How powerful can sparsity be? 8.3B-Parameters Ministry of Education and ~1.5B active paths Deliver service on your phone without impacting latency or memory? Liquid AI has been released LFM2-8B-A1Ba small Mix of Experts (MoE)...
What if you could tune multi-modal retrieval (transaction accuracy, latency, and index size) at serving time by simply selecting the number of learnable meta-tokens to use (e.g., 1→16 for queries, 1→64 for candidates)? Introduction...
long story short: A team of researchers from Stanford University, SambaNova Systems, and UC Berkeley introduced the ACE framework, which improves LLM performance by: Edit and grow input context instead of updating model weights....
The GravaStar Mercury K1 Pro is more than just a keyboard; It’s a functional sculpture that brings a futuristic, mecha-style aesthetic to your desk without skimping on premium functionality. Customize your typing feel in...
Google has open sourced the Model Context Protocol (MCP) server, which exposes read-only access to the Google Ads API for agency and LLM applications. repository googleads/google-ads-mcp Use Python to implement the MCP server. Currently,...
Long story short: The computer usage agent is a VLM-driven UI agent that behaves like a user on unmodified software. baseline at operating system world Started with 12.24% (human 72.36%); Claude Sonnet 4.5 Report...
Long story short: Skala is a deep learning exchange correlation function for Kohn-Sham density functional theory (DFT) that targets hybrid-level accuracy at semi-local cost, reporting MAE ≈ 1.06 kcal/mol on W4-17 (0.85 on a...
Can iterative draft revision solvers that repeatedly update latent scratchpads outperform larger autoregressive LLMs on ARC-AGI? Samsung SAIT (Montreal) released Tiny Recursive Model (TRM)— A two-layer, ~7M parameter recursive reasoner that reports 44.6–45% Test...
What are format display options? When you create a new ad, you may see this above the main text. Let’s talk… how it works Meta is described like this: Combine uploaded media with...
What’s Worth It: Gear Worth Your Money 1. An adaptive gaming suite for everyone Inclusion is one of the biggest wins in 2025. Gaming is now accessible to all types of players through the...