Gemma 4 12B: A unified, encoder-free multimodal model

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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.

DaVinci Resolve 21

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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.

ESP32-S31

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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.

Hacking your PC using your speaker without ever touching it

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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 ...

A Post-Quantum Future for Let's Encrypt

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Let's Encrypt is planning to use Merkle Tree Certificates for post-quantum authentication. This approach adds security without slowing down the web.

Meta workers can opt out of being tracked at work up to 30 min

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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.

Show HN: Nutrepedia – nutrition info in 29 locales built with Clojure and Htmx

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Every Byte Matters

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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.

Are You Enjoying Our Linguine? (2025)

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An American family visits a unique gelateria in Rome, where they ask numerous questions about the flavors and ingredients, triggering a sense of curiosity and cultural exchange. The family's slowness and desire to learn about the gelateria's offerings creates a sense of time standing still, as they interact with the worker and other locals.

PlayStation Architecture

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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.

1-Click GitHub Token Stealing via a VSCode Bug

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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.

Show HN: Edsger – A handwritten Clojure REPL for the reMarkable 2

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An actual Clojure REPL running on my reMarkable 2

Nabokov's pale fire: the lost 'father of all hypertext demos'? (2011)

I built a ceiling projection mapping of the planes flying over my house

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Use your Nvidia GPU's VRAM as swap space on Linux

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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.

Piramidal (YC W24) – Software Engineers – NYC Onsite

We're hiring senior software engineers for AI and Neuroscience projects with expertise in Python, Go, Terraform, React, and TypeScript. Ideal candidates have experience with streaming systems, data-intensive UIs, or architecture design.

Show HN: I reverse-engineered the world maps of Test Drive III (1990 DOS game)

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A user reverse engineered Test Drive III maps, reconstructing them with AI after 5 years of work. The maps are stored in a 32x16 grid with 2-byte cells containing tile IDs and rotation/height data.

MAI-Code-1-Flash

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Microsoft introduces MAI-Code-1-Flash, a new coding model for fast and efficient assistance in developer workflows. It outperforms Claude Haiku 4.5 with better price to performance and is now rolling out to GitHub Copilot users in VS Code.

Fluid Simulation for Dummies

In the spring and summer of 2005, I wrote my Master's thesis on high-performance real-time 3D fluid simulation and volumetric rendering. The basics of the fluid simulation that I used are straightforward, but I had a very difficult time understanding it. The available reference materials were all very good, but they were a bit too physics-y and math-y for me. Unable to find something ...

Shopify Is Down

Merchants and customers may experience issues with admins, checkouts, storefronts, and Retail POS. Access to Support is also affected.

Leiden Declaration on Artificial Intelligence and Mathematics

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The Leiden Declaration calls for mathematicians to exercise responsibility in adopting artificial intelligence, ensuring the continued flourishing of the discipline, and preserving traditional values such as transparency, attribution, and peer review. It provides recommendations for individuals, institutions, and industry to promote fair and transparent practices in mathematical research.

32GB of DDR5 now costs $375 – AI shortage continues to squeeze PC building

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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.

The Unreasonable Redundancy of Nature's Protein Folds

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Researchers improved biomolecular modeling by scaling models, compute, and data, but found that natural protein sequences are vast and their folds are more redundant than sequence counts suggest. They developed a scalable clustering algorithm to identify reusable structural neighborhoods and found that natural proteins reuse a relatively small set of fold solutions, suggesting that enzyme ...

Thomas Mann: Goethe Heartened by Panama (As Suez for English, or Danube-Rhine)

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Goethe's life and work embody the values of the German bourgeoisie, including hard work, patience, and a love of order. His art and personality reflect a balance between the bourgeois and the sublime, making him a timeless and universal figure.

Uber to cut 23% of jobs in HR

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Uber is cutting 23% of jobs in its "People and Places" division, affecting less than 1% of its 34,000 employees worldwide. The move aims to streamline the team and maximize effectiveness, with affected employees being informed by newly promoted president Jill Hazelbaker.

AI outperforms law professors in Stanford Law study

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A Stanford study found law professors prefer AI-generated answers to student questions over human-written ones, with AI winning 75% of head-to-head matchups. The study suggests AI can be a valuable tool in legal education, offering high-quality, on-demand support that complements classroom instruction.

U of T researchers demonstrate AI worm could target any online device

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Researchers at the University of Toronto discovered a new cyberthreat that uses free AI models to spread and adapt, targeting all online devices. This threat can seize control of networks and launch sophisticated attacks at virtually no cost, raising concerns about global security.

DIY Bipedal Robot Used Pneumatic "Air-Muscles" Instead of Motors

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Richard Greenhill built a life-size humanoid robot called Shadow Walker in his attic with a group of enthusiasts. The robot, which stood 168 cm tall, used compressed air to move its 28 "air-muscles" and had 12 degrees of freedom, but struggled to walk.

Pluto.jl 1.0 release – reactive notebook for Julia

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Pluto version 1.0 is released, celebrating six years of progress and making scientific computing more accessible and fun. Pluto is an interactive environment for notebook programming in Julia, with features like reproducibility, accessibility, and reactivity.

Roku LT Operating System open source distribution

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Roku LT OS is a lightweight, open-source operating system for embedded systems and automotive engineering. It provides a powerful, predictable framework for high-performance hardware-level development.