Meta Lands $3.3B Data Center Giveaway!

Solar rhythm of sleep compared to modern social norms

Key Points

• The article argues that continuous eight-hour sleep is a modern pattern tied to 9-to-5 schedules and artificial lighting.
• It describes seasonal sleep patterns in agrarian Mediterranean societies, including summer siestas and winter segmented sleep.
• Greece is presented as a modern example where split-day schedules and siesta-related quiet hours still persist.

UK Government Kicks Out Palantir

Key Points

• MHCLG says it exited a supplier contract and moved the Homes for Ukraine data service in house.
• The article identifies Palantir as the previous supplier and links the original deal to urgent procurement rules.
• A National Audit Office report cited by the article described early rollout problems and lack of normal testing.

Ask HN: How to be SOC2 Type 2 compliant as a solo-entreprenuer?

Key Points

• A solo founder asked if SOC 2 Type 2 is feasible without spending over $20,000 on auditors.
• Comments in the article content say separation-of-duties requirements make formal compliance difficult for a one-person company.
• Some customers may accept questionnaires or risk sign-off instead of requiring full SOC 2 Type 2 certification.

Building ML framework with Rust and Category Theory

Key Points

• The book is a working draft that uses category theory and Rust to build a small machine-learning system.
• It treats category theory as a practical engineering tool for typed program structure and ML pipelines.
• The draft is open for public feedback and is authored by Hamze Ghalebi and Farzad Jafarranmani.

Show HN: GlycemicGPT – Open-source AI-powered diabetes management

Key Points

• GlycemicGPT is an alpha, open-source, self-hosted diabetes platform that adds AI-powered analysis to monitoring workflows.
• Current device support includes Dexcom G7 and Tandem t:slim X2, with planned Nightscout integration and community-driven expansion.
• The platform emphasizes suggestions-only safety, BYOAI provider choice, and local control of health data through self-hosting.

Explore Wikipedia Like a Windows XP Desktop

Key Points

• explorer.samismith.com turns Wikipedia categories into folders and articles into documents in a Windows XP-style interface.
• The project includes a Wikimedia Commons browser with image wallpaper-setting functionality.
• An in-progress Geofile Explorer extends the same file-system metaphor to navigating Earth and adding media or notes.

Show HN: Find the best local LLM for your hardware, ranked by benchmarks

Key Points

• whichllm ranks local LLMs for a user’s hardware using fit, benchmark quality, and speed estimates.
• The tool uses live Hugging Face model data and benchmark sources rather than a static size-based recommendation list.
• It supports hardware detection, GPU simulation, task-specific filtering, direct model runs, JSON output, and GGUF execution via llama-cpp-python.

Geography is four-dimensional

Key Points

• The article argues that place should be understood together with time, not as a static concept.
• Examples from India, Los Angeles, and China show how outdated experiences can distort present-day descriptions.
• The author applies the idea to his own identity, describing himself as being from an earlier version of America.

O(x)Caml in Space

Key Points

• Borealis, Parsimoni’s pure-OCaml CCSDS stack, booted in low Earth orbit inside DPhi Space’s ClusterGate-2 module.
• The system uses BPv7, BPSec, and OTAR, with encrypted and authenticated bundle-based communications and post-quantum key support.
• Because the payload lacks direct networking, DPhi’s file-transfer API is used as a delay-tolerant transport for satellite communications.

Where's Ed: Anthropic Told Court $5B but Public $19B

Key Points

• A March 9, 2026 court affidavit by Anthropic CFO Krishna Rao stated total revenue to date was “exceeding $5 billion.”
• The article lists Anthropic’s public annualized revenue figures climbing to $19 billion by March 3, 2026.
• Using implied monthly revenue from those run rates, the article says Ed Zitron estimated cumulative revenue at roughly $6.66 billion.

Steve Jobs Next Computer: His Forgotten Exile Years

Key Points

• Geoffrey Cain’s new book examines Steve Jobs’s often-overlooked NeXT years from 1985 to 1997.
• The article says NeXT’s software work became foundational to later Apple operating systems.
• Cain argues Jobs returned to Apple as a more mature leader, helping drive the company’s turnaround.

Welcome to the Strip Mining Era of OSS Security

Key Points

• Metabase says vulnerability reports increased from about 10 per month to 10 per week.
• The article links the increase to improved LLM-powered and automated code scanning.
• It argues the shift reflects a broad improvement in coding agents, not a single security vendor.

SigNoz (YC W21, open source Datadog) Is hiring for growth and engineering roles

Key Points

• SigNoz lists 13 full-time openings across five departments.
• Roles are available in India, the United States, and multi-region combinations including EU eligibility.
• Growth has the highest number of openings, and four roles are marked remote.

Radicle: Sovereign {code forge} built on Git

Key Points

• Radicle has moved its website from radicle.xyz to radicle.dev and describes itself as a decentralized code forge built on Git.
• The platform uses Git, cryptographic identities, and a custom gossip protocol to support peer-to-peer code collaboration.
• Radicle emphasizes local-first workflows, user-run nodes, modular tooling, and open-source licensing under MIT and Apache 2.0.

NanoTDB – Golang Append-Only Time Series DB

Key Points

• NanoTDB is an embedded append-only time-series database built for resource-constrained systems and plain-file storage.
• Each database uses a WAL, metric catalog, and immutable compressed partition files for ingestion, recovery, and querying.
• The article specifies strict timestamp ordering, fixed metric typing, a line protocol, and a compact WAL record format.

Too dangerous or just too expensive? The real reason Anthropic is hiding Mythos

Key Points

• Anthropic limited Claude Mythos Preview to about 40 vetted organizations through Project Glasswing.
• The company said the model could autonomously find and exploit zero-day vulnerabilities, creating security risks if widely released.
• The article says compute costs, infrastructure limits, and pricing may also help explain why access remains restricted.

The old world of tech is dying and the new cannot be born

Key Points

• The article challenges simplified historical myths about Iceland and Viking identity.
• It argues that western Christian culture encourages a before-and-after view of change.
• It presents Kuhn’s paradigm shift as a gradual process of diffusion rather than a single revelatory event.

Cursing the government does not fix potholes. Spray-painting them does

Key Points

• Residents spray-painted neglected potholes after other complaint channels failed, and the article says repairs followed within weeks.
• The article presents the action as a broader demonstration that small, visible civic interventions can influence local government response.
• It cites a similar later example in Sofia, Bulgaria, linking both incidents to a wider ARTivism approach.

The Wonders of AI: We Are Retiring Our Bug Bounty Program

Key Points

• Turso ended its $1,000 data-corruption bug bounty after maintainers were overwhelmed by low-quality submissions.
• The company says the reward conflicted with its goal of remaining open to contributors by making the project a target.
• Turso says the bounty was meant to complement extensive testing for its SQLite rewrite, but external reports became too costly to manage.

Amazon workers under pressure to up their AI usage–so they're making up tasks

Key Points

• Employees told the Financial Times that Amazon is pressuring them to use more AI at work.
• Some workers reportedly used MeshClaw for unnecessary tasks to boost tracked token usage.
• Amazon denied claims of a company-wide AI metric and employee leaderboard.

AI is wiping out entry-level jobs

Key Points

• AI is reducing or reshaping entry-level roles by automating many routine tasks.
• Internship shortages are contributing to a wider experience gap for graduates entering the workforce.
• The article recommends embedding experiential learning in curricula and strengthening employer partnerships.

A 0-click exploit chain for the Pixel 10

Key Points

• Researchers updated a Dolby zero-click exploit from Pixel 9 to Pixel 10 by changing offsets and overwrite strategy.
• Because BigWave is absent on Pixel 10, the chain used a newly found VPU driver flaw instead of the prior privilege-escalation method.
• The VPU mmap bug can map arbitrary physical memory into userspace, allowing access to and modification of the kernel image.

Power Tools Got Worse on Purpose. Who Owns DeWalt, Craftsman, and Milwaukee?

Key Points

• TTI bought Milwaukee in 2005 and, according to the article, invested heavily in R&D while keeping the brand’s engineering team intact.
• Milwaukee expanded products, facilities, and headcount, with the article citing roughly $8 billion in revenue and over 10,000 global employees.
• The article says Stanley Black & Decker pursued aggressive acquisitions but ended up with overlapping brands and leadership turnover in its tools business.

Trade Dollars with other startups. Book it as revenue

Key Points

• RevSwap.ai is portrayed as a fictional platform for startups to swap identical payments and count them as ARR.
• The article includes a step-by-step workflow and example transactions to illustrate the mock revenue-swapping model.
• Testimonials, FAQs, and platform metrics reinforce the satirical critique of startup fundraising and reported growth.

ASCII by Jason Scott

Key Points

• Jason Scott says 13,000 rescued manuals are now online at the Internet Archive after an 11-year effort.
• The collection was physically saved from disposal, moved multiple times, and sorted by volunteers before digitization.
• DLARC provided major funding for scanning, while some manufacturer-linked manuals were intentionally left unscanned.

Check Your Fucking Sources, People

Key Points

• The article says a crow-cleaning story about Sweden misrepresented a limited, abandoned startup pilot.
• The author could not verify a quoted SmartBear/Cisco statistic through the cited links or the original study.
• The article argues that AI-assisted content can generate plausible but unsupported claims, making source verification essential.

Show HN: Watch a neural net learn to play Snake

Key Points

• tinyppo-snake is an in-browser Snake training demo based on PPO reinforcement learning.
• The displayed session fails to initialize because no WebGPU adapter is detected.
• The interface includes training metrics, rollout viewing, parameter inspection, and run management tools.

I built Zenith: a live local-first fixed viewport planetarium

Key Points

• Zenith makes Earth’s rotation visible in real time by showing a highly magnified live local sky view.
• The application uses local location data only and defaults to Stonehenge if permission is declined.
• Pan-STARRS1 imagery from STScI’s MAST archive provides the resolution and coverage needed for the browser-based observatory.

The sigmoids won't save you

Key Points

• The article says eventual sigmoid behavior does not reveal when AI progress will slow.
• It uses epidemics, airspeed records, birthrates, solar deployment, and AI benchmarks as comparative examples.
• Its conclusion is that forecasting requires understanding underlying mechanisms, not just fitting a slowdown curve.

I love Linux, but I can't quit Windows

Key Points

• The author reports repeated unsuccessful attempts to adopt Linux desktop distributions over about 20 years.
• Recent Linux problems included unexplained web slowdowns and a frozen update utility on a fresh Fedora install.
• The author prefers Windows because its annoyances are more predictable and less time-consuming than Linux failures.

Image-blaster: Creates 3D environments, SFX, and meshes from a single image

Key Points

• Image-blaster creates 3D environments, object meshes, and sound assets from a single input image.
• The workflow relies on Claude, World Labs, and FAL, with setup centered on a GitHub repo and API keys.
• The tool supports integration with major game engines, DCC tools, and web app frameworks.

OpenAI is connecting ChatGPT to bank accounts via Plaid

Key Points

• OpenAI is launching a Plaid-based bank account connection for ChatGPT Pro users in preview.
• The feature provides financial dashboards and advice while exposing ChatGPT to detailed account, transaction, debt, and investment data.
• The article says important questions remain about data retention, training use, and long-term safeguards for sensitive financial information.

Hightouch (YC S19) Is Hiring

Key Points

• Hightouch positions itself as a Series D startup using a hiring message centered on growth, performance, and culture.
• The article highlights core values including ambition, kindness, speed, humility, listening, and focus on business impact.
• It lists remote-friendly operations, offices in San Francisco, NYC, and London, and benefits such as health coverage, wellness support, and flexible PTO.

We don't know why Malawi is poor

Key Points

• Malawi began the post-1994 period in better condition than Rwanda but now has far lower GDP per capita growth.
• The country remains among the world’s poorest, with widespread poverty, low electrification, and heavy dependence on smallholder agriculture.
• The article argues that common explanations like war, isolation, or state collapse do not adequately explain Malawi’s persistent poverty.

I designed a nibble-oriented CPU in Verilog to build a scientific calculator

Key Points

• The project builds a scientific calculator in FPGA hardware with a custom soft CPU and microcode.
• It provides simulation, debugging, testing, and FPGA synthesis workflows using tools such as Verilator, Qt, Quartus, and ModelSim.
• The repository also includes verification-focused pathfinding projects and is released under a CC BY-NC-SA 4.0 license.

U.S. DOJ demands Apple and Google unmask over 100k users of car-tinkering app

Key Points

• The DOJ is seeking app and purchase records from Apple, Google, Amazon, and Walmart related to EZ Lynk users.
• The subpoenas are tied to a Clean Air Act case alleging EZ Lynk sold tools used to bypass diesel emissions controls.
• The dispute could influence future legal standards for digital privacy in regulatory enforcement.

Aperio Lang

Key Points

• Aperio is presented as a language built for LLM-driven coding rather than traditional human-machine tradeoffs.
• Its core abstraction, the `locus`, is intended to align code structure with a developer’s mental model of a system.
• The article provides a matchmaker example and suggests testing the approach in existing codebases with LLM coding tools.

Show HN: Sx – an open-source package manager for AI skills, MCPs, and commands

Key Points

• Sx is an open-source package manager for AI assets such as skills, MCP configs, commands, rules, agents, and hooks.
• The tool emphasizes centralized versioning, scoped installation, and compatibility across multiple AI clients.
• It includes CLI, analytics, audit, and cloud relay features for sharing local vault content with web-based AI clients.

Feedr v0.8.0 – a TUI RSS reader, now read the full article from your terminal

Key Points

• Feedr v0.8.0 adds inline full-text article extraction through Mozilla Readability.
• The application provides feed organization, filtering, search, read tracking, OPML import, and authenticated feed support.
• Installation is available via Cargo, Arch Linux AUR, or source build, with configuration through CLI, TUI, and TOML files.

Bun Rust rewrite: "codebase fails basic miri checks, allows for UB in safe rust"

Key Points

• A Bun Rust rewrite issue reports undefined behavior detected by miri.
• The failure involves `PathString::slice` constructing a byte slice from a dangling pointer.
• The provided reproduction drops the backing boxed data before calling `slice()`, leading to invalid memory access.

Show HN: Find local farms near you with raw dairy, pasture eggs, and more

Key Points

• farm-to-door is a free-to-browse U.S. directory for finding farms that deliver food directly.
• Farmers can list on the platform for free, with no commission and no markup on prices.
• The site’s interactive map and filters require JavaScript, with email offered as a fallback for listings.

Waymo recalls 3,800 robotaxis after they drive into flood waters

Key Points

• Waymo is recalling about 3,800 U.S. robotaxis over software that may let vehicles enter flooded roads.
• The recall follows flood-related incidents in Austin and an April 20 San Antonio event that triggered an NHTSA probe.
• Waymo says it has added weather-related operational mitigations and is developing further software safeguards.

Travelers on Air Force One ordered to throw away gifts, phones after China trip

Key Points

• Travelers on Air Force One discarded China-issued items and burner phones before departure from Beijing.
• The discarded items included badges, lapel pins, and staff burner phones used during the trip.
• The article presents the move as likely tied to security concerns amid longstanding U.S. espionage concerns about China.

The nuclear-physics infrastructure behind PET scans

Key Points

• Los Alamos transformed isotope expertise from nuclear weapons-era research into biomedical applications.
• Carbon-13 enrichment was critical to the development of NMR spectroscopy and the broader path to MRI.
• Large-scale isotope production and NIH-backed research infrastructure at Los Alamos supported biology, biomedicine, and ongoing medical imaging work.

Building a UMatrix Replacement

Key Points

• The article explores how to rebuild uMatrix-like controls under Manifest V3 after similar functionality disappeared from uBlock Origin Lite.
• Ormandy proposes using declarativeNetRequest plus Content Security Policy instead of MV2-style blocking callbacks.
• He introduces matrix³ as an early prototype showing the approach is technically viable.

WinCE64 – Windows CE 2.11 for N64

Key Points

• WinCE64 runs stock Windows CE 2.11 on a real Nintendo 64 using custom low-level support code and drivers.
• The project supports desktop UI, SD card file access, controller-based cursor input, audio playback, and launching third-party CE 2.11 executables.
• Building requires external proprietary SDK files, libdragon, EverDrive-64 X7 hardware, and host-side tools including Wine and Python.

Show HN: Claude Code vs. Codex Global Usage Leaderboard

Key Points

• CostHawk ranks public Claude Code, Codex, and Cursor users by token consumption.
• The service says it stores only usage metadata, not prompts, responses, or source code.
• The platform emphasizes local-first telemetry, encrypted credentials, and opt-in synchronization controls.

Echoes (Live at Pompeii)

Key Points

• The content is a lyrical text titled “Echoes (Live at Pompeii).”
• Its themes move from natural imagery and uncertainty toward human connection and awakening.
• The closing lines contrast darkness with morning light and end with an outward call across the sky.

Microscale Thermite Reaction

Key Points

• A microscale thermite demonstration uses two rusty iron balls, one wrapped in aluminum foil, struck together to trigger the reaction.
• The article explains the reaction as a highly exothermic redox process that can reach about 2200 °C and produce molten iron sparks.
• It provides safety and setup guidance, including goggles, protective clothing, foil inspection, and instructor-only operation.

Trevor Howsam Limited: 19th- and 20th-Century Props and Wallpaper

Key Points

• Trevor Howsam Limited is a Boston, Lincolnshire-based family-run supplier of period props and wallpaper with over 43 years of experience.
• The company serves film, television, theatre, commercials, and shop window dressing projects.
• Its wallpaper stock exceeds 100,000 rolls and spans late Victorian styles to the early 2000s.

Meta to receive $3.3B in tax breaks for its $10B Louisiana data center

Key Points

• Meta’s Louisiana Hyperion data center is estimated to receive $3.3 billion in tax breaks.
• The subsidy estimate is tied to a 20-year sales tax exemption on equipment, including GPUs for AI workloads.
• The article frames Hyperion as part of a nationwide expansion of subsidized AI data center development.

The Zulip Foundation

Key Points

• Tim Abbott is leaving full-time Zulip leadership to join Anthropic, alongside three senior team members.
• Kandra Labs is being donated to the nonprofit Zulip Foundation, which will formally steward the project.
• Zulip says operations and customer services, including Zulip Cloud and support contracts, will continue without interruption.

California bill would require patches or refunds when online games shut down

Key Points

• The California bill would require refunds or an independently playable version when online game support is shut down.
• The proposal also mandates 60 days’ notice before ending services necessary for normal gameplay.
• Support came from Stop Killing Games, while the Entertainment Software Association opposed the bill over licensing and operational concerns.

Palantir has hired more than 30 senior UK Government officials

Key Points

• The Nerve reported that Palantir hired 32 senior UK public-sector officials since 2012.
• The reported hires coincide with growing Palantir contracts across UK government bodies, including the NHS and MoD.
• Transparency experts warned of corruption risks, while Palantir denied pursuing a revolving-door strategy.

Mitchellh – I strongly believe there are entire companies now under AI psychosis

Key Points

• Mitchell Hashimoto said on X that some companies are under 'heavy AI psychosis.'
• He did not name any specific people or companies, citing personal relationships and respect.
• The article mainly consists of the social media post plus Hashimoto’s profile credentials.

London Police Deploy Facial Recognition at Protest for First Time

Key Points

• The Met plans to use live facial recognition at a Camden protest, described as a first for a UK protest.
• The operation will also use drones, and the Met says it is based on intelligence about possible public safety threats.
• The article ties the move to a Croydon pilot where static facial recognition cameras scanned over 470,000 faces and led to 173 arrests.

The day the Pintupi Nine entered the modern world

Key Points

• The Pintupi Nine were encountered in 1984 after decades of isolation in Western Australia’s desert.
• Their separation from other Pintupi followed government removals linked to British Blue Streak missile testing in the 1950s.
• The article uses firsthand memories from Yukultji and Takariya to describe traditional nomadic life and first encounters with modern technology.

Waymo driverless cars become trapped in Atlanta suburb after glitch

Key Points

• Empty Waymo driverless cars were seen circling a cul-de-sac in an Atlanta suburb.
• The vehicles use artificial intelligence for routing and safety and operate without human assistance.
• Waymo said it had already addressed the routing behavior and noted its service is deployed in more than 10 US cities.

Naturally Occurring Quasicrystals

Key Points

• The article says the first three natural quasicrystals were all found in the Khatyrka meteorite in Russia.
• It details three Khatyrka quasicrystals and describes their structures using higher-dimensional lattice models.
• A Nebraska fulgurite example shows that some quasicrystal formation events can blur the line between natural and human-caused origins.

How to Write to SSDs [pdf]

Key Points

• The paper argues database systems should adopt out-of-place writes to better match SSD behavior.
• A redesigned out-of-place LeanStore significantly improves throughput and reduces flash-write amplification on YCSB-A and TPC-C.
• The proposed architecture is presented as compatible with newer SSD interfaces including ZNS and FDP.

Hawaii passes law bypassing Citizens United, governor signs it

Key Points

• Hawaii signed a law that seeks to block corporate election spending through a new legal definition of corporations.
• The law is a direct response to the campaign finance framework established by the 2010 Citizens United ruling.
• The article cites sharp growth in outside and dark-money political spending, alongside expectations of legal challenges to the measure.

A SQL-Inspired Query Language Designed for Event Sourcing (2025)

Key Points

• EventQL is a SQL-inspired query language built for querying event-sourced systems.
• The language treats event metadata and hierarchical subjects as first-class query elements.
• Its design emphasizes explicit projection and index-friendly query patterns for better event-store performance.

OnlyCats – TikTok for Cats

Key Points

• OnlyCats displays cat posts aggregated from Reddit’s r/cutecats subreddit.
• Each entry includes images, a title, poster attribution, and a source link back to Reddit.
• The page also contains a creator support link and a visitor map widget.

Spectre Programming Language

Key Points

• Spectre is a contract-based low-level programming language emphasizing safety and immutability by default.
• It combines compile-time contract checking with automatic runtime checks when compile-time proof is not possible.
• The language uses manual memory management and compiles through QBE IR, with experimental LLVM/C99 backends and C translation support.

The main thing about P2P meth is that there's so much of it (2022)

Key Points

• The article investigates whether P2P meth is chemically different from older ephedrine-based meth.
• It links the shift to P2P production to precursor restrictions in the U.S. and Mexico and cites DEA data showing the transition.
• It explains that isomer mix, especially early l-meth content in P2P meth, is one possible explanation for reported differences, though that gap appears to have narrowed by 2019.

Erlang/OTP 29.0

Key Points

• SSH and SFTP defaults were tightened, and SSL now prefers a post-quantum hybrid key exchange algorithm.
• The release adds new modules and language features, including io_ansi, ct_doctest, native records, and new comprehension capabilities.
• Compiler, JIT, and warning-system updates aim to improve performance, code quality, and future language cleanup.

ESP-EEG is an affordable 8-channel biosensing board

Key Points

• Cerelog’s ESP-EEG is an 8-channel EEG/EMG/ECG biosensing board positioned as a lower-cost alternative to OpenBCI Cyton.
• The hardware uses the Texas Instruments ADS1299 and supports OpenBCI GUI workflows via Lab Streaming Layer plus BrainFlow.
• Wireless hardware exists but firmware is not ready, so current USB-only use lacks electrical isolation and requires safety caution.

Show HN: Epiq – Distributed Git based issue tracker TUI

Key Points

• Epiq is a Git-based distributed issue tracker with a terminal interface.
• It uses Git worktrees, state branches, and event replay instead of a separate central service.
• The tool is installed with npm and runs inside an existing Git repository.

'No Way to Prevent This,' Says Only Package Manager Where This Regularly Happens

Key Points

• The article depicts a fictional large-scale npm supply-chain attack affecting enterprise applications and user data.
• It criticizes dependence on deeply nested third-party packages and permissive install behavior as core risk factors.
• It contrasts npm with Go, Rust, and native Web APIs as ecosystems portrayed as less exposed to similar dependency failures.

The Bird Eye Was Pushed to an Evolutionary Extreme

Key Points

• Bird retinas largely lack blood vessels despite extreme energy demands.
• A January 2026 *Nature* study found that bird retinas function without oxygen.
• The discovery may help researchers study oxygen deprivation and the evolutionary limits of tissue survival.

Additive Blending on the Nintendo 64

Key Points

• The PlayStation's additive blending clamps overflow, while the N64 RDP allows values to wrap around.
• N64 additive blending is configurable but produces poor results for bright effects without clamping.
• The article proposes a workaround using a dimmed 32-bit intermediate buffer followed by clamped conversion to 16-bit output.

I broke AppLovin's mediation cipher protocol

Key Points

• The article claims AppLovin’s mediation cipher can be reversed and thousands of captured requests decrypted.
• The decrypted payload allegedly includes detailed device fingerprint data and partner-network tokens in ATT-denied sessions.
• The protocol is described as using embedded secrets, a constant salt, and no AEAD or MAC, with timestamp leakage through the counter.

Ploopy Bean: a trackpoint for every computer

Key Points

• Ploopy is selling the Bean Pointing Stick through a three-tier preorder schedule with defined shipping windows.
• The device ships fully assembled and includes listed hardware components plus an optional USB-A to USB-C cable.
• QMK is preloaded by default, and firmware can be updated using QMK Toolbox or QMK Configurator.

I Bought a “Junk” PSP From Japan

Key Points

• The article follows a 2026 attempt to buy and restore a low-cost Sony PSP from Japan.
• Buyee is presented as the main tool for accessing Japanese marketplaces and forwarding purchases internationally.
• Japanese “junk” PSP listings may still be worthwhile, but buyers need to inspect each listing carefully.

NYT and Vaping: How to Lie by Saying Only True Things

Key Points

• The essay says EVALI was caused by illicit THC vapes contaminated with vitamin E acetate, not legal nicotine vapes.
• It argues a 2022 New York Times article used technically true but ambiguous phrasing to imply nicotine products caused a lung injury case.
• The piece presents the episode as an example of how media framing and category conflation can shape public health perceptions.

SQL patterns I use to catch transaction fraud

Key Points

• The article argues that SQL is the core tool for finding fraud patterns in transaction logs.
• It demonstrates velocity detection with both grouped counts and sliding-window SQL queries.
• It shows how to detect impossible travel by combining previous-transaction lookup, time differences, and haversine distance calculations.

England Runestones

Key Points

• The England runestones are about 30 Scandinavian runestones referring to Viking voyages to England.
• Several inscriptions connect Viking activity in England with Danegeld payments, including references to Canute the Great.
• Most of the runestones are located in Sweden, and the article gives a detailed inscription example from Uppland, U 194.

Orthrus-Qwen3: up to 7.8×tokens/forward on Qwen3, identical output distribution

Key Points

• Orthrus uses a Qwen3 backbone to enable faster parallel token generation while preserving the base model’s exact predictive distribution.
• The released 1.7B, 4B, and 8B models report average speedups of 4.25× to 5.36×, with the article citing up to 7.8× generation speedup overall.
• The system shares one KV cache across autoregressive and diffusion views, aiming for O(1) memory overhead and stronger performance than speculative decoding and diffusion alternatives.

Research on mildew contamination affecting the sound quality of analog tapes

Key Points

• The study links mildew contamination on analog tapes to measurable sound-quality degradation.
• Researchers used multiple methods, including ATR-FTIR, SEM, Praat, and laser microscopy, to analyze tape damage.
• The findings are intended to support better preservation strategies for magnetic tape audio archives.