The baffling intelligence of a single cell (2024)

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E. coli uses chemotaxis to navigate its environment by sensing chemicals and adjusting its movement accordingly, a process that involves complex signaling pathways and molecular interactions. This phenomenon is considered a fundamental example of biological intelligence, as it allows the cell to adapt and respond to changing conditions without a centralized nervous system or brain.
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Large language models are shifting towards professional collaboration, requiring models to digest fragmented source files and structure specialized knowledge into cohesive analysis. GLM-Legal achieved a 19.2% all-pass rate on Harvey LAB while matching frontier closed-source models in complex execution, legal reasoning, and real-world drafting.

Where is all the new, good software?

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AI is improving software quality, but its adoption is limited due to various factors. Many people don't adopt new software often, and businesses' processes haven't been accelerated with AI yet.

Intel D270 GPU AI Accelerator–Up to 480 GB LPDDR5X

You don't have permission to access "http://www.intel.com/content/www/us/en/products/details/discrete-gpus/data-center-gpu/d-series.html" on this server.

Hackers activate automatic defrosting in supermarket fridges across Europe

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Several European supermarkets have been hit by a cyberattack disrupting refrigeration control systems and electronic shelf labels, causing losses of up to several million euros. The attack has affected major retailers including Intermarché, Leclerc, Coopérative U, Albert Heijn and Delhaize in France and the Netherlands.

A Modern Web App in C

CGI is a simple, language-agnostic interface to web development that doesn't require learning a framework or API. It's a straightforward way to run business logic directly from a single web server, making debugging and maintenance easier.

Document Review with Unsiloed and TypeSafe Jev

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← Back to Blog An extraction pipeline can read a value correctly and still pass bad data downstream. A clearly printed extra zero survives excellent optical character recognition (OCR). Using Unsiloed and TypeSafe’s Jev together helps us check for OCR failures and general mistakes in a document. Unsiloed extracts structured fields and locates them on the page. Jev judges the extracted ...

Who is vfmaddrnd231pd?

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The vfmaddrnd231pd instruction is a proposed FMA instruction that allows controllable rounding, but it does not exist in the Intel Software Development Manual or on supported CPUs. The instruction was likely removed due to an issue with its implementation.

Janas: Run LLMs larger than RAM by streaming experts from SSD

https://opengraph.githubassets.com/50c04c0a0a71e121206c0d33345bc5d8390e52033e9aa3601a3a57fc47a133f5/prabanta-dev/janas
Janas-LLM outperformed llama.cpp on various models, with the exception of Qwen3-30B-A3B which reads prompts slower due to GPU limitations. Janas measures model performance in a chat-like environment with drafts and prediction blocks.

Making big downloads resumable in Firefox

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Firefox 28 and newer versions have a network timeout issue that interferes with resumable downloads, but setting the timeout to 0 resolves this. This workaround assumes server support for resumable downloads and may not be applicable in all cases.

Turn a WiFi 7 Router into a 320Msps Software Defined Radio Receiver

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A custom firmware turns a Gemtek W1700K Wi-Fi 7 router into a wideband software-defined receiver, capturing raw IQ data at up to 320 Msps. The setup requires a W1700K, USB serial adapter, Ethernet cable, and a host with specific network configuration for streaming the received data.

AI is a tool and using it well takes skill

The author disagrees with Rich Hickey's view that LLMs are automation, not tools, arguing that they can be wielded by humans and require skill to use effectively. The distinction between tools and automation is false, as automation can be a feature of a tool.

A look at the math that OpenAI claims computes faster Fourier transforms

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OpenAI claims to have a faster Fourier transform algorithm, but its speedup is only significant for extremely large inputs due to an absurd model of computation. The actual running time is still much slower than the Cooley-Tukey algorithm.

Launch HN: Agent37 (YC F26) – Low-cost agent sandboxes for running agents

Sorry

Auto Research: Integer multiplication below n log n

An autonomous research run is initiated on the given GitHub repository to improve the conditional integer-multiplication exponent saving kappa, aiming for a genuine and reproducible improvement in T(n) = O(n (log n)^(1-kappa)). The strongest comparable witness will be identified and reproduced before attempting any improvements.

Citroen revives the 2CV for an electric age

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Citroen revives its 2CV brand to boost sales of electric cars, unveiling a retro-styled city runabout. The new model is expected to go on sale by 2028 and will be priced around £13,000.

AI models can provably hide arbitrary capabilities

https://arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png
Researchers demonstrate that hidden capabilities in models cannot be reliably elicited under adversarial conditions, even with full access to model weights. This limits the effectiveness of capability evaluations and highlights a need for more robust defenses against backdoor attacks.

Writing a Demoscene Intro for the ZX Spectrum

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The author, a retro computing enthusiast, has finally created a hand-rolled demoscene intro for the ZX Spectrum using Sinclair BASIC and Z80 assembly. The 10287-byte code features smooth scrolltext, bouncing VU meters, and a parallax starfield.

Solar panels that plug into your wall

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California and nine other US states have passed laws making it easier to install balcony-friendly solar panels, reducing costs and environmental impact. Plug-in solar systems can save homeowners up to $300 per year on electricity bills.

Phreak.ing – Internet Phone Switch

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blocked extensions can't call, text or ring you into a conference. blocked extensions and IRC nicks are hidden from your #phreak. This is an anonymous PBX, we do not keep logs & we do not want your personal information. Do not use your real phone number for signup. Extensions can be any 3-10 digit number.

Show HN: An experimental pattern-first DAW that supports MCP

https://raw.githubusercontent.com/andrewfader/blokkily/main/docs/images/blokkily-session.png
Blokkily is an experimental pattern-first DAW that uses a single event model to drive three synchronized editors. The software features a framework-independent musical model and real-time plugin boundary, allowing for seamless integration of CLAP and VST3 plugins.

Show HN: SolidCraft – Open-Source Parametric CAD in Rust (With MCP Support)

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SolidCraft is a parametric CAD software that allows users to sketch, constrain, and build solids with a timeline feature. It supports various features like extrude, revolve, sweep, loft, fillet/chamfer and shell.

Kevin Kelly's 2016 AI Predictions, 10 Years Later

https://i.lede.me/?title=Kevin+Kelly%27s+2016+AI+Predictions%2C+10+Years+Later&lede=Kelly+predicted+AI+heavyweights+while+advocating+for+a+future+of+open+weights&author=taylor.town&date=2026.10.12
The author reflects on a 2002 conversation with Larry Page, Google's cofounder, who said "we're really making an AI." The author believes that Google is using its search engine to train its AI, rather than the other way around.

The Making Of Super Mario 64 – full Giles Goddard interview (2001)

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Giles Goddard, a Nintendo coder, discusses the making of Super Mario 64, revealing that it was initially designed for the SGI Onyx emulator and had a small team of around 15 people. The game's camera system was revolutionary at the time and took thousands of different systems to perfect.

Codex CLI installs a persistent, self-updating background daemon by default

https://opengraph.githubassets.com/21a29be7dd3bbd95dedeb9d7be5024a0d368ea8b4d2854f143378a009f670763/openai/codex/issues/48195
The codex app-server daemon is proposed to be an opt-in feature that starts a persistent background process, allowing for updates and decoupling the backend version from the CLI version. The daemon will run in its own session with no TTY and keep running after Codex window closure until stopped or rebooted.

Show HN: Brickbrag – A multiplayer brick-building world in the browser

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A virtual town made of colorful bricks offers various activities, including racing, flying, and building homes. Residents can socialize online and customize their surroundings with endless brick combinations.

Muse Wonder

https://research.meta.ai/articles/introducing-muse-wonder/social/muse-wonder-social-v1.webp
Meta has released Muse Wonder and Muse Wonder Full, its most capable models yet, trained on a gigawatt-scale data center to deliver frontier capabilities for complex tasks. These models achieve state-of-the-art results across key benchmarks for personal and professional agents, memory, and coding.

Show HN: Atticus – Hold-to-talk voice assistant for macOS that runs on Claude -p

https://raw.githubusercontent.com/SaarthurR/atticus-mac/main/docs/demo.gif
Atticus is a free, open-source app that uses AI to automate tasks on Macs, learning shortcuts and remembering users. It runs on the Claude Pro or Max plan without an API key, using 0.14¢ of plan usage per ask.

I Found a $90k Remote Code Execution Vulnerability in Google

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The author discovered a vulnerability in Google's OAuth flow where a client secret was leaked in a cookie, allowing an attacker to forge valid sessions. To fix this, each deployment should use its own high-entropy Flask SECRET_KEY and store the OAuth flow object on the server.

Denmark set to allow return of 'physical force' in school

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