Congrats to the Kaggle Benchmarking Challenge Winners!
A few weeks ago we teamed up with Kaggle to ask a deceptively simple question: how do you actually...
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Android 17 on a 4.9 Kernel: LineageOS 24.0 on the Pixel 3a
The Pixel 3a runs LineageOS 24.0, Android 17, on its original 4.9 kernel with SELinux enforcing and Google apps. One kernel fix, five platform forks and a set of device-tree changes, each traced to a line of a boot log.
Thank you to everyone who pointed out the phishing posts we got yesterday. We're working on improved mechanisms to automatically reject those types of attacks.
A post by Ben Halpern
Crows, Moths, and Makefiles: How 300 Megabytes of Crow DNA Explains Why a 20-Kilobyte Scar File Outsmarts a Terabyte LLM
Why do New Caledonian crows bend wire into hooks with zero training while a trillion-parameter LLM flies straight into the same production bug zapper? How Anthony Zador's Genomic Bottleneck explains what 'instinct' really is in AI coding agents.
Gemma 4 E2B in JAX on One TPU v5e: bf16 or 4-Bit, Python or Rust, and How It Stands Against vLLM
Gemma 4 E2B served three ways on one Cloud TPU v5e chip: a pure-JAX engine in Python, the same graph written in Rust and compiled by the libtpu that JAX loads, and vLLM, all timed by one client. bf16 beats 4-bit in the JAX engine, the Rust engine matches the JAX engine's tokens, and over HTTP it decodes at vLLM's rate with the fastest first token.
Join the Presage SmartSpectra SDK Challenge: $3,000 in Prizes Across 10 Winners!
We're excited to announce our newest challenge with Presage! The Presage SmartSpectra SDK Challenge...