apps and plan-and-execute agents. Photonics and NVIDIA Advances: Discussions around a new photonics chip that's 1000x faster than traditional chips and NVIDIA's H100 GPU paired with ARM-based CPUs drawing…

…Speculative Decoding, vLLM scaling, and kernel-generation agentsSpeculative Speculative Decoding (SSD): Tanishq Kumar introduces SSD, claiming up to 2× faster than leading inference engines (vLLM, SGLang), collaborating with Tri Dao and…

…memorization in LLMs, and a tree search algorithm for LM agents to improve inference-time exploration.

…focused on ARC-AGI-3’s efficiency-based scoring, which compares agents against the second-best human action count and heavily penalizes extra steps. @scaling01 argued this makes the headline “<1%” difficult to compare with prior ARC…

…models, post-transformers, synthetic data, smol models, and agents. Twitter recaps feature proposals for benchmarks measuring LLM calibration and confidence in falsehoods, and the debut of QVQ outperforming GPT-4o and Claude 3.5 Sonnet.…

…as a major jump in software engineering and long-horizon agents, citing SWE-bench Pro 57.2, Claw-Eval 63.8, and τ3-Bench 72.9, with claims of 1,000+ autonomous tool calls. The non-Pro model adds native omnimodality and a 1M-token context…

…it with LangGraph and aiding in the creation of AI research agents. It includes practical debugging and optimization tips, ensuring a smoother implementation experience. LlamaCloud's Financial Data Superpower: In a recent demo, the team…