Gemma 4 12B is a mid-sized model with native audio inputs, offering powerful multimodal capabilities in a reduced memory footprint. It achieves this through a streamlined architecture that integrates audio and vision input directly into the LLM backbone.
I was diagnosed with anti-NMDA receptor encephalitis, an autoimmune disorder causing brain inflammation. Early treatment with IVIG and steroids helped me recover from severe symptoms including psychosis and suicidal ideation.
ESP32-S31 is a versatile SoC with wireless and wired connectivity, dual-core RISC-V microcontroller, and robust security features. It supports various protocols, interfaces, and multimedia capabilities for IoT applications, smart displays, and voice-enabled devices.
DaVinci Resolve is a powerful video editing software that supports Mac, Windows, and Linux, with features like AI region tracking and HDR grading. It offers various hardware panels for color correction, audio editing, and mixing.
Shalin and Kanyes, founders of Hyper, created a shared "company brain" that plugs into company info to make AI agents better. Hyper ingests company data, synthesizes it into a knowledge graph, and increases AI efficiency, saving time.
Gooey-based claude client using the zig 0.16 std. background tasks never touch ui state directly — they only push typed results. support column resizing, sorting, and selection. ideal for chat messages or expandable rows. set the active theme before rendering: set a light/dark pair of theme values and swap between them the same way as the built-ins. if you want to use
The user discovered vulnerabilities in the Creative Sound Blaster Katana V2X firmware that allow an attacker to turn the speaker into a covert spying tool or Rubber Ducky without pairing or physical access. The user found that the speaker's Bluetooth connection can be exploited to send CTP commands, and they created a custom firmware that turns the speaker into a keyboard, allowing remote ...
Skyvern is an open-source AI agent that automates browser tasks, seeking a content creator to build its social presence and engage with the AI community. The ideal candidate has a technical background, can explain complex products, and is comfortable on camera.
The code and ideas that i'm going to present are based on jos stam&# 39;s paper. a simple solution is to set each corner cell equal to the average of its three neighbors - this counteracts the motion of the fluid which would take it through the wall if it were to move through it. to make sure that fluid is incompressible, we need to satisfy the non-diverg
Uber limits AI tool spending to $1,500 per month per employee to manage costs. This policy applies to tools like Claude Code and Cursor, hinting at a real dollar value for Uber's AI usage.
Meta is scaling back its plan to track employees' computer activity after backlash from staff. Employees can now opt out of tracking for up to 30 minutes at a time or request exemptions.
Understanding cache line and page sizes is crucial for optimizing performance in Java. Keeping a tight control on working set size can drastically affect time for random access patterns.
Apple's MacBook Neo has exceeded expectations with strong demand, leading to a doubling of production to 10 million units in 2026. The laptop's success has driven a record number of first-time Mac buyers and is seen as a major growth opportunity for Apple.
Playing the trombone involves controlling pitch through a continuous slide and embouchure adjustments to access different partials and overtones, allowing for subtle pitch adjustments during play. The trombone's unique tuning system, based on just intonation, allows for micro-adjustments to be made while playing, enabling a more nuanced and expressive sound.
Sony designed the PlayStation's CPU, a MIPS R3000A-based chip, to be simple and practical, but this simplicity came at a cost. The CPU lacks a Floating-Point Unit (FPU) and has a pipelined design that requires manual filling of delay slots to mitigate pipeline hazards.
rscrypto is a single Rust dependency for cryptography, providing primitives like RSA, Ed25519, X25519, AEADs, hashes, and KDFs. It supports no_std, WASM, and hardware acceleration.
An attacker can steal a GitHub token by exploiting a vulnerability in VSCode's webviews, allowing them to install malicious extensions and gain full code execution. The attack involves creating a Jupyter notebook with a payload that installs a local workspace extension, which can then be used to steal the token.
Mathematicians are warning that unchecked AI automation threatens the field's values and integrity. They call for responsible AI use in a public declaration, urging support for human creativity and understanding in mathematics.
RAM prices have skyrocketed due to AI demands, with 32GB DDR5 RAM now costing $375 and 64GB reaching $679.99. PC builders face enormous pricing pressure as popular kits and upgrades exceed $400, with no sign of prices letting up.
Angular version 22 is released with several new features including Signal Forms, Angular Aria, and Asynchronous Reactivity APIs, which are now production-ready. The release also includes improvements to the Angular router, memory management, and template authoring, as well as new features like @boundary for error boundaries and inline functions in templates.
Turkey's hair-transplant industry has grown into a multibillion-dollar empire due to its unique blend of Anatolian craftsmanship, engineering, and medical expertise. The country's success is threatened by unlicensed clinics, digital-marketing agencies, and the loss of global reputation, but innovation and expertise remain key to its success.
Canadian scientists have made a significant advance in understanding the mechanisms that enable embryos to properly form their limbs, thanks to new research led by Université de Montréal medical professor Marie Kmita at the Montreal Clinical Research Institute (IRCM). In findings published in the journal PNAS, Kmita and her team highlight the crucial role of certain molecular systems that act ...
This article was featured in One Great Story, New York’s reading recommendation newsletter. Sign up here to get it nightly. One weekday in the summer of 2021, Christopher Pence entered his home office in Cedar City, Utah, and plugged a USB stick into his computer. He booted up Tails, an operating system designed to optimize privacy, and used it to access the dark web — a marketplace teeming ...
A daemon allocates VRAM as a block device using the NBD protocol, exposing it as a swap device to the kernel. This approach sidesteps NVIDIA driver limitations and provides a swap solution with lower latency than NVMe.