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Google Research publishes 400+ papers a year, yet the same page hands out free models, datasets and APIs most developers never open. Here is what you can build.
India's Vaani speech corpus has grown to 105 languages and about 31,000 hours on Hugging Face, yet gated access and messy dialect data keep it underused.
NVIDIA split agent safety into two layers: OpenShell sandboxes the agent, Sentry watches it from BlueField-4 silicon. The split is the actual idea.
The Netherlands is testing Linux workstations, the EU is buying sovereign cloud, China is pulling a custom Windows 10 early. Replacing Windows is the easy part.
AWS's Strands team shipped a batteries-included agent harness that reports 28% lower token cost than Claude Code and Codex at near-equal accuracy.
ServiceNow turns a 15B reasoning model into a Mamba hybrid at 2.1x throughput. The interesting part is how they chose the distillation data.
Malaysia spent two years building AI infrastructure on foreign silicon. Now sovereignty is no longer academic — it is a procurement decision with a deadline.
Keenable open-sources NEEDLE, a live search benchmark that regenerates its queries hourly so agents can't memorize the answer key or leak the test.
VideoLAN's VLC has passed 7 billion downloads across all platforms, 18 months after crossing 6 billion. Here's why an offline, free player still wins.
Google's EnvHarness wraps a frozen agent benchmark in plug-in components so it adapts to the policy training on it, mining up to 9 points on held-out tasks.
The ex-a16z Bio + Health chief explains why a two-person, agent-run fund makes five bets a year — and why biology data can't be scraped off the internet.
The ggml.ai team behind llama.cpp joins Hugging Face. The runtime stays 100% open source, and the transformers-to-GGUF bridge is about to get much shorter.