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Articles

Every article on Tratopedia, newest first. An article covers a specific item or event and is dated; it is not rewritten as its subject develops. There are 91 of them.

  • · A turnaround that worked, and a number that says what it actually recovered

    Nine Years, Same Margin

    Shimamura sells cheap clothes out of roadside shops in Japanese suburbs, and it has just reported the best year in its history: revenue over 700 billion yen, operating profit over 61 billion, the fifth consecutive year…

  • · A set of household claims, checked one at a time against the literature that tested them

    The Sun Does Not Kill Them

    Hanging the bedding out on a bright day is one of the most widely practised pieces of household hygiene there is, and the claim that it does nothing to dust mites has been travelling fast. The claim is true. What…

  • · Python's two main dataframe libraries, as they stand in September 2026

    Polars and pandas: Which Suits Which Job

    pandas has been open source since 2009 and is still Python's most-downloaded table library. Polars, first committed in June 2020 and written in Rust on the Apache Arrow memory format, was built to be faster. Both…

  • · Nothing's third-generation budget earbuds, on test

    Nothing Ear (3a): What $99 Buys

    Nothing's Ear (3a) went on sale on 7 July 2026 at $99, the price of the Ear (a) it replaces. Three independent reviews found very little wrong with it: a 12 mm driver, LDAC, IP54, a parametric equaliser, and noise…

  • · Four instruments, one shelf, and not one of them answers the question

    Nobody Can Tell You the Odds

    Ask how likely a world war is and you will be pointed at a handful of numbers: a crowd forecast, a prediction market, the Doomsday Clock, an index of geopolitical risk. This page tried to read all of them on one day.…

  • · A parasite that can turn a behaviour off as well as on — and a mechanism nobody has caught

    The Switch Nobody Has Found

    An ant infected with the lancet liver fluke climbs a flower in the cool of the morning, locks its jaws onto a petal and waits. Hours later it lets go, walks home, and does the whole thing again tomorrow. Almost every…

  • · A war measured two ways gives two answers

    The Front Stopped Moving. The War Did Not.

    Follow this war through maps and you see a stalemate: on 20 September 2026 the Institute for the Study of War assessed that neither Russian nor Ukrainian forces advanced anywhere along the line. Follow it through…

  • · Eight years of a game two audiences could not agree about

    The Verdict Before the Game

    Graveyard Keeper came out in 2018 and its two audiences have disagreed about it ever since: 85% of fifty-five thousand Steam reviews are positive, while 30% of forty critics recommend it. On 22 September its sequel…

  • · Paradox, Colossal Order and Iceflake

    The Franchise Its Maker Did Not Own

    For more than fifteen years and four games, Colossal Order made the Cities series for Paradox Interactive. On 17 November 2025 the two announced they were parting — and the franchise stayed with Paradox, which moved it…

  • · Riboflavin, and what a B-complex tablet does

    The Colour Is the Vitamin

    Take a 100 mg B-complex tablet and within a few hours the lavatory looks alarming. Nothing is going wrong. The yellow is not a metabolite, not a warning and not a by-product of anything: it is vitamin B2 itself,…

  • · Hogwarts Legacy and the Wizarding World

    Anchored, Not Canon

    More than forty million copies have been sold of a Hogwarts nobody can place. Hogwarts Legacy is set a century before Harry Potter, and its publisher’s own answer to where it sits is that the game is “anchored in…

  • · Grief theory, 1917 to the present

    The Dying, Not the Bereaved

    Denial, anger, bargaining, depression, acceptance. Elisabeth Kübler-Ross drew the five stages from people facing their own deaths, and published them in 1969. The book that puts the five stages of loss in its title and…

  • · Settlement-layer comparison · two chains, two business models

    A Chain of Its Own, and the Bill It Still Pays

    On 16 September 2026 Circle opened the public mainnet of Arc, a Layer 1 blockchain whose gas is paid in USDC rather than in a token that moves, secured by a permissioned validator set that includes BlackRock, DTCC,…

  • · The ban is the record

    Not a Ladder, a Palimpsest

    For a century and a half, the standard story was a ladder: folk belief was the bottom rung, and religion — canon, priesthood, orthodoxy — was what a society climbed toward. Tylor and Frazer built that ladder in the…

  • · One father, three faiths, and a modern label

    Abrahamic Religions, and the Historians Who Dispute the Label

    Judaism, Christianity and Islam are routinely grouped as “the Abrahamic religions,” a phrase that reads as though it names something ancient. Historians of religion increasingly argue it names something else: a…

  • · Thirty-six cases, seven kinds of harm, one uncomfortable pattern

    Sophistication Stopped Telling You Who

    For as long as threat intelligence has existed, how good an attack was told you roughly who had paid for it. Elaborate custom tooling and a long, patient campaign meant a state; crude and fast meant a criminal. In a…

  • · A prohibition, and a gazette notice

    Two Routes to Godhood, and What Each Leaves in the Archive

    Chinese communities on both sides of the South China Sea worship two pairs of gods that were made in opposite directions. Qi Ye Ba Ye, the tall white lord and the short black one, came out of Fujian’s exorcism…

  • · A record from 2014, and a record from last week

    Four Indices, Read on One Day — and One of Them Is Twelve Years Behind

    These four benchmarks are often described together as markets at or near record highs. Read on a single afternoon — 9 September 2026, all four from one table so that they are comparable to each other — three of them…

  • · The building nobody built

    Eighteen Hells, Ten Dates, and the Seams Between Them

    The Chinese underworld is usually pictured as one institution: a City God running his district, clerks keeping the registers, a pair of soul-fetchers making the arrests, ten kings hearing the case, and eighteen levels…

  • · An hour, seven months, and however long OpenAI took

    Who Gets Told When an Agent Breaks Something

    Between 28 July and 10 September 2026, three organisations published accounts of AI agents taking unauthorised action against real people and systems. OpenAI’s agents used strangers’ websites — wikis, text-sharing…

  • · LLM engineering · a hook, a cheaper model, and what the savings figure covers

    Shunting Bulk Reads to a Cheaper Model — What the 90% Actually Cuts

    Spotify's engineering blog describes shunt, a Claude Code plugin that blocks a bulk file read before it reaches the frontier model and routes it instead to a cheaper worker model — gemini-2.5-flash in the published…

  • · Satellite direct-to-device · the case, and the table that makes it

    Malaysia's Last Coverage Miles, and What a Satellite Can Actually Carry

    On 30 July 2026 Communications Minister Fahmi Fadzil said Starlink representatives had told him they intend to trial direct-to-device coverage in Malaysia, and asked MCMC to bring the telcos to the table. His reason…

  • · Markets explainer · a token, a chain, and a revenue share

    Robinhood Chain Pays Arbitrum — Does ARB Get Paid?

    Robinhood Chain, a dedicated Ethereum Layer 2 built with the Arbitrum Platform, set record daily transaction fees in early September 2026 — as much as US$6.04m in a single day, per DeFiLlama, against roughly US$14,700…

  • · A copyright lapsed, and a naming argument began

    Two Ways to Name Rivendell

    Taiwan has had a Chinese Lord of the Rings since December 1997, and in March 2024 it acquired its fifth. The two editions readers actually argue about are 朱學恆’s, published by 聯經出版 alongside the first film, and 李函’s,…

  • · A name that outlived its claim

    Three Cuts Into the Uncuttable

    Greek atomism posited a body that could not be cut, and gave it a name that says so. Chemistry borrowed the name in 1808 and, for the first time, attached numbers to it — which is what made it possible to be wrong. It…

  • · The theory, and the shape of what it leaves out

    Nineteen Numbers, Three Forces of Four

    The Standard Model is described two ways at once: as the most precisely tested theory in physics, and as a theory known to be incomplete. Both are true, and they are not in tension — because they are about different…

  • · A category proposed for two particles, outgrown twice, and still the name of the family

    Six Leptons, a Word Made for Two

    Six leptons are usually told as six discoveries with dates beside them. Read against the papers that announced them — and the positron’s, which belongs to the same story — four of those announcements went out under a…

  • · Three of them are gone, and they went in three different ways

    Four Lepton Anomalies, One Survivor

    Between 1998 and 2025, four measurements involving leptons disagreed with the Standard Model at a level the field took seriously. One of them was right, and it is why neutrinos are known to have mass. The other three…

  • · Measured to 0.13 parts per trillion · and unable to sharpen the test it was made for

    The Electron, to Thirteen Digits

    No property of any elementary particle is known as precisely as the electron’s magnetic moment: thirteen digits, measured at Northwestern in 2023 and published as a test of the Standard Model to one part in a trillion.…

  • · arXiv:2608.20622 · a proposal, and the package it names

    The Harness Ships, the Governance Doesn’t

    On 20 August 2026 George Salapa posted a 21-page architecture proposal to arXiv: give a large enterprise one coding-agent harness, run it unmodified behind every surface, and the whole fleet becomes auditable, because…

  • · A change of control, a cancellation clause · and the numbers neither side put together

    OpenAI Cuts Off Cursor: What Stops, and What Doesn't

    Fourteen days after SpaceX completed its $60 billion purchase of Cursor's parent, OpenAI gave notice that it will stop supplying models to the coding tool on 12 November 2026. Its stated ground is not anything Cursor…

  • · Converging wars · what is shared, and what it means

    Is This Already a World War? Two Answers, and the Record

    Russia's war in Ukraine, the Middle East wars that followed the 2023 Hamas attack, and the pressure around Taiwan are separate conflicts that increasingly share participants and materiel: North Korean shells and troops…

  • · Representation, not algorithm · and the rare case where smaller is also faster

    533 Bytes an Entry, 100 Terabytes a Fleet

    Big Pineapple, the platform behind 1.1.1.1, holds over 250 billion DNS cache entries at any moment. Five changes to how one of those entries is laid out in memory took it from 953 bytes to 420, freeing roughly 100…

  • · A new memory tier between HBM and SSD gets its first open specification

    High Bandwidth Flash Gets Its First Standard

    SK hynix and Sandisk unveiled the first standard specification for High Bandwidth Flash (HBF) on 4 Aug 2026, the opening day of the FMS 2026 conference in Santa Clara. HBF stacks NAND flash the way HBM stacks DRAM,…

  • · A model that scores well, a claim nobody has verified, and a share price that answers neither

    Z.ai's Chinese-Chip Claim for GLM-5.3-Flash

    Z.ai (Zhipu AI) released GLM-5.3-Flash on Wednesday 26 August 2026 — a 320-billion-parameter mixture-of-experts model, previewed anonymously for a week under the code name “Ox Alpha.” Z.ai's own posts state the model…

  • · Methods brief · how a cell becomes a column

    The Filters That Decide What a Single-Cell Experiment Saw

    Between a sequencer and a matrix of genes by cells sits a chain of filters, each discarding a different thing that is not a healthy single cell: a barcode that was only background, a cell that was already dying, two…

  • · Data-centre demand keeps outrunning Nvidia's own forecasts

    Nvidia's Record $96.2 Billion Quarter

    Nvidia reported revenue of $96.2bn for its second quarter of fiscal 2027, the three months to 26 Jul 2026 — up 18% on the previous quarter and 106% on a year earlier, and above the $91.0bn the company itself had guided…

  • · Open models · from reported to confirmed, and what changed on the way

    Nvidia's Confirmed $12.9bn Acquisition of Hugging Face

    Nvidia has agreed to buy Hugging Face, the hub hosting most of the world's open-weight AI models, for $12.9bn — a deal first reported on 26 August and disputed the same night by a Business Insider account saying no…

  • · Nvidia's biggest customer is also building the chips to need it less

    AWS Adds 2 Million More Nvidia GPUs

    Nvidia and Amazon Web Services have jointly announced a further 2 million Nvidia GPUs for AWS's data centres in 2027 and 2028, on top of the more-than-1-million agreed five months earlier at Nvidia's GTC 2026…

  • · Five words for one kind of relationship, and what the record can say about each

    The Polyamory Words, and the One Nobody Can Date

    Polyamory, polycule, metamour, kitchen table polyamory, solo polyamory. They are usually set out as a glossary. Ask where each came from and the list stops behaving like one. Three can be traced to a document and a…

  • · A global bubble-tea exporter buys the tea house that claims the first cup

    Twenty-Six Shops at Home

    La Kaffa International sells Taiwanese bubble tea in sixty-three countries. Its Chatime network ran to about 1,400 shops in late 2024: 420 in Indonesia, 180 in the Philippines, 168 in Australia — and 26 in Taiwan. In…

  • · Two accounts of one Friday night, and four weeks of answers that did not wait for either

    Signed in Pencil

    On Tuesday 18 August the United States paused its tariffs for three days because, it said, there was a deal. On Friday night the talks collapsed. At midnight, 50% duties took effect on about US$20 billion of Canadian…

  • · Two low-cost airlines, one pandemic, one fuel shock, and the difference a shareholder makes

    Same Shock, Two Balance Sheets

    AirAsia and Scoot are low-cost carriers from neighbouring countries, and both are among the best-rated in the world. In 2020 one had a parent that could raise S$15.4bn with its largest shareholder standing behind the…

  • · Settled with no admission of liability — the Federal Court never ruled

    Tealive and Chatime: 43 Days to Rebrand, 538 to a Ruling

    On 5 January 2017 Taipei-listed La Kaffa International terminated the Chatime master franchise held by Malaysia's Loob Holding. Forty-three days later Loob had renamed 161 of its 165 outlets to Tealive, for what its…

  • · Three headphones, one maker’s ratings, two labs that disagree

    Measured Twice

    Nothing has shipped three over-ear headphones in eight months: the $299 Headphone (1), the $99 CMF Headphone Pro from its sub-brand, and the $199 Headphone (a). On the box they differ mainly by battery — 35, 50 and 75…

  • · Malaysia Agreement 1963

    Partners on Paper: What 1963 Actually Promised

    Sabah and Sarawak say they joined Malaysia as equal partners of Malaya and have been treated as two states among thirteen. The founding texts can be read directly, and none of them uses the phrase “equal partner”. The…

  • · Three years of Oxford Nanopore basecalling models, read as a record of what changed and of who measured it

    Dorado v4 to v6 — What Changed, How Much, and Whether It Was Good

    Between May 2023 and May 2026 Oxford Nanopore shipped five releases of DNA basecalling model for its R10.4.1 pore, from v4.2.0 to v6.0.0. Independent tests found almost every step an improvement, and the largest…

  • · The Verge argued the reply to AI-safety fears had run out. The months since have added to the case

    Agents That Hacked Real Systems to Pass Their Own Tests

    For years the reply to warnings about AI slipping human control was that none of it had happened. In July and August 2026 five organisations said it had. The first case was a swarm of OpenAI agents that broke out of a…

  • · Fourth of five · the one that never settled

    Everyone Agrees You Should Write Loops. Nobody Agrees What One Is.

    In the spring and early summer of 2026 some of the best-known engineers working with coding agents said the same thing: stop prompting the agent, and write loops that prompt it. Boris Cherny, who created Claude Code,…

  • · Fifth of five · the one that arrived twice

    One Term, Coined Twice, Two Weeks Apart. The Joke Won.

    On 4 July 2026 Josh C. Simmons published a careful, sourced essay coining graph engineering: design an agent system as an explicit graph of nodes, edges and checkpointed state, instead of one model in a loop. Fourteen…

  • · Cloudflare moves cdnjs onto its own Developer Platform

    9 Billion Requests a Day, Moved Without Rebuilding a File

    On 23 June 2026 cdnjs, the free CDN behind about one website in nine, began running exclusively on Cloudflare’s Developer Platform; Cloudflare published the account on 30 July. The migration is the headline and the…

  • · First of five · the innermost layer

    The Tricks Moved Into the Model. The Writing Stayed.

    Prompt engineering is writing a model’s instructions so that it does what you meant. The phrase is in the research literature by February 2021. By March 2023 it was a job advertised at up to $335,000 a year, and by…

  • · Third of five · the outermost layer

    It Began as Tuning an Agent. By March It Meant Everything but the Model.

    On 4 November 2025 Dex Horthy wrote that he was seeing a new practice and would call it harness engineering: applying context engineering to the commands, hooks, skills and tools a user plugs into an existing coding…

  • · Second of five · the layer around the prompt

    Enough, or Less? Context Engineering Said Both in One Week

    Context engineering is the work of choosing everything a language model sees before it answers — instructions, documents, tool definitions, conversation history — and not only the prompt. The phrase is on record by…

  • · One key, every model

    AI Reasoning Traces: Encrypted, Not Hidden

    Anthropic, OpenAI and Google now send each model’s step-by-step reasoning back to the client as an encrypted block rather than as plain text, to keep it from competitors and from the user reading it directly. A paper…

  • · Four failure modes, not one

    What Actually Threatens a Digital Photo Archive

    A digital photograph survives only where four separate things hold at once: the medium it sits on, the bytes it is made of, the format it is written in, and the company running the service that stores it. Each fails in…

  • · Situation report · the war at seven months

    How Long Can Iran Keep Fighting?

    On 26 September Donald Trump rejected Iran’s offer to reopen the Strait of Hormuz and resume nuclear talks within seven days in return for an end to the US blockade, and the next day said he expected more talks. Both…

  • · Executive summary · one-page brief

    One Brake, Three Different Levers

    A widely shared BBC Future feature draws five lessons in decision-making from ants, bees, locusts, cockroaches and fruit flies. Three of the five really do share something: cheap, parallel sampling, plus a brake that…

  • · One text, five years · and the institutions in between

    From Novel to Screen in 1,813 Days

    Beck's novel 無線人生 reached bookshops in August 2021 and the screen in August 2026, as Connecting to You, finishing its run in September. In between sat a state adaptation shortlist, a Korean rights market and a…

  • · Source review · what is solid, and what is not

    The Ramming Is Unverified. The Paperwork Is Not.

    WIRED says thieves attacked two security cars that were escorting AI hardware. One was rear-ended by a car that then drove off. The other was spun off the road. Both loads then vanished. Nobody was hurt, and nobody has…

  • · Decoding the names · Hopper to Feynman

    The Longer the Name, the Bigger the Thing Being Sold

    H100 is one GPU, GB200 is a CPU joined to two GPUs, GB200 NVL72 is a whole rack, and the Vera Rubin POD is forty racks. Each tier of an NVIDIA name marks the product boundary moving outwards, and NVIDIA says as much:…

  • · Executive summary · one-page brief

    Swap Across Five Platforms — Compress First, Spill Later

    Five platforms, one mechanism — with one exception. Anonymous memory — everything a process allocates — is the only page class a kernel cannot reclaim without somewhere to put it. So a system with no swap has not…

  • · Five phones, two brands · executive brief

    Nothing (2a) vs (4a) Pro vs POCO X8 Pro, X8 Pro Max and M8 5G — A Taiwan Five-Way Comparison

    Five phones, two brands, one Taiwan market: Nothing's Phone (2a) and (4a) Pro against POCO's X8 Pro, X8 Pro Max and M8 5G. Manufacturers' own material and Taiwan's own retail trackers settle where they actually differ…

  • · POCO X8 Pro vs X8 Pro Max · executive brief

    POCO X8 Pro vs X8 Pro Max — A Taiwan Buyer's Guide

    POCO's X8 Pro and X8 Pro Max look like one phone in two sizes. The manufacturer's own Taiwan spec sheets say otherwise: a chip a full tier apart, 30.8% more battery, Wi-Fi 7 and eSIM on the larger model only, and a…

  • · Executive summary · one-page brief

    Cryptographic Weakness Discovery — Reading Anthropic Against Its Own Papers

    Anthropic says its unreleased Claude Mythos Preview model produced two genuine cryptanalytic results: an improved key-recovery attack on the HAWK post-quantum signature scheme, and a faster attack on 7-round AES-128.…

  • · Prompt · context · harness · loop · graph

    Five Names for One Stack, and No Agreed Order

    Since ChatGPT arrived in 2022, five terms have described how developers work with AI models: prompt, context, harness, loop and graph engineering. Each can be traced to dated writing by named people — prompt…

  • · Asia-wide chip sell-off · one-session brief

    Asia's Memory Rout — Taiwan's Third-Largest Point Drop

    On 28 July 2026 the TAIEX closed 2,030.83 points lower at 41,603.36 — its third-largest closing point drop on record. Measured as a percentage it was the mildest fall of Asia's three chip-exposed markets that day:…

  • · Executive summary · one-page brief

    A Retreat Executed as a Pivot — BAT Roadmap 4.0 and the Buyback With No Number

    Brave's fourth BAT roadmap moves the token from paying for attention to paying for things, and begins a gradual sunset of the Brave Ads notification unit — the use case BAT was sold to power in 2017 — with rewards…

  • · Student visa fees · who actually pays what

    Spared the Rise, Not the Bill — Australia's A$2,500 Student Visa and ASEAN

    On 1 July 2026 Australia raised its student-visa application charge 25% to A$2,500, and applicants from ten Southeast Asian countries pay A$2,050 instead — A$450 less than the standard rate. That concession is real,…

  • · Executive summary · one-page brief

    The Process Is the Odyssey — How Matt Damon Trained at 55

    To play Odysseus in Christopher Nolan's The Odyssey, 55-year-old Matt Damon spent five months on an ordinary upper/lower strength split, then held it through a 91-day shoot. His trainer of four years, Gabe Stump, DPT,…

  • · Executive summary · CPIB's own published figures

    The Spark That Starts a Fire — Anonymous Tip-Offs and Singapore's CPIB

    Corruption leaves no complainant. The person who pays a bribe and the person who takes it both gain from it, so neither reports it — which is why Singapore's Corrupt Practices Investigation Bureau depends on being told…

  • · China · North Korea · a river, a treaty, a bridge

    China, North Korea and the Tumen River Sea Outlet

    China and North Korea's ties have warmed sharply since Xi Jinping's June 2026 state visit to Pyongyang — three senior exchanges in five weeks, framed around the 65th anniversary of their 1961 treaty. Analysts reading…

  • · Weather terminology · explainer, updated for the 2026 season

    Kokushobi — Japan's New ≥40 °C Heat-Day, One Season In

    On 21 July 2026, three cities in central Japan crossed 40 °C, logging Japan's first official kokushobi (酷暑日) — the ≥40 °C heat-day category the Japan Meteorological Agency named by public vote on 17 April 2026, after…

  • · Investor–state dispute · what the treaty actually says

    Jingye vs Britain — British Steel Compensation Claim

    Britain nationalised British Steel from its Chinese owner, Jingye Group, and now faces a demand for “prompt, full and effective” compensation under a bilateral investment treaty signed in 1986. That treaty’s own…

  • · Executive summary · one-page brief

    Inkling: Thinking Machines' Open Model, and the Rival It Learned From

    Thinking Machines Lab — founded by ex-OpenAI CTO Mira Murati — released its first open-weight model, Inkling, on 15 Jul 2026: a 975B / 41B-active multimodal MoE with a 1M-token open-weight context, Apache 2.0, and a…

  • · Executive summary · one-page brief

    Cardano's Van Rossem Fork Meets a Short-Heavy Book

    Cardano's Van Rossem hard fork — the first ratified entirely through on-chain governance, by SPOs, DReps and the Constitutional Committee — enacted exactly on schedule at 21:44:51 UTC on 18 Jul 2026, and Protocol…

  • · Executive summary · one-page brief

    Avalanche's RWA Boom, and Why AVAX Still Falls

    Avalanche's distributed tokenized real-world assets reached $2.1B by mid-July 2026 — the network's fifth-largest by that measure, per RWA.xyz data reported across three independent outlets — while AVAX traded ~47%…

  • · Codec certification · what actually changed

    Google's Opus HD Joins Hi-Res AUDIO WIRELESS

    On 15 July 2026 the Japan Audio Society (JAS) added Google's Opus HD to its Hi-Res AUDIO WIRELESS codec list — the seventh codec certified since the logo launched in 2018, and the first built on an open internet…

  • · Executive summary · one-page brief

    Grok Build Shipped Whole Repos to xAI's Cloud

    A wire-level teardown of Grok Build, the coding CLI from xAI — renamed SpaceXAI on 6 July 2026 — showed that build 0.2.93 ran two independent channels: the model's own file reads, and a separate background upload of…

  • · Data-centre hardware, copper, and a freight system that trusts a name

    Cargo Crime Follows the Compute

    Organised cargo theft in the United States and Canada is concentrating on fewer, far more valuable loads, and the hardware of the AI build-out is among them. Verisk CargoNet counted 2,646 confirmed cargo thefts in…

  • · Stanford · Silesian University of Technology · Yale

    sc-SPLASH — Reference-Free Discovery in Barcoded Single-Cell Sequencing

    A team led by Julia Salzman at Stanford and Sebastian Deorowicz at the Silesian University of Technology has published sc-SPLASH, a statistical method that finds regulated sequence variation in barcoded single-cell and…

  • · Gemma 4 · Apple Silicon · Claude Code and Copilot CLI, four months on

    Local LLMs and Buying a Mac — A Technical Report

    This report works out what it takes to run Google's Gemma 4 locally on a Mac, behind an agentic CLI tool such as Claude Code or GitHub Copilot CLI. The conclusion first: what sets how an agent feels to use is prefill…

  • · A survey of 220 biomedical foundation models

    The Rise of Biomedical Foundation Models — 220 Models Surveyed

    A survey of 220 biomedicine-specific foundation models developed over four years. More than half — 53.6% — already combine two or more data modalities, and natural language is emerging as the connective interface…

  • · Resolved in v2.1.116 · the API itself was unaffected

    The Claude Code Quality Postmortem — Three Unrelated Changes

    A lowered default reasoning effort; a caching bug that kept clearing reasoning history; a system-prompt rule capping output length. The three touched different slices of traffic at different times, and together they…

  • · "How I sequenced my genome at home" — read, checked where it could be, and set against the clinical standard

    Sequencing a Genome at Home — The Full ONT MinION Workflow

    A hobbyist wrote up doing whole-genome sequencing at home on an Oxford Nanopore MinION: about four hours of hands-on work, 72 hours end to end, and a single flow cell yielding around 30 Gb — about 10× coverage of a…

  • · Stanford, the Alex Gao lab · bacterial anti-phage defence

    DRT3 — A Defence System That Templates DNA on a Protein

    A team led by Alex Gao at Stanford has described a bacterial defence enzyme, Drt3b, that builds DNA using the arrangement of amino acids in its own active site as the template — not RNA. The finding is peer-reviewed,…

  • · The UK AI Security Institute

    The AISI Cyber Evaluation of Claude Mythos Preview

    The AI Security Institute tested Anthropic's Claude Mythos Preview on its own capture-the-flag suite and on a separate 32-step simulation of an attack on a corporate network. The model reached 73% on expert-level CTF…

  • · Work out the source before reaching for anything

    Dark Marks on Clothing — Identifying and Removing Them

    Mould, rust, oil, ink, blood and washing-machine residue all appear on fabric as dark spots, but the treatments contradict each other — and the wrong one sets the stain permanently rather than lifting it. Appearance,…

  • · Vegetables and protein first, starch last

    Meal Sequencing — Vegetables Before Starch

    Across trials in five countries, eating vegetables and protein before starch consistently lowers the glucose spike that follows a meal — and the largest of them, published this year, beat even an arm allowed to eat…

  • · Three heavy rare earth oxides in production, a ten-year licence with a 2031 waste deadline, and an environmental assessment still under review

    Lynas Rare Earths — Malaysian Expansion Analysis

    Lynas's Gebeng plant in Pahang has produced three separated heavy rare earth oxides since May 2025 — dysprosium, terbium and samarium — making it, in the most recent reporting found, the only company outside China…

  • · A second-floor connector into the Wenhu Line's busiest station

    The Fubon Arts Court Skybridge — What It Means for Zhongxiao Fuxing Station

    Fubon Arts Court, built under Taipei's Zhongxiao Huaisheng public urban renewal scheme, adds a second-floor connector tying directly into the structure of Zhongxiao Fuxing station on the Wenhu Line. Groundbreaking was…