Japan develops a method to recover up to 90% of lithium from used EV batteries

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Japanese scientists developed a 90% lithium recovery method from EV batteries using lithium hydroxide, surpassing traditional 50% rates and cutting emissions by 40%. This innovation could reduce Japan's mineral imports, stabilize supply chains, and scale globally by 2035, despite current low recycling rates needing improvement.

Alternative(s) to run CUDA on non-Nvidia hardware

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YouTrackDB is a general-use object-oriented graph database

https://opengraph.githubassets.com/6f044f0763da6aee0306a41b8a7568d7344ebb706f5b25903cd1b09a6dbdb968/JetBrains/youtrackdb
YouTrackDB, a JetBrains-developed object-oriented graph database, offers O(1) link traversal, ACID transactions, and supports Gremlin/YQL for queries. Join their Zulip community or use Maven/Docker for installation to leverage its production-ready, secure, and scalable design.

The git history command

The user struggles with Git's complex parallel workflows and explores jj but finds Git's new `history` commands (fixup, reword, split) promising for painless history rewriting without switching tools. While limited by merge conflicts and stateful operations, these atomic, branch-aware features reduce the need for jj's advanced conflict handling, offering incremental improvements within Git's ecosystem.

Australian energy retailers must provide three hours of free daytime electricity

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From July 2026, NSW, SA, and SE Queensland households with smart meters can access three hours of free midday electricity daily via the Solar Sharer Offer, capped at 24 kWh to ensure fairness. The scheme, designed to offset solar surplus, allows renters and non-solar users to save up to $1,100/year by shifting energy use to free windows, with automation maximizing savings.

Fundamentals of Wireless Communication (2005)

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This textbook offers a unified wireless communication foundation, covering MIMO, OFDM, and CDMA with real-world examples, aimed at graduate students and engineers. It includes exercises, instructor resources, and is adopted globally by universities and institutions, with authors offering short courses.

How to build a circular LCD clock

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Built a 7-inch LCD wall clock with Raspberry Pi 3B+, featuring multi-touch, custom clock faces, and software-controlled brightness. Used HDMI/USB for connectivity, resolved power issues with official Pi supply, and added Swiss railway clock functionality with automatic day/night dimming.

Building and shipping Mac and iOS apps without opening Xcode

Use Xcode's CLI tools (xcodebuild, notarytool) and XcodeGen to automate Mac/iOS app builds, avoiding Xcode GUI entirely via scripts like release.sh. LLMs like Claude Code streamline setup, handle certificate management, and generate workflows for signing, notarization, and deployment without manual GUI steps.

Zero Knowledge Tolstoyan Art

The author compares Tolstoyan art to zero-knowledge proofs (ZKPs), arguing both transmit truths without revealing secrets: art evokes shared feelings without exposing the artist's original experience, while ZKPs verify claims without disclosing underlying data. Both rely on sincerity and conceal the source of the conveyed truth.

The Economics of Recursive Self-Improvement [pdf]

The study models AI's recursive self-improvement through feedback loops, showing current acceleration is insufficient but improving. They use elasticity-based graphs to analyze factors like algorithmic efficiency and bottlenecks, distinguishing narrow vs. broad capabilities.

Is x86 ready to ACE it?

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Intel's AMX and ACE extensions optimize CPU matrix operations for ML via tile registers and outer product instructions, contrasting Arm's SME, which uses scalable vectors and distinct scaling methods, differing in data handling and hardware design approaches.

An Englishwoman who sketched India before photography took hold

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Emily Eden, a 19th-century British artist, captured India's diverse people and landscapes in detailed sketches during her 1830s travels, later published and exhibited in Delhi. Her work, blending colonial context with cultural observation, remains a rare artistic record of India's pre-Victorian era.

Indian scientists produce most detailed 3D atlas of the human brainstem

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Scientists at IIT-Madras created Anchor, a detailed 3D brainstem atlas linking MRI and cellular data, offering insights into neurological disorders. By mapping 200+ cell clusters affordably, it bridges macro and micro brain studies, aiding disease research and surgery.
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Track satellites in real-time on an interactive 3D map. See Starlink trains, space stations, rocket bodies, and satellite passes visible from your location.

Jektex 0.2.0 – A Jekyll plugin for LaTeX rendering is now ~10x faster

https://camo.githubusercontent.com/80e0d3c64ed6630992d51dbe42f89e67ebab7f723d62a9384445d60cd12b3217/68747470733a2f2f626c61636b626c6f672e637a2f6173736574732f696d672f70726f6a656374732f6a656b7465782e737667
Jektex is a Jekyll plugin for fast LaTeX rendering with server-side caching, macros, and KaTeX support, preserving Markdown/HTML structure. It configures cache, ignores files, and processes formulas in display/inline modes using kramdown conventions, handling HTML blocks and offering customizable KaTeX options.

MorphoHDL: A minimalistic language for growing circuits

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Writing a bindless GPU abstraction layer

https://www.kevin-gibson.com/img/loon_gpu.svg
Loon GPU is a simplified graphics API built on Vulkan and Metal, using GPU pointers and eliminating buffer objects to reduce complexity. It faces shader compilation and cross-platform challenges but aims to streamline GPU programming by abstracting low-level details, remaining experimental with ongoing improvements.

World-First 'Super Alloy' Could Transform the Way Metals Are Made

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Scientists developed a new alloy-making method using low-temperature baking, creating a super-strong material twice as strong as steel. The self-organized atomic structure offers scalable, defect-free alloys with potential for aerospace and energy sectors.

Two Case Studies of NaN

IEEE-754 NaN's non-reflexivity breaks language design assumptions, causing unexpected behavior in Python's identity-based equality and Lua's for-loops, with similar issues in Go's map keys.

The infinite scroll may become endangered if controversial Calif. law passes

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Our Amish Language

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The Amish community's modernization has eroded Pennsylvania Dutch, driving my oral history project to document linguistic and cultural shifts. Intergenerational changes, English integration, and evolving identities reveal a complex transition from tradition to contemporary life.

Nokia’s years of mobile-phone supremacy ended in an afternoon

https://spectrum.ieee.org/media-library/two-young-girls-stand-in-front-of-a-glass-case-containing-2000-era-cellphones-behind-them-is-a-display-that-says-nokia.jpg?id=67118775&width=1200&height=1728
Nokia rose to dominance in the 1990s-2000s with iconic, durable phones like the 3310 and 1100, known for innovations like internal antennas and Snake games. Despite early recognition of the iPhone threat, delayed touchscreen adoption and strategic missteps led to its decline, culminating in a 2013 Microsoft acquisition.

Linux 0.11 rewritten in idiomatic Rust, boots in QEMU

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linux-0.11-rs rewrites Linux 0.11 in Rust, booting on i386 QEMU with a Unix userland. It offers idiomatic Rust abstractions, processes, virtual memory, Minix filesystem, and tools for building bootable images.

What are Forward Deployed Engineers, and why are they so in demand? (2025)

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Forward Deployed Engineers (FDEs) are emerging as a critical hybrid role in AI startups, blending software engineering, sales, and platform work to integrate AI solutions, originating from Palantir and now adopted by companies like OpenAI and Ramp. FDEs bridge customer needs and product development by embedding with clients, contributing to core engineering, and driving innovation through ...

SalesPatriot (YC W25) Is Hiring Full Stack Engineers (SF)

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Replacing outdated systems with an AI-native platform for defense/aerospace supply chains, this role involves building integrated systems with legacy environments. Senior Software Engineers need full-stack project experience, SQL proficiency, and problem-solving skills to drive autonomous operations.

The Anatomy of an Instruction Pipeline Hazard

A note on methodology: Everything in this article is based on my analysis of microbenchmarks executed directly on B200 silicon. Nvidia does not publish instruction latencies, pipeline depths, or scoreboard encoding details for its GPUs. The numbers and mechanisms described here represent my best empirical understanding. Readers should do their own due diligence and verify against their own ...

Building Food Metadata with LLM Juries

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Linux on the Sega 32X. Who needs hardware synchronization primitives anyway?

https://cakehonolulu.github.io/images/linux_32x/hackaday.png
The author ported Linux to the Sega 32X to enhance board bringup skills, overcoming hardware limitations via SDK examples, FPGA flash carts, and custom synchronization solutions like Peterson's algorithm. Challenges included cross-compilation fixes, memory constraints, and implementing inter-CPU communication, resulting in a functional albeit slow Linux system with a console display.

What will be left for us to work on?

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The speaker argues AI's impact follows a gradual "Normal Technology" framework, requiring societal adaptation rather than sudden job displacement, emphasizing collaboration over automation and highlighting the slow, complex transformation of work structures akin to past industrial shifts.

Precursor

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Cloudflare's Precursor enhances bot detection by analyzing session-based behavioral signals, improving accuracy and reducing false positives. It complements Turnstile by evaluating full user journeys, making automation harder and boosting security without disrupting legitimate users.