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Sunday, November 2, 2025

AI Cash Crunch, Zig's Comeback, Privacy Strikes Back!

AI Cash Crunch, Zig's Comeback, Privacy Strikes Back!

Big tech tightens belts to feed AI... layoffs hit Amazon, Microsoft, and Google as the datacenter race accelerates... critics slam OpenAI over a proposed foundation and training data, while a senator floats a breakup... meanwhile, Claude Code shows off by debugging low-level cryptography, thrilling and spooking engineers. Academia fights back: arXiv curbs LLM-driven review and position papers... dev land lights up as Zig brings back async/await and GHC jumps into the browser... Rust spreads deeper into Debian and high‑performance channels rise. Privacy gets a win: the EU’s Chat Control falters, Czech cameras shut down, and Cloudflare touts anonymous credentials for a post‑quantum web... chip hype stumbles as Substrate faces withering investigations. The mood swings between awe and alarm... builders cheer new tools, watchdogs warn of overreach... the feed crackles with power plays, code feats, and privacy pushback.

AI Money Wars and Code Power Plays

  • Big Tech slashes jobs to feed AI

    Amazon plans 30k cuts, with Microsoft, Meta, and Google trimming thousands more to bankroll the AI arms race. Cash shifts to GPUs, power, and cloud turf wars. The scale sets teeth on edge as execs call it investment, not a dotcom rerun.

  • OpenAI foundation plan sparks fury

    A sharp critique warns OpenAI’s proposed foundation could launder vast training data grabs into legitimacy, calling it the largest theft in history. Governance, consent, and IP flare as the company seeks a new structure to shield LLM ambitions.

  • Claude Code cracks crypto bugs

    A developer livecodes ML‑DSA in Go and leans on Claude Code to catch subtle, low‑level cryptography bugs. The feat signals AI assistants now help with serious math and security work, raising eyebrows about trust, speed, and shifting developer roles.

  • Sanders says break up OpenAI

    Sen. Bernie Sanders says the government should break up OpenAI, citing risks to jobs and relationships as AI saturates daily life. With ChatGPT everywhere and a wearable Friend on the way, the call widens the debate over power and oversight.

  • Power user spills Claude Code secrets

    A heavy user shares how Claude Code supercharges real projects and side hacks, from agent handoffs to relaxed permissions that let it ‘just code.’ It’s a candid tour of power and pitfalls, hinting at new workflows and new ways to shoot yourself in the foot.

  • arXiv clamps down on CS surveys

    arXiv’s CS moderators stop accepting review and position papers, pointing to LLM‑generated submissions that drown signal. Authors are steered to journals and vetted venues, as preprint culture adapts to a flood of synthetic prose and copycat surveys.

Languages Level Up: Zig, Haskell, and Rust Moves

  • Zig restores async/await

    Zig 0.16.0 restores async/await, unblocking modern I/O and network patterns after a long detour. Maintainers frame it as pragmatic evolution, not defeat. Builders cheer the simpler model, eyeing big gains for servers, games, and systems tooling.

  • GHC runs in your browser

    GHC now runs purely client‑side in the browser via a demo playground. Haskell fans press compile without servers, opening new teaching and tinkering paths. Performance caveats apply, but the novelty shows how far Web tooling has marched.

  • Debian locks in Rust for APT

    Debian plans hard Rust dependencies in APT starting May 2026, leaning on Sequoia components. The move aims at safety and maintainability, even if bootstrapping and toolchains get trickier. Old guard grumbles, security crowd nods.

  • Rust channels go lockless

    Crossfire lands high‑performance, lockless spsc/mpsc/mpmc channels for Rust, spanning async and blocking worlds. Built on crossbeam‑queue, it targets throughput without mutex pain, and promises clean ergonomics for modern concurrency.

  • Guide: translate C to Rust

    A deep guide maps patterns for translating C to Rust, chasing safety, speed, and long‑term maintainability. With stories from Twitter and Dropbox, it’s a practical bridge for teams nursing legacy code while eyeing memory‑safe futures.

  • SQLite concurrency explained

    A Jellyfin dev explains SQLite concurrency, WAL, and foot‑guns in real apps. It’s a plea to treat SQLite as a serious multi‑user store, not just a file. Performance tips and caveats spark fresh debate on defaults and app architecture.

Privacy Wins, Chip Hype Takes a Hit

  • EU drops Chat Control again

    The EU’s Chat Control proposal collapses again, sparing wide client‑side scanning of encrypted messages. Activists and technologists hail a reprieve for end‑to‑end encryption, even as lawmakers hint they’ll try again with softer language.

  • Prague airport kills face cams

    After sustained pressure from privacy groups, Czech police shut down facial recognition cameras at Prague’s airport. The DPA found legal and technical flaws. It’s a clear signal that dragnet surveillance still faces hard limits in public spaces.

  • ICE app says you can't refuse

    Documents show you can’t refuse ICE’s Mobile Fortify facial recognition scan. The mandate chills travelers and immigrants, stacking DHS convenience against consent and civil liberties. The clash deepens over biometric checks in everyday life.

  • Anonymous credentials go mainstream

    Cloudflare pushes Anonymous Credentials with post‑quantum primitives, promising policy‑friendly privacy where services can verify without doxxing. It’s a nerdy but timely toolset for the next web of AI agents and compliance headaches.

  • Substrate branded a $1B fraud

    A searing post brands Substrate a $1B fraud, arguing its direct‑write lithography can’t beat ASML’s EUV reality. The takedown rattles chip optimists and demands proof beyond press tours and graphics.

  • Deep dive questions Substrate claims

    Another deep dive dissects Substrate claims, from scan speeds to manufacturing economics. Questions pile up about scaling, defect control, and costs. Until working wafers appear, the verdict reads: extraordinary claims need extraordinary evidence.

  • Sites fight back on LLM scraping

    Site owners push back on relentless LLM scrapers that ignore robots.txt. A guide drops practical defenses—smart Cloudflare rules, rate limits, mirrors—showing you don’t need Anubis to keep your content from being siphoned and spammed.

Top Stories

Zig brings async/await back

Technology

Language feature return unlocks modern async I/O, energizing Zig ecosystem and systems developers.

arXiv curbs CS review/position papers

Science

Preprint moderation shift signals AI's disruption of scholarly norms; impacts CS publishing.

Big Tech layoffs to fund AI

Business

Major reallocation of labor and cash to AI; signals sustained capex cycle, market and workforce impact.

Substrate called a $1B fraud

Technology

High-profile chip startup faces detailed fraud allegations; credibility of alt-lithography challenged.

EU Chat Control proposal fails again

Policy

Policy retreat preserves encryption; civil society influence; EU surveillance ambitions stall.

Claude Code debugs low-level crypto

Technology

AI coding tools reach low-level crypto debugging; accelerates dev workflows, raises trust questions.

OpenAI faces 'largest theft' charge

Technology

Governance and IP storm around OpenAI; foundation move triggers 'theft' accusations, policy scrutiny.

All stories (71)
Complete list of news articles from this day

Nisus Writer: Schrödinger's Word Processor

by zdw

Nisus Writer, encompassing Nisus Writer Pro and Nisus Writer Express by Nisus Software, is a longstanding Mac word processor known for its strengths in multilingual, academic, and automation-heavy wor...

Key Points

  • The Nisus website outage and Mac App Store disappearance on 22 Oct 2025 sparked concerns about the app’s fate.
  • The site later returned, and the app still functions and is purchasable, indicating some ongoing activity.
  • Evidence suggests development and support have likely ceased, casting doubt on the product’s future.

Beyond Smoothed Analysis: Analyzing the Simplex Method by the Book

by sebg

This research paper introduces “by the book analysis,” a framework intended to close the gap between theoretical algorithm analysis and observed real-world performance. Unlike traditional approaches t...

Key Points

  • Introduces “by the book analysis,” modeling both inputs and implemented algorithm behavior.
  • Demonstrates the framework on the simplex method, yielding polynomial time under practical assumptions.
  • Claims to overcome key limitations of smoothed analysis in explaining real-world performance.

Ask HN: Do you have an aversion to recent TLDs?

by GaryBluto

An Ask HN thread explores how people perceive newer generic top-level domains (gTLDs). The original poster notes a subconscious tendency to avoid visiting websites that use recently introduced TLDs—ci...

Key Points

  • The author reports a personal bias against newer gTLDs such as .space and .app.
  • The post frames the issue as perception and trust, not objective security.
  • It asks whether others share this skepticism toward recent TLDs.

Hard Rust requirements from May onward for all Debian ports

by rkta

A Debian developer announced an upcoming transition to make Rust a hard requirement for APT, with Rust-based code to be introduced no earlier than May 2026. The change encompasses the Rust compiler an...

Key Points

  • Rust will become a hard dependency for APT, with code introduced no earlier than May 2026.
  • Targeted areas include parsing of .deb/.ar/.tar and HTTP signature verification.
  • Ports must provide a working Rust toolchain within six months or be sunset.

Myths Programmers Believe about CPU Caches

by whack

This article debunks common myths about CPU caches and concurrency, emphasizing that modern x86 processors maintain hardware-level cache coherency across cores. Drawing from experience at Intel and Su...

Key Points

  • Modern x86 hardware enforces cache coherency across cores.
  • Java volatile does not inherently force main-memory access and can be as fast as L1 reads.
  • Single-core systems can still exhibit concurrency bugs without proper synchronization.

The Impossible Optimization, and the Metaprogramming to Achieve It

by melodyogonna

This technical article examines how metaprogramming can enable substantial performance improvements by generating specialized code, challenging the common view that metaprogramming is limited to C++ t...

Key Points

  • Regex execution via interpreters is slow; AST/DFA precompilation still interprets structures.
  • Hand-written matchers can outperform regex by using direct character checks and control flow.
  • Metaprogramming can generate specialized code to deliver major performance gains.

Solving the NY Times "Pips" game with F#

by brianberns

The article describes building an automated solver for the New York Times’ Pips puzzle using F#. Pips tasks players with covering a grid-shaped region using dominoes while meeting constraints such as ...

Key Points

  • F# backtracking solver for NYT’s Pips, with option to find first or all solutions.
  • Geometric tiling heuristics and aggressive pruning significantly reduce search space.
  • Example demonstrates ~1 second solve; some hard puzzles have extremely many solutions.

Abandonware of the web: do you know that there is an HTML tables API?

by begoon

This article spotlights a lesser-known HTML tables API within the browser DOM that provides a structured, safer alternative to building tables with innerHTML. It demonstrates how to construct a table ...

Key Points

  • The HTML tables API enables structured table creation and manipulation without innerHTML.
  • Cells can be accessed and updated via indexed properties (rows[x].cells[y]).
  • The article calls for modern enhancements to the tables API, similar to HTML forms.

SQLite concurrency and why you should care about it

by HunOL

This technical blog post from a Jellyfin contributor outlines practical realities of using SQLite in applications, focusing on concurrency and locking behavior. It explains that SQLite, being file-bas...

Key Points

  • SQLite’s single-writer design limits concurrency within applications.
  • WAL improves concurrency but cannot prevent all locking conflicts.
  • Jellyfin added application-level SQLite locking and suggests EF Core apps can use it.

.arpa, rDNS and a few magical ICMP hacks

by caminanteblanco

The article examines the .arpa DNS zone and its role in reverse DNS (rDNS), framed by a practical example: an individual successfully asked their ISP, bgp.wtf, to delegate the ip6.arpa zone for a /48 ...

Key Points

  • An ISP delegated an ip6.arpa zone to an individual for a /48 IPv6 range.
  • .arpa evolved from a temporary domain (RFC920) to a permanent home for infrastructure services (RFC3152).
  • Reverse DNS relies on in-addr.arpa and ip6.arpa to return PTR records mapping IPs to domain names.

On Having a Data Object

by Theaetetus

This article examines the prevalent “data object” pattern, where teams define a single class to manage interactions with a specific part of the persistence layer (such as everything related to hats), ...

Key Points

  • Different bounded contexts should use distinct models, not one catch-all data object.
  • Treat differing access patterns separately; avoid flag-heavy general methods.
  • Large, central data classes create coupling, misleading types, and testing difficulties.

You Can't Refuse to Be Scanned by ICE's Facial Recognition App, DHS Document Say

by nh43215rgb

404 Media obtained an internal Department of Homeland Security document revealing operational details of ICE’s Mobile Fortify facial recognition app. According to the document, individuals cannot refu...

Key Points

  • ICE’s Mobile Fortify app requires facial scans; refusal is not permitted.
  • Face photos captured are stored for 15 years, including those of U.S. citizens.
  • 404 Media’s DHS document details the app’s technology, data handling, and rationale.

Gilded Rage – Why Silicon Valley went from libertarian to authoritarian

by adamors

Economist Paul Krugman interviews Jacob Silverman about Silverman’s book “Gilded Rage,” focusing on the political rightward turn among some Silicon Valley billionaires. Silverman challenges the view t...

Key Points

  • Silverman says tech’s rightward turn predated Biden-era regulation and the industry did well under Biden.
  • David Sacks’s California political efforts (e.g., recalling Chesa Boudin) exemplify tech elite interventions.
  • Post‑9/11 tech–state collaboration on surveillance and revolving doors (e.g., Uber, Amazon) set the stage.

CharlotteOS – An Experimental Modern Operating System

by ementally

CharlotteOS’s “catten” is an experimental, monolithic operating system kernel that blends exokernel-inspired low-level interfaces with the flexibility to layer diverse higher-level APIs. A distinguish...

Key Points

  • Typesafe URI-based namespace enables local and remote resource access without mounts, secured by capabilities and MAC.
  • Written in Rust and x86_64 assembly (Intel syntax via rustc/llvm-mc) with strict dependency policies favoring Rust.
  • Requires x86_64 with UEFI/ACPI; supports NVMe, USB Mass Storage, UEFI GOP output, NS16550/USB CDC ACM serial, PS/2/USB HID input, and USB CDC NCM networking.

Pitching the Death Star to Investors

by fmfamaral

The article presents a narrative of a startup founder pitching the Death Star venture to the VC firm Unlimited Power Capital. The pitch focused on a vast market opportunity, a proprietary enforcement ...

Key Points

  • Pitch to Unlimited Power Capital emphasized market, proprietary tech, team, and exit strategy.
  • Ethical and risk concerns were addressed and reframed to support the venture’s stability narrative.
  • A substantial seed round was secured with valuation, board, and milestone terms favoring rapid execution.

Frank Gasking on preserving «lost» games

by doener

Spillhistorie.no interviews Frank Gasking, the founder of Games That Weren’t (GTW), a non-profit project dedicated to preserving and documenting unreleased, unfinished, and otherwise lost video games....

Key Points

  • GTW began in 1999 and has grown into a long-running, multi-platform preservation archive.
  • The project documents unreleased and unfinished games, including assets and early builds.
  • GTW is community-supported, with contributions from sites like spillhistorie.no and collaborations across the industry.

Show HN: AI Operator from Hell – Autonomous AI Sysadmin Writing Tech Stories

by aiofh

AI Operator From Hell is a fictional, satirical series about an AI sysadmin called “The Operator,” set in a chaotic datacenter. The project blends humor with high-level technical insights, offering ep...

Key Points

  • Fictional, satirical AI sysadmin series with episodic datacenter stories
  • Includes interactive client-side tools and high-level sysadmin tutorials
  • Security episode features SQLMap and union-based SQL injection to stress input sanitization

arXiv No Longer Accepts Computer Science Position or Review Papers Due to LLMs

by dw64

arXiv’s Computer Science category has tightened its moderation practice for review (survey) and position papers. Going forward, such submissions will only be considered if they have already been accep...

Key Points

  • Review/position papers in CS now require prior peer‑reviewed acceptance and documentation for arXiv consideration.
  • arXiv frames this as stricter practice, not a formal policy change, due to a surge in low‑value submissions.
  • The change aims to improve quality, aid discoverability, and refocus moderators on arXiv’s core preprint mission.

Async/Await is finally back in Zig

by barddoo

The article announces the return of async/await in the Zig programming language through a comprehensive redesign of its asynchronous I/O model. The foundational changes landed via GitHub pull request ...

Key Points

  • Async/await returns to Zig with a redesigned async I/O API, targeting Zig 0.16.0.
  • Modular I/O interfaces (`std.Io.Threaded`, `std.Io.Evented`) enable single-threaded, multithreaded, and event-driven backends.
  • Early builds support `io_uring`; macOS `kqueue` support is pending, affecting `std.Io.Evented` on macOS.

I built my own CityMapper

by ashfn

An engineer documents building a London-focused public transit routing system that uses live arrivals across buses, tubes, and trains. After outlining the limitations of a straightforward graph approa...

Key Points

  • RAPTOR was chosen over Dijkstra’s to better handle large networks and minimize transfers.
  • Live rail data is integrated via the Rail Data Marketplace’s Live Arrival and Departure Boards API using CRS codes.
  • Local preprocessing with Python and SQLite supports station lookup and walking-time calculations.

Tech companies are firing everyone to "fund AI", spending money on each other

by BerislavLopac

The article contends that large U.S. technology companies are conducting substantial layoffs while simultaneously increasing AI-related capital expenditures. It lists 2025 workforce reductions—Amazon ...

Key Points

  • Large tech layoffs in 2025 coincide with surging AI capex.
  • AI spending is described as circular, with firms buying chips and cloud from each other.
  • Elevated valuations of the “Magnificent 7” are linked to future AI profit expectations.

Screenwriter Eric Heisserer on Lights Out, the Rules of Horror

by suioir

Screenwriter Eric Heisserer discusses his career and the 2016 release of Lights Out, a feature adapted from David F. Sandberg’s three-minute short about a family terrorized by a creature that appears ...

Key Points

  • Lights Out expands David F. Sandberg’s short into a feature with light-driven scares and a core cast led by Maria Bello.
  • Heisserer has written 56 scripts, only eight of which are horror, and has Arrival forthcoming with Denis Villeneuve.
  • A rejection from game publishing spurred Heisserer’s move into screenwriting, leading to a first sale to Artisan Entertainment in 2000.

I think Substrate is a $1B Fraud

by JumpCrisscross

This opinion article scrutinizes Substrate, a startup said to promise drastically cheaper and higher-quality chip production, and argues that its claims lack evidence and plausibility. The author alle...

Key Points

  • The author alleges Substrate’s chip-making claims are extraordinary and unevidenced, citing multiple operational red flags.
  • Scanning lithography (e.g., ASML’s EUV) is presented as the only viable path for high-volume chip production today.
  • EUV adoption at TSMC took years, illustrating realistic timelines for deploying advanced lithography.

GHC now runs in the browser

by kaycebasques

The Glasgow Haskell Compiler (GHC) now runs fully on the client side within a web browser, enabled by advances in its WebAssembly (Wasm) backend. A Haskell playground demo illustrates this capability,...

Key Points

  • GHC runs client-side in-browser via its WebAssembly backend, demonstrated by a Haskell playground.
  • Web Worker configuration issues trigger a Monaco Editor warning and main-thread fallback.
  • Functionality differs by browser: Brave runs with warnings; Safari shows a disabled Run button.

What the Air You Breathe May Be Doing to Your Brain

by quapster

A new study led by the University of Pennsylvania, published in JAMA Neurology, strengthens the link between fine particulate air pollution (PM2.5) and dementia-related brain pathology. Drawing on mor...

Key Points

  • Large autopsy study links PM2.5 exposure to dementia-related brain changes.
  • PM2.5 can reach the brain via inhalation and bloodstream routes.
  • Policy shifts that reduce pollution controls may worsen cognitive health outcomes.

An investigation into Substrate

by mastax

This article presents the author’s opinion that Substrate, a startup claiming to produce computer chips more cheaply and at higher quality, shows multiple red flags: an allegedly dubious founder, a co...

Key Points

  • The article alleges Substrate shows multiple red flags and lacks evidence for its claims.
  • Direct‑write lithography is contrasted with mask‑based scanning, highlighting throughput limits for high‑volume production.
  • ASML’s EUV rollout at TSMC illustrates the time and investment needed to reach high‑volume manufacturing.

Open-Source Ada: From Gateware to Application

by Bogdanp

An AdaCore GNAT Academic Program coordinator outlines a fully open-source learning stack for system programming that spans gateware, toolchains, and applications, using a Neorv32 BIOS project as the f...

Key Points

  • Open-source Neorv32 BIOS project demonstrates Ada across a full stack on FPGA.
  • Neorv32 (VHDL-based RISC‑V softcore) runs on the ULX3S with Lattice ECP5.
  • Deterministic design, debug module, and atomic operations are key features.

Periodic Advertising with Responses (PAwR): Bidirectional Bluetooth Advertising

by latchkey

The article introduces Periodic Advertising with Responses (PAwR), a feature added in Bluetooth Core Specification 5.4 that enables bidirectional communication using Bluetooth Low Energy advertising. ...

Key Points

  • PAwR in Bluetooth 5.4 enables bidirectional, large-scale BLE advertising.
  • PAwR vs. mesh: centralized star topology with collision mitigation and optional EAD.
  • Range can be extended with Coded PHY; demo shown using Silicon Labs kits.

Chat Control proposal fails again after public opposition

by speckx

The Council of the European Union has again withdrawn the Chat Control proposal under the Danish presidency, halting a plan that would require client-side scanning of encrypted messages. Since its int...

Key Points

  • EU Council withdraws Chat Control proposal under Danish presidency.
  • Client-side scanning is criticized as an encryption backdoor that weakens security.
  • EFF and more than 80 organizations have consistently opposed the legislation.

Ask HN: Where to Begin with "Modern" Emacs?

by weakfish

The article outlines a practical approach to starting with a “modern” Emacs setup without relying on heavier distributions like Doom. It recommends minimal-emacs, a compact configuration using init.el...

Key Points

  • Start with minimal-emacs to set up sensible defaults for vanilla Emacs.
  • Treat Emacs as a programmable Lisp environment; read the GNU Emacs manual.
  • Use built-in introspection (describe-key, describe-function) and the helpful package to learn and customize.

OpenAI Moves to Complete Potentially the Largest Theft in Human History

by paulpauper

The article details OpenAI’s corporate restructuring, indicating a transition to a Public Benefit Corporation and a recapitalization that reassigns profit rights from the nonprofit to investors with u...

Key Points

  • OpenAI says the nonprofit Foundation will retain a 26% stake following recapitalization.
  • A warrant clause could grant the Foundation additional equity if share price rises >10x after 15 years.
  • Delaware and California authorities issued non-objection actions related to the restructuring.

The giant basket case countries

by paulpauper

The Noahpinion piece by Noah Smith examines a shift in focus from development success stories to demographic and geopolitical realities shaping the century ahead. Smith recounts his prior work on deve...

Key Points

  • Protectionism limits traditional export-led growth for developing countries.
  • Developed nations face demographic decline without immigration, while poor countries’ populations grow.
  • By 2100, several of the most populous countries will be low-income as measured by 2025 per capita GDP (PPP).

Show HN: Why write code if the LLM can just do the thing? (web app experiment)

by samrolken

This experiment, dubbed “nokode,” explores whether a web application can run without traditional application code by delegating all request handling to a large language model. The system provides the ...

Key Points

  • LLM handles all web app logic via three tools (database, webResponse, updateMemory).
  • Functional CRUD achieved, but requests are slow (30–60s) and costly ($0.01–$0.05).
  • Emergent good practices (safe SQL, REST-like APIs, Bootstrap UI) alongside reliability issues.

How I Learned to Stop Worrying and Love My Shitty Life

by XzetaU8

Erik Baker’s Issue 16 preview in The Drift examines the appeal and implications of contemporary fatalism and self-help. Drawing on Donald Trump’s remarks from a 1990 Playboy interview, a 2004 appearan...

Key Points

  • Trump’s quotes frame a nihilistic perspective on achievement and daily pursuits.
  • Generational fatalism is noted, with media references like Cosmopolitan illustrating cultural uptake.
  • Mark Manson’s self-help thesis centers on accepting pain and rejecting hope as a solution.

Austria: Pylons as sculpture for public acceptance of expanding electrification

by Geekette

Austria is exploring a design-focused solution to public resistance toward new electricity transmission infrastructure. The “Austrian Power Giants,” conceived by Austrian Power Grid with GP designpart...

Key Points

  • Animal-shaped pylon concept developed by APG with GP designpartners and BauCon to improve acceptance of grid expansion.
  • Two prototypes (stork and stag) have been pre-tested for structural and electrical feasibility.
  • Models will be exhibited at the Red Dot Museum in Singapore through October 2026 following a Red Dot Design Award win.

Powell – unlike the dotcom boom, AI spending isn't a bubble

by madaxe_again

Federal Reserve Chair Jerome Powell differentiated today’s AI investment surge from the late-1990s dotcom bubble, highlighting that leading AI firms have earnings, profits, and viable business models....

Key Points

  • Powell says AI boom is grounded in profits and business models, not a dotcom-style bubble.
  • AI spending is structurally driven and largely financed by corporate cash flows, not low rates.
  • Economists estimate large potential productivity gains and a modest near-term GDP boost from AI infrastructure.

US will not send officials to COP30 climate talks

by geox

A White House official told Reuters that the United States will not send high-level officials to COP30, which Brazil will host in Belem following a leaders’ summit. The decision follows a series of U....

Key Points

  • U.S. will not send high-level officials to COP30 in Belem, Brazil.
  • U.S. pressure led the IMO to delay a global shipping carbon price decision by one year.
  • Administration is prioritizing bilateral energy trade and LNG exports over multilateral climate agreements.

Reconfigurable Analog Computers

by gidellav

This article examines the historical and modern challenges of programming analog computers and argues for automated reconfiguration to make them viable co-processors today. Historically, analog progra...

Key Points

  • Manual analog programming was slow and error-prone.
  • Digital limits renew interest in analog co-processors.
  • Automatic, digitally controlled reconfiguration is essential.

The hardest program I've ever written (2015)

by jacobedawson

This article details the creation of “dartfmt,” an automated formatter for the Dart programming language. The author explains that while the tool ultimately comprises 3,835 lines of code, it took near...

Key Points

  • Automated formatter for Dart (“dartfmt”) built to enforce consistent style.
  • Line-length limits create exponential split-decision complexity.
  • Processes over two million lines in ~45 seconds on a single-core laptop.

NJVL: Nim's New Intermediate Representation

by generichuman

NJVL (“No jumps, versioned locations”) is a structured intermediate representation for Nimony that removes unstructured control flow in favor of boolean control-flow variables (cfvars) and versions al...

Key Points

  • NJVL replaces unstructured control flow with cfvars and versioned locations in a two-pass transformation (nj then vl).
  • jtrue sets one or more cfvars to true; cfvars are monotonic and only tested in ite/loop conditions.
  • Returns, breaks, short-circuiting, and exceptions are rewritten into guarded data-flow constructs to enable optimizations.

Czech police forced to turn off facial recognition cameras at the Prague airport

by campuscodi

Czech police have shut down facial recognition cameras at Prague’s Václav Havel Airport, ending a system that had been active since 2018. The closure followed sustained criticism from the NGO IuRe and...

Key Points

  • Airport facial recognition was shut down in August 2025 after DPA-confirmed legal violations.
  • AI Act biometric provisions made the system’s Feb–Aug 2025 operation illegal without judicial approval.
  • A separate 20-million-photo police database also faces legal and misuse concerns.

Sanders: Government should break up OpenAI

by CharlesW

Sen. Bernie Sanders (I-Vt.) said the government should break up OpenAI, describing AI as a profound, fast-approaching challenge that requires preparation. In an Axios interview, he warned of the techn...

Key Points

  • Sanders calls for government breakup of OpenAI.
  • Warns of AI-driven job displacement and social impacts.
  • Cites calls to pause superintelligence development until safety consensus.

Claude Code Can Debug Low-Level Cryptography

by Bogdanp

A developer built a Go implementation of ML-DSA, a post-quantum signature algorithm specified by NIST, but encountered persistent verification failures despite correct test vectors. Turning to Anthrop...

Key Points

  • Claude Code pinpointed a double high-bits application in Verify caused by reuse of a combined helper function.
  • The author refactored the code to pass high bits directly, improving correctness and efficiency.
  • Previous issues included incorrect Montgomery constants and a 32-bit vs 32-byte signature encoding error.

word2vec-style vector arithmetic on docs embeddings

by kaycebasques

The article investigates whether classic word2vec-style vector arithmetic extends to modern document embeddings. Using EmbeddingGemma, the author constructs experiments that start with an embedding of...

Key Points

  • Document-level vector arithmetic was tested using EmbeddingGemma, combining doc and word vectors.
  • Customized task types improved alignment to the target domain (Angular testing), with a 0.75 cosine similarity to 'Testing' (Angular).
  • Verification relied on cosine similarity against a curated set of technical docs constrained by a 2048-token limit.

Beginner-friendly, unofficial documentation for Helix text editor

by Curiositry

This unofficial beginner guide introduces core workflows in the Helix text editor. It begins with opening files via the `hx file.txt` command and explains Helix’s modal editing: Normal mode (shown as ...

Key Points

  • Helix uses modal editing with `NOR` and `INS`, toggled via `i` and `Esc`.
  • Navigation favors `h`, `j`, `k`, `l` on the home row over arrow keys.
  • Actions operate on selections: use `c`, `d`, `p`, and `u` for editing workflows.

Dating: A Mysterious Constellation of Facts

by tobr

The article probes a contradiction in modern dating: apps dominate usage yet provoke widespread dissatisfaction, and there are claims of increased interest in offline options like speed dating. It rev...

Key Points

  • Network effects and high margins suggest entrenched dating app incumbents.
  • Small in-person events can succeed despite limited participant pools.
  • Selection and bandwidth effects may explain offline effectiveness over large-scale apps.

From 400 Mbps to 1.7 Gbps: A WiFi 7 Debugging Journey

by tymscar

An upgrade from a UniFi Dream Machine to a UniFi Dream Router 7 aimed to leverage WiFi 7 for upcoming 2.5 Gbps internet. While wired tests validated the backbone (~950 Mbps through a 1 Gbps switch and...

Key Points

  • Initial low WiFi 7 throughput traced to router-hosted iperf and misconfigured radio width.
  • Client diagnostics showed 80 MHz connection despite SSID set to 160 MHz.
  • Explicitly setting 160 MHz in radio settings resolved the bottleneck.

'Chinese lantern' structure shifts into many shapes for various applications

by PaulHoule

Researchers at North Carolina State University designed a polymer structure that forms a spherical, Chinese-lantern-like meta-unit capable of rapid, reversible shape changes. Fabricated by cutting sli...

Key Points

  • Polymer lantern meta-unit exhibits bistable and multistable snapping between 3D shapes.
  • Remote magnetic actuation enables practical demonstrations (gripper, filter, tube reopening).
  • Mathematical model programs geometry to control shape, stability, and energy release.

SailfishOS: A Linux-based European alternative to dominant mobile OSes

by ForHackernews

Sailfish OS is a Linux-based mobile platform developed by Finnish company Jolla, with roots in Nokia and Intel’s MeeGo project. After Nokia ended MeeGo and moved to Windows Phone, former contributors ...

Key Points

  • Origins in Nokia/Intel’s MeeGo, continued by Jolla into Sailfish OS.
  • Multiple release milestones (2013–2021) targeting devices and enterprise/government deployments.
  • Technical stack: Qt/QML, Wayland, and Android app compatibility for broader hardware support.

The Suppliers Behind the Apple Pencil Pro

by o4c

The article examines the supplier ecosystem behind Apple’s Apple Pencil Pro, introduced in May 2024 and widely used by iPad‑based creatives and professionals. It outlines how Apple relies on a network...

Key Points

  • Apple Pencil Pro depends on multiple specialized suppliers for core components.
  • Key contributions include power management, sensors, timing, microcontrollers, Bluetooth, haptics, charging, and NFC.
  • Apple’s outsourcing strategy, including chip fabrication by TSMC, supports efficient production and advanced features.

AI Broke Interviews

by yusufaytas

This article contends that widely available AI tools have upended software engineering interviews by enabling candidates to present polished solutions without demonstrating real understanding. It revi...

Key Points

  • AI tools are enabling interview-ready code and answers, undermining traditional filters.
  • Reported issues include verbatim AI responses and CV manipulation during screening.
  • The post claims Google returned to in-person interviews to curb AI misuse.

OS maintained by a single developer since 1997: Visopsys

by kome

Visopsys is an open-source operating system targeting PC-compatible hardware, with development dating back to 1997. The project focuses on being small and fast while providing practical functionality ...

Key Points

  • Open-source alternative OS with GUI, multitasking, virtual memory, and protected mode.
  • Demo-ready from live USB, CD/DVD, or floppy without installation.
  • Latest listed release is version 0.92 (September 21, 2023).

OpenDesk by the Centre for Digital Sovereignty

by athousandsteps

OpenDesk, developed by the Centre for Digital Sovereignty, is a browser-based, modular workplace suite tailored for public administration. It emphasizes open standards, local hosting, and data protect...

Key Points

  • Modular suite integrating open-source components for email, files, documents, calendar, contacts, chat, and IAM.
  • Secure, Matrix-based communications via Element, used by the German Federal Armed Forces and NATO.
  • Local hosting and open standards to ensure GDPR alignment and digital sovereignty.

RegEx Crossword

by a022311

RegEx Crossword is a browser-based puzzle that combines crossword structure with regular expressions. Players fill a hexagonal grid with character sequences so that each line adheres to regex clues di...

Key Points

  • Hex-based puzzle requires full-string regex matches for all lines.
  • Empty cells count as spaces, influencing pattern behavior.
  • JavaScript implementation by Jimb Esser with source code on GitHub and saved progress.

Show HN: KeyLeak Detector – Scan websites for exposed API keys and secrets

by amaldavid

KeyLeak Detector is a web application designed to identify exposed secrets in websites, such as API keys, tokens, and credentials. It provides real-time results, validates security headers, and classi...

Key Points

  • Scans websites for 50+ secret types and classifies severity with remediation advice.
  • Uses Playwright and mitmproxy to analyze dynamic content and network traffic.
  • Runs locally at http://localhost:5002 after Python and Playwright setup; authorized-use disclaimer included.

3M Diskette Reference Manual (1983) [pdf]

by susam

This 1983 3M Diskette Reference Manual provides a concise technical guide to floppy diskette technology for sales and service professionals. It introduces diskettes as removable magnetic storage that ...

Key Points

  • Explains diskette sizes, digital recording, and drive operations.
  • Details diskette construction and jacket features including write enable notch and index hole.
  • Provides 3M product codes for sides, density, sectors, protection, and format.

Policy, privacy and post-quantum: anonymous credentials for everyone

by eleye

The article examines how AI agents are poised to change Internet usage by executing tasks—such as ordering food or purchasing tickets—on behalf of users. This trend will shift traffic from traditional...

Key Points

  • Agentic AI will shift web traffic toward AI platforms and data centers, altering request patterns.
  • Anonymous credentials enable policy enforcement without identifying or tracking users, and are being standardized at IETF.
  • Cloudflare demonstrates an agent using Cloudflare Workers, with sample code available on GitHub.

Why "Everyone Dies" Gets AGI All Wrong

by danans

This article responds to Eliezer Yudkowsky and Nate Soares’s book “If anybody builds it everyone dies,” placing their arguments within two decades of ongoing AGI safety discourse. The author recounts ...

Key Points

  • Critique of Yudkowsky and Soares’s new book as reiterating long-standing AI risk arguments.
  • Historical account of Yudkowsky advocating safety while also pursuing AGI tools like Flare.
  • Claim that trends could deliver AGI near Kurzweil’s 2029 timeline, though LLM scaling alone won’t suffice.

How I Use Every Claude Code Feature

by sshh12

This article offers practical guidance for developers using Anthropic’s Claude Code at both hobby and enterprise scales. The author runs Claude Code in a VM for side projects—sometimes with permissive...

Key Points

  • CLAUDE.md is the core “constitution” for effective Claude Code use, strictly scoped and maintained.
  • Document only widely used tools and enforce token budgets to optimize model context.
  • Simplify complex commands with bash wrappers; avoid @-embedding large docs and provide actionable alternatives to “never” rules.

How to Build a Solar Powered Electric Oven

by surprisetalk

Low-tech Magazine provides a practical, step-by-step guide to build a solar-powered electric oven engineered for low, intermittent energy input. The article explains why conventional electric cooking ...

Key Points

  • DIY solar electric oven with thermal storage for post-sunset use.
  • Conventional electric cooking loads exceed small PV; batteries are costly and energy-intensive.
  • Step-by-step build using tiles, cork, mortar, and a DIY resistive heating element.

Show HN: Duper – The Format That's Super

by epiceric

Duper is introduced as a human-friendly extension of JSON that focuses on readability and ease of authoring while staying compatible with existing JSON workflows. It adds explicit types and semantic i...

Key Points

  • Human-friendly JSON extension with explicit types and identifiers
  • Supports comments, trailing commas, unquoted keys, tuples, bytes, raw strings
  • Designed for configs, REST APIs, and data interchange; JSON-compatible

A Few Words About Async

by vinhnx

This article clarifies common misunderstandings about asynchronous programming by focusing on how modern software operates within event loops across languages and platforms. While examples use Python,...

Key Points

  • Modern applications run in event loops; responsiveness (latency) is critical.
  • UI budgets (~16 ms) and typical server windows (1–2 s) constrain what can be done per event.
  • CPU-bound tasks, illustrated by a naive Fibonacci example, can block the loop and violate latency goals.

Show HN: A simple drag and drop tool to document and label fuse boxes

by eg312

Fuse Box Labels is a lightweight web tool focused on documenting and labeling fuse or circuit breaker panels. It offers a drag-and-drop interface to arrange elements and apply custom colors and labels...

Key Points

  • Drag-and-drop labeling with custom colors and labels
  • Import/export configurations as JSON and save as PDF
  • Simple local setup via npm and a development server

Crossfire: High-performance lockless spsc/mpsc/mpmc channels for Rust

by 0x1997

Crossfire is a Rust library that implements high-performance, lockless channels across SPSC, MPSC, and MPMC patterns, supporting both async and blocking communication. Built on crossbeam-queue, the pr...

Key Points

  • v2.1 replaces crossbeam-channel with a modified crossbeam-queue for performance gains.
  • Platform-aware backoff via detect_backoff_cfg() improves VPS/single-core performance.
  • ARM tokio users should upgrade to ≥1.48; test statuses detail runtime stability.

Automatically Translating C to Rust

by FromTheArchives

This article analyzes the growing push to migrate legacy C systems to Rust to improve reliability and security. It situates this within broader industry trends of moving from older languages to modern...

Key Points

  • Rust offers strong safety guarantees that address C’s memory vulnerabilities.
  • C2Rust is the leading automatic translator, used in industry and open source.
  • Static analyses and transformations are critical to producing safe, idiomatic Rust from C.

Sufficiently Smart Compiler

by coffeeaddict1

The article explores the “Sufficiently Smart Compiler” argument in programming language performance debates, which posits that high-level languages could rival or surpass low-level languages if compil...

Key Points

  • High-level languages can benefit from compilers exploiting semantic information.
  • Java’s JIT and runtime profiling materially improved performance.
  • C’s design and C99 rules support aggressive compiler optimizations.

The purported benefits of effect systems

by SchwKatze

This article uses a hypothetical conversation between two programming language designers to explore effect systems. It explains that newer languages like Unison, Koka, and Flix support effect systems,...

Key Points

  • Effect systems comprise effect handlers and type-and-effect systems with distinct roles.
  • Effect polymorphism enables generalized, reusable APIs over different effects.
  • Row types support combining and subtracting effects, as illustrated by Flix.

LM8560, the eternal chip from the 1980 years

by userbinator

This article examines the LM8560, a low-power MOS integrated circuit that became the standard controller for LED digital alarm clocks and clock radios from the mid-1980s through the 2010s. Originally ...

Key Points

  • LM8560 dominated LED alarm clock designs from the mid-1980s to 2010s and is still reportedly produced.
  • Sanyo originated the chip; clones include TI’s TMS3450NL and a related LM8562 variant exists.
  • Market trends shifted from LED to LCD displays and to microcontroller-based designs with similar features.

You Don't Need Anubis

by flexagoon

The article examines the surge in aggressive scraping by LLM training operators and the resulting adoption of Anubis, a proof‑of‑work (PoW) bot protection tool. It argues that while Anubis can help wi...

Key Points

  • Anubis PoW is often unnecessary for anti‑scraping and burdens users.
  • A 12‑line Caddy + JavaScript cookie gate effectively blocks non‑JS bots.
  • Cloudflare remains the most reliable option for DDoS protection.

Linux and Windows: A tale of Kerberos, SSSD, DFS, and black magic

by indigodaddy

This article provides a concise, hands-on approach to integrating Linux systems with Active Directory (AD) for authentication while intentionally omitting broader AD features such as GPO, direct acces...

Key Points

  • Use an uppercase FQDN hostname to avoid adcli/AD issues.
  • Configure Kerberos with uppercase realms and automate kinit via Ansible/Expect.
  • Join AD with realmd using the Kerberos ticket and configure SSSD accordingly.

Chip Hall of Fame: Intel 8088 Microprocessor

by stmw

Intel’s 8088 microprocessor, introduced in 1979, is credited by the company as the chip that lifted it into the Fortune 500. Derived from the 8086, the 8088 kept 16-bit internal processing but adopted...

Key Points

  • IBM chose Intel’s 8088 for the original IBM PC (Model 5150), setting a de facto standard.
  • The 8088’s 8-bit external bus enabled lower system costs and compatibility with 8-bit hardware.
  • Engineering modifications were carried out in Haifa, Israel, after the 8086 was functional.
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