Table of Contents

Hacker News

Maine lawmakers advanced LD 307, the nation's first statewide moratorium on large data centers, temporarily blocking permits for facilities requiring more than 20 megawatts until November 2027. The pause creates a Data Center Coordination Council to study grid strain, as Maine already pays some of the highest residential electricity rates in the U.S. The bill gained momentum after residents in Wiscasset and Lewiston successfully blocked data center proposals over water usage and safety concerns, leaving projects in Jay, Sanford, and Loring Air Force Base in limbo. Governor Janet Mills supports the moratorium while developers seek exemptions, with one calling the restrictions "disastrous." Maine isn't alone — Michigan and Indiana counties have imposed local pauses, and cities from Denver to Detroit are weighing similar restrictions. Data centers currently consume roughly 4% of U.S. electricity, a figure projected to double by 2030, fueling state-level resistance to Big Tech's energy demands. Economist Anirban Basu characterized Maine's action as a "canary in the coal mine" for broader pushback against AI infrastructure expansion.

Comments: Commenters are broadly supportive of the moratorium, framing it as a win for communities resisting unchecked tech expansion. Several note that federalism makes this approach sensible — states like Texas with more land and cheaper power can welcome data centers, while Maine, with high existing electricity costs and limited space, has legitimate reasons to opt out. A Maine resident confirms that commercial power is already prohibitively expensive, questioning why data centers would choose the state at all, which echoes skepticism about whether the law addresses a real or hypothetical threat. Some wonder if the moratorium is largely symbolic given the lack of confirmed major projects. Hardware cost concerns are raised tangentially, with users hoping that reduced data center buildout might eventually ease RAM prices that have roughly doubled in two years, though this connection is speculative.

The picoZ80 is a custom PCB that replaces the physical Z80 CPU in any DIP-40 socket with an RP2350B dual-core Cortex-M33 running up to 300MHz. Three PIO state machines handle all Z80 bus signals cycle-accurately, including DRAM refresh, wait-state insertion, and T1 synchronization. An ESP32-S3 co-processor adds WiFi, Bluetooth, SD card storage, and a seven-page Bootstrap web interface for OTA updates and persona selection. Memory uses a three-tier model: 512KB RP2350 SRAM for O(1) block dispatch, 8MB external PSRAM for 64 banks of 64KB images, and 16MB Flash split into two 5MB OTA firmware slots. All behavior is JSON-configured at 512-byte memory block granularity, with block types including ROM, RAM, VRAM, PHYSICAL pass-through, and FUNC virtual device handlers backed by C functions. Peripheral drivers emulate the WD1773 floppy controller, Sharp QuickDisk, and multiple Sharp MZ machine personas (MZ-700, MZ-80A, MZ-800, etc.), with CP/M and BASIC accessible from SD card. Hardware is licensed CC BY-NC-SA 4.0; firmware under GPL v3; commercial use requires written permission from author Philip Smart.

Comments: Commenters focus on applying the same approach to the 6502/6510 in a Commodore 64, debating three strategies: in-socket CPU replacement (as picoZ80 does), a bus-mastering cartridge, or replacing the RAM itself. The RAM-replacement idea is noted as especially powerful because the VIC-II reads directly from RAM — an RP2350 emulating RAM could manipulate video data every scanline, making every line a BADLINE and enabling graphics modes impossible on real hardware. The cartridge approach avoids machine surgery but requires cross-bus transfers, though it could still write hardware registers every CPU cycle for novel effects. One commenter reports active RP2350 graphics work: three tile layers and two sprite layers with independent 24-bit palettes and 1/2/4/8-bit-per-pixel formats are working, with tilemap fetch, tile data, pixel conversion, transparency, and palette lookup all handled by DMA and PIO with minimal CPU overhead per scanline. A second commenter posts only "Zilog?" — likely questioning the project's departure from original Zilog silicon.

Hegel is a universal property-based testing protocol and family of libraries built on top of Hypothesis, designed to bring structured property-based testing across multiple languages and ecosystems. The project recently released hegel-go and plans to release hegel-cpp shortly after. Documentation includes a Getting Started guide, with how-to guides described as coming soon. The name is a nod to philosophical dialectics, referencing Hypothesis and Antithesis as companion projects.

Comments: Commenters note that a related announcement blog post ("Hypothesis, Antithesis, synthesis") was submitted to HN about two weeks prior and generated significant discussion (106 comments). A project contributor confirmed the hegel-go release and announced hegel-cpp as coming the following week. Community reception was positive, with some users eager to try hegel-go. One commenter made a lighthearted aside about nearly using Hegel-related names for an unrelated business idea. On a more critical note, at least one commenter — citing a background in Hegel's philosophy — asked the team to reconsider the name, while another joked about the difficulty of reading Hegel's "Phenomenology of Spirit."

Most people lack cultural frameworks for LLMs—sophisticated text generators that simulate intelligence while being logically unreliable and behaviorally alien, resembling neither sci-fi AIs nor simple tools. Drawing on the printing press analogy, the author envisions LLMs enabling interactive media like personalized chef guides and purpose-built knowledge models, potentially displacing static text. The pornography industry is already transformed: ML enables previously impossible niche fantasies while displacing sex workers, distorting body image, and engendering new erotic subcultures like drone fetishism. ML aesthetics—hyperrealism, extra fingers, Lobster Jesus, ChatGPT cartoon style—are emerging signifiers linked to techno-fascist movements (citing Andreessen, Musk, Altman, Thiel/Palantir) and cheap content, though the author predicts future generations will ironically reclaim "AI slop" as vaporwave reclaimed corporate computing. Centralization of ML services risks corporate influence over public expression, mirroring how Facebook, YouTube, and Mastercard already shape discourse.

Comments: Commenters broadly resonate with the author's core concern that ML systems are already degrading lives unnoticed, with one noting Claude Code was just mandated at their workplace as a concrete example of institutional capture. Some recommend the 2025 film Pluribus as a fitting companion to the piece's riff on AI-voiced villains. Critics push back on the piece's resigned, observational tone, arguing it offers no actionable resistance and that media manipulation by corporations and governments has been ongoing for over a century—making parasocial relationships and propaganda nothing new. One commenter flagged the blog as unavailable due to the UK Online Safety Act, raising eyebrows about NSFW content surfacing on Hacker News. The overall thread reflects a mix of dark recognition, cultural fatalism, and frustration at collective passivity in the face of accelerating AI normalization.

Bitmap fonts — once ubiquitous on early screens — are dismissed as retro novelties despite offering deliberate, pixel-precise design that vector fonts traded away for scalability. Born from hardware constraint, every pixel was a conscious decision, giving them sharpness that smooth defaults lack. Programmers especially benefit, since bitmap fonts clarify symbol ambiguity (0 vs O, 1 vs l vs I) and make editors feel like purpose-built tools. Films like The Matrix and Mr. Robot embedded machine-text into hacker identity — The Matrix's digital rain was hand-painted Japanese characters digitized by Simon Whiteley; Mr. Robot used real terminals on screen. A curated range illustrates the category's breadth: Terminus and Gohu serve as workhorse coding fonts; Cozette brings terminal-native feel; PixelCode modernizes pixel type with weights and italics; Departure Mono suits polished editorial work; NeueBit and Mondwest push bitmap into brutalist display territory. The argument is that tech design borrows hacker aesthetics but avoids the commitment bitmap typography demands — and that specificity, not retro appeal, is what makes these fonts worth revisiting.

Comments: Commenters are split between nostalgia and practicality. Some recall fondness for specific DOS-era bitmap glyphs — like the distinctive exclamation mark at 1024x768 VGA — that no modern monospace has replicated. Others are content with contemporary alternatives such as Iosevka with thin strokes in iTerm2, acknowledging bitmaps evoke nostalgia but aren't daily drivers. A skeptical contingent pushes back on the core aesthetic argument, contending that on modern Retina displays, antialiased vector fonts match the legibility of printed books, and that pixel jaggies are a visual distraction — acceptable only when a retro vibe is the explicit goal. At least one commenter flags the piece as AI-generated writing.

MacOS users frustrated by the space-switching animation — which persists even when "Reduce Motion" is enabled (replacing it with a fade instead) — have long lacked a clean native solution. Common alternatives each carry significant trade-offs: yabai requires disabling System Integrity Protection and forces adoption of its tiling window manager; virtual space managers like FlashSpace and AeroSpace are non-native facades; BetterTouchTool requires a paid license. The author discovered InstantSpaceSwitcher by jurplel on GitHub, a lightweight menu bar app that simulates a high-velocity trackpad swipe to achieve instant switching without any SIP changes. It supports jumping directly to a numbered space and includes a CLI (ISSCli), though installation requires building from source via a shell script since the README lacks instructions. A related project, instantspaces (which isolates yabai's switcher), reportedly doesn't work on macOS Tahoe. The author notes the repo has only one star and encourages the community to discover and adopt it.

Comments: Commenters broadly agree the space-switching animation is frustrating but note it doesn't address deeper macOS spaces inconsistencies, particularly unpredictable behavior when opening multiple instances of apps across spaces. One user new to macOS asks whether spaces refer to the three-finger swipe between fullscreen desktops, noting they actually appreciate the animation coming from a Windows background accustomed to stuttery transitions. Others question the whole spaces paradigm, expressing dislike for the concept and dissatisfaction with existing macOS window management tools compared to Linux tiling managers like i3, while acknowledging practical constraints like needing MS Office or Illustrator keep them on macOS regardless.

Adding a literature research phase to the autoresearch loop substantially improves optimization quality when bottlenecks aren't visible in source code. The team pointed Claude Code at llama.cpp's CPU inference using 4 AWS VMs via SkyPilot, targeting TinyLlama 1.1B Q4_0 throughput on x86 (AVX-512) and ARM (Graviton3). Without research, Wave 1 chased SIMD micro-optimizations yielding near-zero gains because text generation is memory-bandwidth bound — a fact absent from the code. After reading FlashAttention, Blockbuster, and Intel CPU papers alongside studying ik_llama.cpp and CUDA/Metal backends, the agent pivoted to operator fusion. Five of 30+ experiments landed: softmax/RMS norm kernel fusions, adaptive from_float parallelization, and a flash attention KQ tile fusion via AVX2 FMA intrinsics. The RMS_NORM+MUL graph-level fusion was directly inspired by noticing it existed in CUDA/Metal but not CPU. Results: +15.1% text generation on x86, +5% ARM, at ~$29 total. Key pitfalls included a JSON parsing bug corrupting baselines, noisy EC2 neighbors causing 30% variance, and a graph-fusion correctness bug (missing consumer-count check) fixed via ggml_can_fuse().

Comments: Commenters broadly validate the core finding, sharing parallel workflows. One practitioner maintains per-domain SKILL.md files with 30+ arxiv papers converted to reStructuredText (better token/fidelity than Markdown or LaTeX) with benchmark annotations. Others run multi-agent teams — leader, archivist, researcher, developer, tester — using lab notebooks to track hypothesis-test cycles. A common confirmed pattern is a four-step loop: research, plan, implement, verify. One commenter flags that coding agents fail "deceivingly" rather than loudly, referencing Agent Tuning as a technique to measure the agent itself rather than what it built. A SkyPilot-specific critique notes the tool should decouple its cheapest-cloud routing from its reinvented Kubernetes/MLflow layer. Several note the results are unsurprising given Claude already performs better with planning and research phases; the main value is systematic automation of that insight. Google's Deep Research API is mentioned as a relevant tool for the literature-gathering step.

Craft is a new open-source build tool for C/C++ that wraps CMake behind a Cargo-inspired interface, letting developers define projects in a craft.toml file instead of writing CMakeLists.txt directly. It handles dependency management via git cloning or local paths, auto-generates CMake configuration, and provides commands like craft build, craft run, craft add, and craft remove. Projects are scaffolded with a standard directory layout (src/, include/, .craft/deps/), and an escape hatch (CMakeLists.extra.cmake) exists for custom CMake logic. Dependencies can be pinned to tags or branches, and a built-in template system covers executables, static/shared libraries, and header-only libraries. Installation is via curl-pipe-sh on Unix or PowerShell on Windows, requiring only git and cmake as prerequisites. Global defaults live in ~/.craft/config.toml, and the tool supports self-upgrade via craft upgrade.

Comments: Commenters raise significant concerns about Craft's real-world viability. Experienced C/C++ integrators flag missing critical features: offline/air-gapped builds, cross-compilation support, pkg-config/CPS compatibility, and non-native-optimized default build flags (-O3 -march=native is called a red flag; RelWithDebInfo is the recommended default). The curl-pipe-sh installation method is criticized for lacking confidence. Several users point to existing alternatives — xmake, cmkr, Conan2, vcpkg, Nix flakes — as more mature solutions covering similar ground. A core architectural critique recurs: wrapping CMake adds abstraction layers without fixing CMake's underlying problems, and the right path is replacing CMake entirely. Diamond dependency resolution and handling of system-wide libraries are noted as unsolved hard problems. Some dismiss the effort as AI-generated, while others argue AI coding assistants already make custom build scripts trivially easy, undermining the need for new tools. The author acknowledged the early-stage nature of the project and invited community contributions.

Unfolder is a Mac (and Mac App Store) desktop application that converts 3D models into 2D papercraft templates in seconds using an optimized unfolding algorithm. Users can manually refine results by splitting and joining parts via 2D or 3D edge clicks, and can switch, add, remove, merge, and reshape flaps with automatic collision avoidance. Line styling is fully customizable — cutting lines, ridge-folds, and valley-folds can each be styled independently by color, width, and dash pattern. Finished templates can be exported in multiple formats for printing, external editing, or CNC cutting.

Comments: Users draw favorable comparisons to Pepakura Designer, a long-established Windows papercraft unfolding tool, questioning what differentiates Unfolder from it. One user appreciates the clean landing page design but hit a wall immediately upon launching the app, as it requires an OBJ file with no bundled samples — suggesting included example files would lower the barrier to engagement. Others note the Mac-only limitation as unnecessarily restrictive and question why the tool couldn't be offered as a cross-platform web app. A nostalgic note compares Unfolder favorably to the "golden age" of polished small Mac utilities.

The Electronic Frontier Foundation is leaving X after nearly 20 years, citing a collapse in reach — from 50–100 million monthly impressions in 2018 to ~13 million for all of 2025, meaning posts now get under 3% of former views. EFF had called on Musk to implement transparent content moderation, real E2E encryption for DMs, and greater user/developer control, none of which materialized; instead Musk disbanded the human rights team and cut staff in countries where Twitter had resisted censorship demands. EFF acknowledged the contradiction of staying on Facebook, Instagram, TikTok, and YouTube while leaving X, arguing those platforms reach marginalized communities — activists, organizers, small business owners — who depend on them and can't simply migrate to the fediverse. The organization frames its continued presence on other platforms not as endorsement but as pragmatic commitment to reaching people where they are, and says it will continue work on Bluesky, Mastodon, LinkedIn, and eff.org.

Comments: Commenters are divided, with many calling the move performative or ideologically motivated. The core tension: EFF's stated rationale — low impressions — sits uneasily alongside moving to Bluesky and Mastodon, which have far smaller audiences, suggesting the real driver is political disagreement with Musk. Several note posting to X costs nothing and scheduling tools make cross-posting trivial, making the departure seem like a gesture. Others point out EFF's own logic for staying on Facebook and TikTok — that people there deserve access to information — applies equally to X, a gap EFF never addresses. A former EFF staffer of 18 years details how the organization shifted from a broad progressive-libertarian coalition to a predominantly left-wing framing over the decades. Some dispute the impression numbers, noting likes and retweets on older EFF tweets appear comparable to recent ones. Others defend the departure, arguing X has become a hate-filled environment hostile to serious advocacy, while a minority argue EFF is abandoning the most uncensored major platform for more tightly moderated ones.

A hardware compatibility list rates various laptops for FreeBSD support across four categories: graphics, networking, audio, and USB, scored out of 8 total points. Several models achieve perfect 8/8 scores, including the ASUS TUF Gaming F15, Framework Laptop 13 (both Intel and AMD variants), Framework Laptop 16, Lenovo Yoga 11e, ThinkPad X270, HP EliteBook 845 G7, Lenovo IdeaPad 5, Lenovo ThinkPad T490, Aspire A315-24PT, and Latitude 7490. Others fall short due to networking issues: the TUXEDO InfinityBook Pro AMD Gen9 scores 6.25/8 (WiFi 0.25/2), the Lenovo ThinkPad T14s Gen 4 (AMD) scores 6/8 with completely unsupported Qualcomm WiFi (0/2), and the Lenovo ThinkPad T14 Gen 2 (AMD) scores 6.5/8 due to partial networking. The MacBook Pro 13 (2016), Latitude E4300, Beelink SER8, and Lenovo ThinkBook G6 each score 7–7.5/8 with minor WiFi or graphics deficiencies. WiFi support—particularly for MediaTek and Qualcomm chipsets—is the most common failure point across all tested hardware.

Comments: Users agree WiFi and suspend remain the most frustrating FreeBSD laptop pain points, with some noting the scoring system is misleading when half of networking fails yet a device still scores highly. ThinkPads from the T/X/W 2xx–4xx generations and the Latitude 7490 are praised for broad compatibility; Intel MacBooks also work well with proper setup. Pre-Alder Lake Intel hardware is flagged as a sweet spot, while heterogeneous-core CPUs should be avoided. FreeBSD is seen as rewarding to those willing to tinker, offering ZFS, jails, boot environments, decoupled OS/userland updates, and stability with less big-tech influence—but not suited as a mainstream daily driver. Some question whether broad hardware support is the best use of the small FreeBSD team's resources, with one user suggesting virtualization via Alpine Linux as an alternative path. Concerns are also raised about manufacturers changing internal components without updating model numbers, making compatibility lists less reliable for used hardware purchases.

Little Snitch, the macOS network firewall, has been ported to Linux using eBPF for kernel-level monitoring and written in Rust, with a web UI for headless systems. However, its core decision-making logic remains closed source, which the author considers a dealbreaker in a FOSS context — arguing that a security tool demanding blind trust is self-defeating. The author's existing stack relies on AdGuard Home for network-wide DNS-level blocking across all Proxmox nodes, which silently filters telemetry and trackers without per-machine agents or disruptive prompts. Application-level security is covered by Wordfence. The author acknowledges DNS blocking cannot intercept direct IP connections that bypass DNS resolution, but questions how relevant that risk is in a well-curated FOSS environment, and whether a closed-source tool would be the right answer even if it were. For application-level firewall needs, the author points to OpenSnitch, which is fully open-source and community-driven, though less polished. The author's conclusion is that proprietary binaries add complexity without adding meaningful trust, and that edge-level network control via transparent software is sufficient.

Comments: Commenters broadly echo skepticism about installing proprietary software on Linux, especially for something as sensitive as a network stack-level security tool. OpenSnitch and Pi-hole are cited as essential open-source alternatives that should be on every network. One commenter links to a prior Hacker News thread on the Linux Little Snitch port, where the developer acknowledged the partial open-source approach was a compromise — the alternative being keeping it entirely private, since it was originally written for personal use. The developer's position is that partial openness is better than none, and users who distrust it should simply not install it. Counterintuitively, one commenter questions whether OpenSnitch itself is trustworthy, without elaborating. A practical point raised is that Little Snitch's built-in web UI is a genuine differentiator for headless systems, with no clear equivalent available in OpenSnitch, suggesting there is a real usability gap the open-source ecosystem has yet to fill.

Frustrated by hitting Claude rate limits mid-session on a $100/month Max plan, the author restructured their AI tooling spend: Zed ($10/month), Cursor ($20/month), and OpenRouter credits ($70/month). The core complaint is "bursty" usage — subscription windows reset regardless of use, while OpenRouter credits roll over 365 days. Zed is praised for speed and built-in agent harness with context visibility, but lacks VSCode's extension ecosystem and caps Gemini context at 200k tokens natively vs. 1M via OpenRouter. Cursor is retained for filepath-regex-scoped rule application, debug mode, and anticipated Cursor 3.0 Rust rewrite. Claude Code can be redirected to OpenRouter by setting ANTHROPIC_BASE_URL, ANTHROPIC_AUTH_TOKEN, and model env vars. OpenRouter charges a 5.5% fee but offers multi-model access, cost tracking, Zero Data Retention endpoints, and credit rollover. Other CLI harnesses mentioned include OpenCode (TypeScript, polished) and Crush (Go, hard to configure). The author frames the switch as gaining flexibility over eliminating wasted subscription windows rather than purely cutting costs.

Comments: Users broadly validate the rate-limit frustration, with some reporting Claude Code consuming $600/month in equivalent API value from a $100 plan — suggesting heavy subsidization that makes direct cost comparisons misleading. Several note OpenRouter ended up 2–3x more expensive than subscription pricing for equivalent workloads. OpenCode with GLM 5.1 or Kimi K2 gets positive mentions as a Claude fallback, with one user noting it picked up CLAUDE.md files automatically. GitHub Copilot's $40 plan (GPT-5 and Claude, pay-per-request) is flagged as strong value alongside Gemini family subscriptions. Zed draws mixed reviews — fast but high TS language server memory usage, no emoji rendering on Linux, and no Claude Code Hooks support. A detailed comment compares subscription plans, flagging OpenCode Go ($10/month, high MiniMax limits) and BlackBox Pro ($10/month, unlimited MiniMax M2.5) as cheapest options. OpenRouter account bans without warning and at least one UK retail bank refusing OpenRouter transactions are cited as risks. Users also note that Zed and Copilot artificially cap Gemini context windows, while OpenRouter restores full sizes.

This 2008 manual by Jaeden Amero teaches Nintendo DS homebrew game development from legal context through a complete game case study called "Orange Spaceship." It covers the homebrew movement's legal standing, passthrough device history (PassMe, PassMe 2, NoPass, Slot-1/Slot-2 devices), and toolchain setup using devkitARM and libnds. Hardware-level topics include the DS's dual graphics engines (main/sub), nine VRAM banks (A–I, 16–128KB), Mode 5 affine backgrounds with 16-bit color, DMA via dmaCopyHalfWords, and the OAM (Object Attribute Memory) system managing up to 128 sprites per engine using 1D tiled layouts and fixed-point affine matrices. The programming progression builds from bitmap display to a C++ Ship class with velocity/acceleration physics, then adds D-pad and touch screen input via libnds's scanKeys/keysHeld/keysDown API, and finally PCM sound effects through the maxmod library. The guide uses grit for image-to-tile conversion, vblank synchronization for OAM writes, and DMA cache-flushing discipline, culminating in a controllable sprite with drag-able moon and thrust audio.

Comments: Commenters express nostalgia for learning programming through the DS homebrew scene around 2005–2010, citing devkitPro, PALib, and the active community as formative influences. Several note the guide is dated (2008) and flag modern alternatives: the BlocksDS SDK, an open-source DS flash cart from lnh-team.org, and the DSPico open-source Slot-1 cart, all used in a demo released at Revision demoscene party. One commenter argues the DS is the most advanced console still practical to program entirely via bare-metal memory-mapped registers with no SDK functions. A parallel resource for PS1 bare-metal programming in plain C is mentioned. Users discuss whether the techniques apply to 3DS and ask about wireless deployment to avoid physical card swapping. Others reference Rodrigo Copetti's architectural DS overview as a companion read, and one notes university OS courses using NDS assembly assignments to teach computer architecture hands-on.

Jure Triglav released an experimental WebGPU physics prototype implementing AVBD (Augmented Vertex Block Descent), a 2025 solver by Giles et al., supporting both rigid and soft bodies. The pipeline closely mirrors Algorithm 1 from the paper: broad-phase LBVH collision detection, narrow-phase manifold generation with warm-start persistence, greedy graph coloring for parallel primal solves, augmented-Lagrangian dual/stiffness updates, and final velocity reconstruction. Built with TypeScript, the project is open source (npm install/run dev) but is Chrome-only and not yet a plug-and-play module. One notable deviation from the paper is that double-buffered position updates for same-color conflicts are not yet implemented; the solver currently uses in-place colored body solves. Future work targets stability, performance, and usability. The reference paper's own demo exists at the Utah Graphics Lab, but observers find this implementation visually smoother.

Comments: Commenters are broadly enthusiastic, calling the demo impressive and smoother than the original Utah Graphics Lab reference implementation. One commenter asks whether the "Offset Geometric Contact" (OGC) paper from Utah could be integrated, suggesting a natural extension for contact handling. A developer expresses frustration with the broader state of 3D graphics on the web, noting that WebGL2 lacks compute shaders and that abstracting over both Vulkan and WebGPU adds complexity; existing options like wgpu, bgfx, or game engine middleware still fall short of a true write-once/run-anywhere renderer. One commenter raises a perennial complaint that web physics simulations still look "floaty," touching on a known challenge in real-time constraint-based solvers around damping and perceived realism.

Old English had a "dual" pronoun set for exactly two people: "wit" (we two), "uncer/unker" (our two), and "git" (you two), all vanishing by the 13th century. Professor Tom Birkett of University College Cork traces these in Old English poetry — the love poem Wulf and Eadwacer uses "uncer giedd" (our song, for two) with striking intimacy, and Beowulf features two warriors vowing to defend each other against whales. The dual survived the Norman conquest but disappeared by Middle English, last seen in "Havelok the Dane" (~1300). Birkett attributes the loss to language's tendency toward simplicity — the plural "we" already covered two people. Other pronouns also shifted dramatically: "she" merged from Old English "heo" and "seo"; "they/them/their" arrived with Viking Old Norse, replacing the ambiguous "hie"; and "thou/thee/thine" were displaced by the Norman French-influenced singular "you." Despite these losses, personal pronouns remain more stable than nouns or verbs, still retaining case distinctions (he/him/his) that English nouns lost entirely.

Comments: Commenters note English has shed multiple grammatical layers beyond dual pronouns — formal/informal second-person (you vs. thou), proper accusatives, and Yes/Nay distinctions tracking positive vs. negative framing. Dual pronouns survive in Slovene ("midva" = we two, "vidva" = you two) and Arabic, raising questions of independent development. The similarity of Old English "unc/uncer" to German "uns/unser" is noted with curiosity, though Wiktionary traces different Proto-Indo-European roots. Russian's special case declensions for plurals under five prompts curiosity about whether any language distinguishes "exactly two," "a few," and "many" grammatically. Hokkien's inclusive vs. exclusive "we" is raised as another pronoun dimension English lacks. Programmers joke that "git" meaning "you two" recontextualizes the version control tool, and the History of English podcast is recommended for deeper reading.

At fifteen, Claude Monet was already a commercially savvy artist in Le Havre, selling caricatures of local notables through a framing shop for 20 francs each, producing up to seven or eight daily. A small collection survives at the Art Institute of Chicago, donated largely by former mayor Carter Harrison IV. French art historian Rodolphe Walter called these works a "clandestine apprenticeship" for the son of bourgeois shipbuilders. Some subjects are now anonymous; others are identifiable, including Léon Manchon (treasurer of Le Havre's arts society), Jules Didier (depicted as a leashed "Butterfly Man"), and Henri Cassinelli, mocked via a pun on "croute" (daub). One 1859 drawing appears copied from famous caricaturist Nadar. The roughly 2,000 francs Monet earned—combined with a pension from his aunt—funded his move to Paris against his father's wishes. It was also at that framing shop that he first encountered mentor Eugène Boudin, who later introduced him to plein air painting. Monet's later boasts about potential caricature riches likely reflected frustrations selling Impressionism rather than genuine market realities.

Comments: Commenters note an ironic biographical arc: Monet, later criticized for what some saw as inhuman or overly realist depictions of people in his Impressionist work, began his career with caricature — a form defined by exaggeration and reductive distortion of human subjects. This inversion prompts reflection on how his artistic relationship with representing people evolved dramatically over his career.

OpenAI has paused its Stargate UK datacenter project, announced in September to coincide with a Trump state visit and celebrated by the British government as a boost to its AI ambitions. The company cites energy costs and the regulatory environment, though the specific barriers are unclear given the project already sits within a designated AI Growth Zone with streamlined planning and priority grid access. OpenAI says it still intends to proceed "when the right conditions" are met, and continues investing in UK talent and its MOU commitments for AI adoption in public services. The project would span multiple UK sites including Cobalt Park in North Tyneside, with partner Nscale, and planned 8,000 Nvidia GPUs scalable to 31,000 for sovereign compute covering public services, finance, research, and national security. Nscale declined to comment. Rising energy costs linked to Middle East instability may be a factor. Former UK Chancellor George Osborne leads OpenAI's international Stargate expansion, and former Deputy PM Nick Clegg sits on Nscale's board.

Comments: The comments are sparse and largely tangential. One user speculates that Anthropic (Claude) could step in to secure a UK deal instead, citing stronger brand perception — though there is no reporting to support this. Another user offers a brief, lighthearted quip about RAM. Neither comment engages substantively with the regulatory, energy, or infrastructure details covered in the reporting.

Astral outlines supply chain security for Ruff, uv, and ty following attacks on Trivy, LiteLLM, and tj-actions. For CI/CD, they ban triggers like pull_request_target, pin actions to commit SHAs via zizmor and GitHub policy, enforce permissions: {} per job, and isolate secrets into deployment environments. For privileged operations like PR comments, they use a GitHub App rather than Actions, though note apps still need careful development against injection attacks. Release security uses Trusted Publishing to remove long-lived credentials, Sigstore attestations for binaries and Docker images, immutable releases, no build caching, and a two-person approval gate via a release-gate environment. Dependency management uses Dependabot and Renovate with per-group cooldowns, financial upstream contributions, and conservative dependency policies. Org-wide controls include strong 2FA (minimum TOTP), branch/tag protection rulesets, admin bypass bans, and limited high-privilege accounts.

Comments: Users broadly praise the guide as actionable, though several question whether GitHub Actions can ever be truly secure given poor isolation defaults. A recurring critique is that SHA-pinning is insufficient when pinned actions pull mutable deps like Docker images, with some calling it "security theatre" and advocating owning CI pipeline code entirely. Multiple commenters invoke Nix/Guix as the logical conclusion of the reproducibility work being re-derived here after each supply chain incident. One maintainer notes StagEx produces fully source-bootstrapped uv binaries signed via a 25-year web of trust on geodistributed smartcards, yet the project has received only a single $50 donation. A commenter identifies the author as having also built PyPI's Trusted Publishing implementation at Trail of Bits. Others raise GitHub itself as an unaddressed single point of failure. Community responses include repomatic, a drop-in Python security tool encoding these practices, and asfaload, an open-source multi-sig file authentication solution. Several users expressed exhaustion at the complexity now required to ship software securely.

Using TCG strategy as a lens, the author argues that "aggro" — the simplest, fastest win strategy — functions as a metagame foundation in many competitive domains. In card games like Magic or Hearthstone, midrange and control decks must be built around the dominant aggro deck's pace, requiring counters to its specific threats. The same structure appears in StarCraft, where rush timings dictate when defenses must be ready, and in geopolitics, where military force underpins all diplomacy even when unused. Translating this to mathematics research, the author contends that the "aggro" equivalent is solo, direct work on hard technical problems — the simplest and most fundamental mode of research. All higher-level meta-strategies (attending seminars, networking, providing supporting roles) are meaningless without first mastering this foundation. Just as every Magic player must understand aggro decks to navigate the metagame — even if they never play one — every mathematician must know how to do independent research, even if collaboration ultimately defines their career.

Comments: Nothing to summarize!

Lichess, the free open-source chess platform, has signed a cooperation agreement with Take Take Take (TTT), a new chess app co-founded by Magnus Carlsen, to serve as its play zone infrastructure. TTT users will create Lichess accounts and play on Lichess servers, with TTT contributing financially to offset server load but gaining no influence over Lichess decisions. Lichess emphasized its independence, open-source nature, and privacy commitments remain unchanged. In a follow-up, Lichess addressed community concerns: user data won't be sold, donations won't subsidize TTT, and the arrangement is essentially expanded API access similar to what eBoard manufacturers already receive. Regarding Peter Thiel's indirect investment in TTT, Lichess characterized his exposure as incidental and small. Lichess framed the deal strategically — TTT failure returns the status quo while TTT success grows the open-source ecosystem — positioning itself as infrastructure for free online chess broadly, not just a playing platform.

Comments: Users broadly celebrate Lichess as an exceptional open-source public service, praising its clean interface, transparent finances, optimized infrastructure, and accessible APIs — notably its OAuth flow requiring no app registration or secrets. Several users who tried TTT reported seamlessly logging into their Lichess accounts and found its LLM-powered move explanations useful for newer players. The Magnus Carlsen angle generates commentary: he previously built a Chess.com competitor, sold it, became a Chess.com sponsor, and is now launching another competitor — prompting some sympathy for Chess.com and mild concern Lichess could be left in a weak position if Magnus shifts course again. Others reference the Netflix documentary on the Magnus vs. Hans Niemann drama as context for his motivation. Users hope the deal boosts Lichess donations without diluting its brand. One user wryly notes the deal's name mirrors OpenAI's approach to publishing. Bughouse support requests for Lichess also surface.

Thunderbird is requesting user donations, noting fewer than 3% of users fund all operations, with no advertising or corporate funding. The project operates under MZLA Technologies Corporation, a for-profit Mozilla Foundation subsidiary that receives zero Mozilla funding — all revenue comes from donors. Annual donations reached ~$8 million as of late 2024, spent primarily on developers. Active priorities include recently shipped Exchange support, Microsoft Graph protocol, JMAP, calendar UX improvements, an Android app, and a forthcoming iOS app. MZLA also plans to launch Thundermail, an email hosting service to diversify revenue and address demand to leave Gmail. The fundraising appeal has drawn scrutiny over Mozilla's ~$700 million in annual revenue (largely from Google), with many questioning why a for-profit subsidiary solicits donations while Mozilla funds unrelated initiatives. Users widely regard Thunderbird as the only truly cross-platform desktop email client, though criticism centers on slow development, UX regressions, poor plain text editing, and calendar performance issues.

Comments: The MZLA CEO confirmed Thunderbird receives no Mozilla funding and that Thundermail launches this year to supplement donations. Many users question the logic of a for-profit Mozilla subsidiary soliciting charitable donations — especially now that donor tax exemptions are gone — while Mozilla earns ~$700M annually from Google. Critics cite UX regressions, slow feature delivery, broken spam filters, missing filter import/export, and a calendar that pegs CPU parsing large datasets. Supporters counter that Thunderbird remains unmatched as a cross-platform client, praising seamless Linux migration and K-9/Android integration. The fundraising page drew criticism for dark patterns (email capture on back-navigation) and insufficient transparency about fund allocation. Recommended alternatives include Betterbird, Evolution, AERC, and em Client. Some advocate letting Thunderbird "die" to allow a cleaner rewrite, while others donated regardless, citing its open-source infrastructure importance. A recurring frustration is that Mozilla prioritizes unrelated projects and executive compensation over funding its flagship email client.

The article content failed to load (JavaScript-gated page), but based on comments, OpenAI introduced a new $100/month "Pro Lite" tier offering 5x the usage of ChatGPT Plus, sitting below the existing $200/month Pro plan which retains 20x usage. One commenter clarifies the effective usage ratios as: Plus = ~0.3x, new $100 Pro = ~1.5x, $200 Pro = ~6x (unchanged). The move is widely interpreted as a competitive response to Anthropic's Claude pricing, with several users noting the $100 price point mirrors Claude's Pro offering. The Codex tool retains limited access even on the free tier. The restructuring affects how model usage is counted, with Opus-class models counting at 3x versus standard models at 1x on GitHub Copilot as a point of comparison.

Comments: Commenters debate whether GPT-5.4 outperforms Claude Opus 4.6, with some reporting GPT-5.4 excelling at complex system programming tasks (e.g., reconstructing a SCSI controller for QEMU) while noting it is slower for simpler tasks. The new $100 tier is viewed favorably by users who found the $200 plan hard to justify, with several considering splitting subscriptions between Claude and OpenAI's Codex. Trust concerns about OpenAI and data privacy are raised, with skepticism about Sam Altman's credibility cited as a barrier to adoption. Some note the effective usage ratios make the new tier less generous than it appears at face value. Others observe the competitive pressure from Anthropic is clearly driving the pricing move, and flag that API/rate billing remains the practical choice for serious users regardless of subscription tier restructuring.

Little Snitch, the popular macOS network monitor, has launched a free Linux port that uses eBPF to intercept outgoing connections, track per-process traffic, and enforce user-defined rules and blocklists. The web UI runs at localhost:3031 and supports blocklists in hosts, domain, and CIDR formats from providers like Hagezi and oisd.nl, though regex/glob patterns and the macOS .lsrules format are unsupported. Configuration is managed via TOML overrides in /var/lib/littlesnitch/overrides/config/, covering authentication, default-deny mode, and process grouping heuristics. The eBPF program and web UI are GPLv2 open source on GitHub, but the core daemon is proprietary freeware. Critically, the tool is positioned as a privacy aid, not a security tool: under heavy traffic, eBPF map overflows can prevent reliable process-to-packet attribution, and hostname reconstruction relies on heuristics rather than the deep packet inspection used in the macOS version. The default web UI has no authentication, meaning any local process could theoretically modify rules or disable the filter. Linux kernel 6.12 or higher is required.

Comments: Users highlight the closed-source daemon as a key concern, noting the irony that a tool meant to catch phoning-home software cannot itself be audited — and may contradict the developer's own blog post warning about vendor auto-update risks. Several report severe performance issues on install, including 100% CPU usage, 13.7GB memory consumption, and battery drain. OpenSnitch is repeatedly cited as a mature, fully open-source alternative that many Linux users already rely on, with Portmaster also mentioned. A security concern is raised about process-spoofing bypasses — e.g., a malicious script launching an allow-listed browser to exfiltrate data. Some dispute the claim that eBPF is inherently less capable than macOS DPI, pointing to production-grade tools like Cilium and Calico. Users also ask about fail-open vs. fail-closed behavior during map overflow. The free-forever pricing is seen as acknowledgment that paid Linux desktop tools rarely succeed commercially. Positive reactions focus on UI quality and easy setup, and some Mac users are asking for a way to donate. Comparisons to ZoneAlarm, Lulu, and Simplewall round out the discussion.

Ruby Native is a framework-agnostic Ruby gem powering native iOS UI by rendering hidden HTML elements with data-native-* attributes, which a MutationObserver translates into real native UI — fully decoupled from whatever generates the HTML. This allowed React and Vue support to be added without native-side changes. Each framework gets an idiomatic API: ERB uses Ruby block/builder patterns; React and Vue use thin stateless components mapping props to data attributes. The author relied on daily Inertia/React/Vue users to validate API feel, noting that reading docs differs from the intuition of daily use. Regressions are caught via XCUITest suites running against three real Rails demo apps (Beervana/Hotwire, Coffee/React, Habits/Vue), asserting on native UI behavior rather than HTML or JS internals. A user question about Sinatra support revealed the abstraction is portable beyond Rails, since the signal-element pattern is pure HTML and the React/Vue components have no Rails dependency.

Comments: Commenters draw parallels to Hotwire Native, noting Ruby Native occupies a similar conceptual space. One user resonates with the framework-agnostic insight, sharing their own experience decoupling a Ruby engine from Rails and advocating for a healthier Ruby ecosystem beyond Rails. A practical question is raised about pricing: specifically whether the $299/month starter tier is inclusive of Apple and Google app store fees or sits on top of them — a key consideration for evaluating total cost of ownership.

RavensBlight is a free online paper toy shop offering dozens of printable gothic-themed papercraft projects, all designed to be assembled with scissors, glue, and heavy card stock printed at actual size. The catalog spans architectural models (haunted houses, a lighthouse, cemetery, manor, chapel), vehicles (ghost ship, pirate ship, hearse carriage, battle-hearse, ghost train, phantom semi, WWI fighter plane), wearables (vampire/zombie/skull/werewolf masks, medieval helmets, goggles, jewelry, weapons like swords, axes, and a ray gun), decorative items (candelabras, gargoyles, shrunken heads, coffin gift boxes, skeleton marionette), functional items (pinhole camera, book safe, Necronomicon notebooks, EMF meter blowgun), and board games (chess, checkers, ring toss, catapult game, dungeon crawl). Monster figure sets span zombies, witches, vampires, werewolves, and robot minions. The site also includes novelty items like a fortune-telling pendulum, spirit board, dream shredder mobile, and magic tricks. The overall aesthetic is darkly humorous gothic horror, with each item described in tongue-in-cheek narrative copy. The site design reflects a classic late-1990s web style.

Comments: Users find RavensBlight particularly well-suited for tabletop RPGs and miniature wargaming, noting it makes the hobby accessible without significant expense — a concept known in Warhammer circles as "poorhammer" or "paperhammer." Several users draw comparisons to Brøderbund's 1986 software "The Toy Shop," which allowed users to print and assemble working mechanical paper toys like a steam shovel and clockwork bank, with a copy still available on the Internet Archive. Others recommend related papercraft resources including Peter Dennis' Peterspaperboys.com for wargaming miniatures, and the classic Dragon Illusion Papercraft. Mac users are pointed to Unfolder for creating original models, and the search term "papercraft" is noted as yielding many additional results. One user shares a customizable silly-face papercraft tool. Practical questions arise about appropriate glue types, paper weight, and scale for use as RPG scenery. One user notes a striking visual illusion caused by the site's bright red and blue text rendering, particularly on mobile. The site's retro 1990s web aesthetic is noted approvingly.

Pizza Tycoon (1994) simulated city traffic on a 25 MHz 386 CPU using two elegant tricks: road tiles encoded movement direction directly, making roads one-way conveyor belts so cars needed no pathfinding — the map told them where to go. Cars move one pixel per tick; heavier tile-boundary logic runs only once every 16 ticks, and spawn timing is staggered by randomizing each car's initial progress counter to spread CPU load. Collision detection is brute-force O(n²) but bails immediately on direction mismatches, so most of ~625 checks per frame resolve in a handful of instructions with no coordinate math. Blocked cars wait 10 ticks, creating natural-looking queues. Cars exiting the screen respawn in the opposite lane, avoiding global respawn logic. The author spent 14 years reimplementing the game before studying the original assembly (with LLM help) and discovering his failures stemmed from over-engineering: scene graphs, pathfinding, and collision grids were all unnecessary. The original's constraints forced a cleaner design than modern approaches typically produce.

Comments: Users celebrate the constraint-driven elegance, noting the 25 MHz CPU forced a cellular automaton model — rules in cells, not agents — producing more natural emergent behavior than scripted AI. Several draw parallels to Factorio's conveyor belt optimizations and blockchain gas costs forcing closed-form algorithms. Nostalgic players recall exploiting the sequel (Pizza Connection 2) by cornering real estate, sabotaging competitors with cockroaches, and crafting oddly-rated pizza recipes; the game is notably absent from GOG. Some correctly observe that cars having no destination is the deeper reason pathfinding is unnecessary — tile-direction encoding is a consequence, not the cause. One commenter spots a stuck car in the final GIF, consistent with the author's acknowledged collision bugs at intersections. Others admire the 14-year development arc as an antidote to rushed "vibe coding," and ask about game jams focused on extreme hardware efficiency akin to the demoscene.