Forget the KV-Cache: AURA Introduces Action-Gated Memory for Embodied AI
AURA replaces the KV-cache with action-gated memory, cutting writes 30x and keeping VRAM constant regardless of episode length in embodied A...
Browse every post or search by title and content.
AURA replaces the KV-cache with action-gated memory, cutting writes 30x and keeping VRAM constant regardless of episode length in embodied A...
HuggingFace launches Holo3.1, a local computer use agent running on consumer GPUs. It achieves 63% on WebArena at sub-500ms latency, rivalin...
Vercel now lets devs edit Git settings for all projects in a monorepo at once, ending project-by-project configuration. Great for AI teams m...
New Arxiv paper proposes ‘Deliberative Curation’ to solve multi-agent knowledge base chaos, addressing statelessness, homogeneity, and sycop...
At Microsoft Build 2026, GitHub launched the Copilot app as an agent-native desktop experience that autonomously manages development tasks a...
Vercel's Chat SDK now supports Lark and Feishu with a WebSocket adapter, enabling enterprise AI bots without HTTP endpoints. Developers can ...
The Consilium Protocol uses Byzantine Fault Tolerance and finance-derived validation to treat AI disagreements as signal, not error. It assi...
Vercel Blob now defaults to OIDC authentication, eliminating long-lived tokens. Short-lived, auto-rotating credentials improve security for ...
A new position paper identifies the 'post-solve robustness gap' in MILP decision engines, warning that nominally optimal AI plans fail under...
Alibaba's Qwen 3.7 Plus unifies vision and language into a single agent model, now available on Vercel AI Gateway for developers to build mu...
Vercel's Elastic Build Machines now auto-scale memory tiers in real-time to prevent out-of-memory failures, saving developers time and compu...
Getting a 529 overloaded_error from the Claude API means Anthropic's servers are temporarily at capacity — not that you've hit your rate lim...