The SHARP model requires sufficient disk space and RAM, so it uses the hosted model by default. Uploading the ONNX file directly may not work due to the separate .onnx.data sidecar.
Rust is a viable choice for microcontroller firmware development due to its comparable memory footprint and execution speed to C. Rust's Ariel OS provides a portable system runtime with a smaller footprint than traditional bare-metal C stacks.
Stanford Medicine research found individual brain patterns differ from group averages in children's brain scans. Analyzing individual brains provides insights into cognitive differences and may help develop better therapies for conditions like ADHD.
Ian Duncan, a Mercury engineer, discusses how Haskell helps maintain a large and complex codebase by encoding operational knowledge into types, making the safe path easy and the wrong thing difficult. He shares lessons learned from Mercury's experience with Haskell, including the importance of containing mutation, encoding incantations in types, and using durable execution frameworks like ...
Ladybird browser made significant improvements in April, including faster JS-to-JS calls, improved HTML parsing, and enhanced UI features. The browser also fixed various bugs and added new features, such as a new Linux frontend, improved caching, and better performance on various websites.
Utilyze measures GPU efficiency by reading performance counters directly. It provides an estimate of how far you can push utilization given a workload, model, and hardware.
The author spent six years developing a custom mapping experience for the Apple Watch, culminating in Pedometer++ 8's watchOS mapping support.
Anubis is a server protection system using Proof-of-Work to prevent aggressive AI scraping. It requires modern JavaScript features, so disable JShelter or similar plugins for this domain.
Europe’s Copernicus Sentinel-1 radar mission is now operating at full capacity. The fourth and final satellite in the constellation, Sentinel-1D, has completed its in-orbit commissioning phase and entered full operational service, closing a chapter that began when Sentinel-1A launched in 2014. That first satellite did more than begin a mission. It launched Copernicus itself, the Earth ...
The Windows Insider Program is improving with more transparency, control, and fewer disruptions, including changes to the navigation, Feedback Hub, and Windows Update. New features and improvements are being rolled out, such as unified updates, improved pause controls, and reduced AI presence, with a focus on performance, reliability, and user experience.
Users can opt out of telemetry data collection by setting a standard environment variable. This variable should be checked by tools that collect telemetry or make non-essential network requests.
Neanderthals in central Germany 125,000 years ago extracted fat from bones by crushing and heating them, indicating complex resource management. This discovery pushes back the timeline for this behavior by tens of thousands of years, showing Neanderthals were adaptable and efficient in their food strategies.
A critical soundness vulnerability was found in dusk-plonk, a PLONK implementation powering Dusk Network's ~$60M market cap. The vulnerability allowed a malicious prover to forge verifying proofs for arbitrary false statements, bypassing every constraint in the transaction circuit.
A hotel in Choshi, Chiba Prefecture, has remained closed since late 2025 due to an investigation into its operator's business model, which allegedly ties visa acquisition for Chinese investors to facility purchases. At least 24 facilities acquired by the operator are now shut or out of business.
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Global battery demand is surging, with 14 million end-of-life batteries expected by 2040. Europe is positioning itself to lead the circular battery economy with innovation and policy support.
This tool manages systemd services with features like log viewing, service listing, and lifecycle control. It supports Vim-like navigation and contributions are welcome for improvements and bug fixes.
The user created Acai.sh, a tool for writing and tracking feature specs, to improve software development and collaboration. It uses a feature.yaml format and ACIDs (Acceptance Criteria IDs) to reference requirements in code and tests.
User is trying to apply a suggestion to a GitHub conversation but is encountering various errors such as no code changes, deleted lines, and pull request queue. The suggestion cannot be applied at this time due to these restrictions.
The agent harness runs outside the sandbox for multi-user agents, allowing shared skills and memories in a database, and uses virtualization to route tool calls to the sandbox or database. This approach keeps the API surface the same as the model was trained on and avoids the need for custom tools like memory_read.
Researchers at Google, UC Berkeley, and other institutions created a quantum circuit that can factor 256-bit elliptic-curve signatures using fewer qubits and gates than previous methods. They published a zero-knowledge proof that they know the circuit, but not the actual circuit itself.
Clojurists Together is funding 5 projects in Q2 2026, including improvements to Malli, SciNoj, Clojure LLM, Gloat, and PluMCP. These projects aim to enhance performance, usability, and functionality in various areas such as data analysis, AI, and native compilation for Clojure.
A macOS VM on a Mac mini M4 Pro with macOS 26.4.1 runs at 98% of host speed, with GPU performance at 95%. A MacBook Neo can run a usable macOS VM with 2 virtual cores and 4 GB of memory.
The internet stack's lower layers don't guarantee delivery, allowing simpler protocols like TCP to restart communication when it fails. Machine learning models can also make probabilistic guesses to solve complex problems, allowing for flexibility and better performance.
A daily update captures Hacker News comments on AI-assisted coding models, selecting relevant posts and analyzing sentiment with Gemini. Results are logged to a Google Sheet for auditing and debugging.
Easel's new custom-built physics engine supports large worlds by only snapshotting and rolling back changed objects. This allows for more complex games with thousands of objects.
We’re all coding with agents now, but delivering high quality software at 10x velocity remains an open problem. Code review bots are an important start, but a lot of bugs are still landing in production. Even top products are accumulating a layer of low-grade brokenness.1 We need new ways to make products secure and high quality. The hard part about building a bug scanner is that any ...
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I use a MacBook Pro with a Studio Display, connecting via a braided cable that handles video, power, and other Display connections. The cable's speed is limited by the port type, not the cable itself, so I recommend using a Thunderbolt 5 cable for faster speeds.
DeepSeek released V4 series models, DeepSeek-V4-Pro and DeepSeek-V4-Flash, with 1 million token context Mixture of Experts. They are priced at $0.14/million tokens input and $0.28/million tokens output for Flash, and $1.74/million input and $3.48/million output for Pro.