Nvidia researchers developed dynamic memory sparsification (DMS), a technique that compresses the KV cache in large language models by up to 8x while maintaining reasoning accuracy — and it can be ...
AI agents are powerful, but without a strong control plane and hard guardrails, they’re just one bad decision away from chaos.
AI agents are a risky business. Even when stuck inside the chatbox window, LLMs will make mistakes and behave badly. Once ...
This desktop app for hosting and running LLMs locally is rough in a few spots, but still useful right out of the box.
Print Join the Discussion View in the ACM Digital Library The mathematical reasoning performed by LLMs is fundamentally different from the rule-based symbolic methods in traditional formal reasoning.
CATArena (Code Agent Tournament Arena) is an open-ended environment where LLMs write executable code agents to battle each other and then learn from each other. CATArena is an engineering-level ...
A fully-featured, GUI-powered local LLM Agent sandbox with complete support for the MCP protocol. Empower your Large Language Models (LLMs) with true "Computer Use" capabilities. EdgeBox is a powerful ...
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