Critical CVE issued for hallucinated SQLite vulnerability

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A GitHub account published 50+ SQLite vulnerability advisories, but JFrog security researchers found that 54 were fabricated and one contained a real bug with unverified metadata. This incident highlights a systemic issue with automated vulnerability ingestion, where plausible-sounding fake advisories can cause organizations to waste time investigating and patching non-existent vulnerabilities.

Devtools must be open source

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Software engineers used to rarely write personal software, but now agents can easily manage customizing software, making it easier to personalize and maintain. Agents can build and manage custom software with minimal programming, allowing for more efficient and flexible use of software.

MiniMax H3 Day-0 Support in ComfyUI: Open Weights, Native Audio, and 2K Video

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MiniMax H3 is a next-generation open-weights video model that generates 2K video with real stereo sound up to 15 seconds. It combines text, images, video, and audio inputs with a prompt to create a single video clip, reducing five tasks into one model.

Don't be a meat proxy

You're frustrated with relying on AI output in conversations and code reviews, feeling it lacks value and understanding. The effort of reading, validating, and writing a response in your own words is what adds value.

Qwen3.8-Max: A New Bar for Coding and Cowork

Qwen Studio offers comprehensive functionality spanning chatbot, image and video understanding, image generation, document processing, web search integration, tool utilization, and artifacts.

AirLLM 70B inference with single 4GB GPU

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AirLLM is a library that reduces inference memory usage for large language models, allowing them to run on a single GPU card without quantization or pruning. It supports various models, including Llama, Qwen, DeepSeek, and more, and can be used with a simple one-line initialization.

Hollywood Stopped Making Movies in Hollywood

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The entertainment industry in Los Angeles has been experiencing a production migration due to rising costs and tax incentives offered by other cities, leading to a decline in physical production in Hollywood. This migration has resulted in a widening gap between where stories are set and where they are filmed, with many productions choosing locations based on financial considerations rather ...

SPF Record Syntax: Mechanisms, Qualifiers, Modifiers, and Macros

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SPF record syntax follows a specific format with three parts: version tag, mechanisms, and modifiers, and one syntax error invalidates the whole record. SPF records must be published as a single TXT record with a maximum of 10 DNS-querying terms and 2 void lookups to avoid PermError.

Bonsai: Janestreet's UI Library

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Bonsai is a UI library for building performant, reactive web applications in OCaml, inspired by Elm. It allows for composable state machines and incremental rendering, making it easy to manage state and UI updates.

Prevent cognitive debt by manually retyping LLM-generated code

The user uses coding assistants to fast-forward through boring parts of projects, but manually types generated code to understand and adapt it, valuing comprehension over productivity. This workflow helps them build a mental model of their codebase and detect potential issues, allowing them to work faster and more efficiently.

Games at the press of a button: The Rip-O-Bot (1989)

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Fukio Mitsuji, a game designer, warned against imitation games in a 1989 column, predicting a future where machines could create passable derivatives. He emphasized the importance of originality, saying "the idea is the one and only, final weapon left to you."

The Abandoned Fish Sauce Terrorizing a Small Canadian Town

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A Canadian town, St. Mary's, has been plagued by a 20-year-old fish sauce stench from abandoned vats, but cleanup efforts have finally begun. The resulting fish sauce, if processed, might have a unique flavor profile due to prolonged fermentation, with notes of rancidity, amines, and possibly sweetness.

Rust project goals: Immobile types and guaranteed destructors

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Rust proposes introducing new traits like Move and Forget to make explicit what operations are possible on a type, allowing types to opt out of being moved or forgotten. This change aims to simplify immovable types and enable safe scoped spawn for async, while eventually deprecating the Pin trait.

What DMARC Protects You From, and What It Does Not

DMARC is a protocol that checks if an email's visible From address matches the domain that authorized the message. It evaluates SPF and DKIM results to determine if the message is genuine.

Walk on Decomposed Subdomains

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The user discusses a novel approach to solving elliptic partial differential equations (PDEs) using grid-free Monte Carlo methods, specifically the Walk on Spheres (WoS) algorithm, and proposes a way to connect it with deterministic grid-based solvers to leverage their nice properties. The approach involves decomposing the domain into smaller subdomains, precomputing solution operators, and ...

Show HN: Nightcrawler – A local AI pentesting agent running on a smartphone

https://opengraph.githubassets.com/900887719e4b9d96b5df78ad5b7b8dc1db54fe183ed58836d431d1f2f9054ce3/garagehq/nightcrawler
Nightcrawler is a smartphone-based penetration testing agent that automates network discovery, vulnerability scanning, and reporting without cloud connectivity. It uses a 1.2 billion parameter AI model to decide its actions and can even crack WPA2 networks if dropped without WiFi.

Train Simulator Controller

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The user has been building a physical train simulator in their apartment, modeled on the UK Class 80x passenger train, and has made significant progress on various aspects of the project, including a headlight control panel and sheet metal panels. They have also interfaced with Train Simulator and are working on integrating more realistic AWS sunflowers and warning horns into their setup.

Octane – React's programming model, compiled

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Octane is a performance-first framework that compiles ahead of time, eliminating virtual DOM and dependency arrays. It allows for seamless migration from React, keeping components as plain functions with hooks and context.

Flock's CEO Faced Me After Its Cameras Led to My Wrongful Stop

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Garrett: if we had state-by-state regulation on this type of technology, it would be unacceptable. he says ncic is one of the only systems that has auditing and has abnormal behavior detection - a big problem in law enforcement, garrett says... but we don't have to do that. joel: you're helping the police, but you are the custodian, and that's their choice. we need to make sure we

Andy Pavlo Joins ClickHouse to Establish ClickHouse Labs

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I'm joining ClickHouse to lead ClickHouse Labs, a research team focused on advancing database technology. Our goal is to conduct impactful research and transform ideas into technology that benefits users, building on ClickHouse's strong foundation and exploring emerging AI and agentic technologies.

Show HN: Isopolis – Isometric pixel map of SF

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San Francisco as one giant isometric pixel painting — the city's real 3D geometry redrawn tile by tile by a fine-tuned image model.

TSA Privatization Returns Airport Security to a Dangerous Past

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The Trump administration wants to privatize airport security, allowing private contractors to handle screening at 220 airports, including three in South Carolina, Iowa, and Florida. This move is opposed by TSA workers and flight attendants who fear it will endanger workers and passengers.

The Future, Made in China

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Kai-Fu Lee, CEO of 01.AI, predicts a "new world order" with China's technological advancements tilting the global economy and geopolitics in its favor. China's leaders believe technology can help the state overcome human disorder and strengthen autocracies.

Finding zombies in our systems: A real-world story of CPU bottlenecks

The true power of regular expressions (2012)

Regular expressions can match more than just regular languages, they can also match context-free languages, which include well-formed HTML, and some context-sensitive languages, but it's unknown whether they can match all context-sensitive languages. Regular expressions with backreferences are NP-complete, meaning they can solve any other NP problem, but it's generally not recommended to use ...

Show HN: We Fixed UniFi's Slow PPPoE Performance with PPPoE Half-Bridge

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ArcBox Labs' office had a 5 Gbps PPPoE connection behind a UniFi gateway but couldn't reach that speed due to the lack of PPPoE hardware acceleration in most UniFi gateways. To solve this issue, they implemented a PPPoE half-bridge acceleration using OpenWrt, which offloads PPPoE dialing to a dedicated device and hands the public IPv4 to the UniFi gateway via DHCP.

Characterizing Warp Divergence from Pascal to Blackwell

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Researchers tested NVIDIA GPU behavior with divergent paths, finding linear serialization cost and no super-linear reconvergence penalty across Ampere, Hopper, and Blackwell GPUs. The cost model predates Independent Thread Scheduling and remains stable despite changes in compiler-emitted reconvergence machinery and ISA evolution.

Why we write our own C and C++ inference engines

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LocalAI's C++ ports of certain models offer significant footprint savings and comparable performance to their Python counterparts. These ports, such as vllm.cpp and depth-anything.cpp, achieve parity with the original models in terms of output and throughput.

9front "This Was Supposed to Be Fun" Released

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Multiple installation media are provided for various devices including PC, Raspberry Pi, and MNT Reform. Updates include bug fixes and new features for kernel, audio, and file systems.

Situational Awareness and the Impending Stock Market Volatility

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Situational Awareness's asset price fluctuations are a result of market forces driving AI-related stocks up and down due to over-leveraging and over-concentration. This volatility is expected to continue as AI assets appreciate in value, driven by reflexivity, leverage, and fear of wealth loss.