Thinking Machines’ Inkling is an open-weights, multimodal MoE LLM with 975B total parameters and 41B active per token. It supports long context (up to 1M tokens), controllable thinking effort, and fine-tuning via Tinker.
A UK Biobank actigraphy study in *SLEEP* found that sleep regularity (consistency of sleep–wake timing) predicted all-cause mortality more strongly than sleep duration. In models that adjusted for many factors and included sleep duration, regularity remained a key signal for mortality risk.
Jurassic Park doesn’t just show computers—it shows an entire early-90s ecosystem: a PowerBook 100 in the trailer, SGI Indigo and Crimson workstations in the Control Room, PLI Mini Arrays for high-throughput storage, and a Motorola Envoy PDA. This deep dive translates the film’s hardware details into what those machines could actually do.
Bonsai 27B is a 27B-class multimodal model announced by PrismML that they claim can run on a phone by using 1-bit or ternary weight formats with group-wise FP16 scaling. The architecture also includes on-device vision support and speculative decoding to make long agentic loops practical without shipping user data to the cloud.
Input lag on Linux isn’t one number; it’s a pipeline from click → CPU/GPU work → compositor/scanout → pixel response. This post explains a click-to-photon way to measure end-to-end latency across X11 vs Wayland, VRR, and DXVK low-latency (enabled via PROTON_DXVK_LOWLATENCY=1).
Codex’s MultiAgentV2 started encrypting sub-agent `message` payloads, storing only ciphertext (`encrypted_content`) and leaving plaintext empty (`content`). That improves privacy, but can erase the readable delegation details in rollout/history, making audits and debugging harder.
Japan-developed hydrometallurgical EV battery recycling reports lithium recovery around 90% by using recovered lithium hydroxide for pH adjustment instead of sodium hydroxide. The approach aims to improve purity, reduce chemical use, and supports higher-efficiency lithium reuse for new battery production.
Build and ship Mac and iOS apps headlessly by using Xcode’s command-line tools (xcodebuild, notarytool, stapler, devicectl) and one-time setup (Developer ID cert + notarization keychain profile). Use XcodeGen to generate projects from YAML and keep signing details out of git.
Apple’s new SpeechAnalyzer (iOS/macOS 26) is benchmarked against Whisper and legacy SFSpeechRecognizer on LibriSpeech. It cuts WER dramatically versus the old engine and also beats Whisper Small on English while running about 3× faster.
Bun’s Zig-to-Rust rewrite turns a language debate into a systems engineering story: memory lifetime bugs, `unsafe` containment, borrow-checker enforcement, Miri/sanitizers, and continuous fuzzing. Amid IPO-era narratives, the technical proof is in how correctness is guarded during a massive automated port.