Hierarchical tiling—block, warp, and register—turns GPU memory hierarchy into a performance advantage for GEMM. Here’s how practitioners squeeze more throughput on modern NVIDIA hardware and when to rely on vendor libraries.
CUDA Tiled Matrix Multiply: High-Performance Guide & cuBLAS Tips Read Post »
AI is shifting from target to tool for attackers while cloud-native lifecycles expand the attack surface. Here’s what security leaders need to know—and do—before model compromises scale across critical systems.
AI Model Security Risks: Why We’re at a Hacking Inflection Point Read Post »
AI adoption is moving from edge to mainstream across small businesses and healthcare discovery. Here’s how it’s changing search, care access, team structures, and responsible practices—and what to do next.
Tech and national security have converged as the Pentagon formalizes AI adoption, awards large contracts, and leans on commercial cloud. This shift pulls general‑purpose AI into military pipelines and creates new strategic choices for vendors.
How AI Firms Joined the Pentagon: AI defense partnerships reshape the market Read Post »
NVIDIA cuOpt applies GPU-powered primal heuristics to vehicle routing and related MIP problems, enabling near real-time re-optimization at industrial scale. Here’s how it works and why it matters for logistics and operations.
New research reframes context as training data, letting language models adapt during inference. Techniques like qTTT and TTT-E2E improve long-context recall and complex reasoning while aligning with emerging test-time compute trends.
Test-Time Training for LLMs: qTTT, TTT-E2E & Business Impact Read Post »
