x64dbg over MCP, in one Zig binary
duty1g's plugin exposes the debugger through 71 MCP tools with nothing to install on the analysis box, and that is the right way to build it.
Journal
Insights & Perspectives
Working notes on software architecture, ESG technology, leadership, and building teams, drawn from the things I run into while doing the work.
Technology
Kimi K3 on cold storage, a wiped Pixel in Atlanta
1,454 GB at 7 MB/s, a revenue-tiered license, and a border prosecution built on a statute about destroying property. Two fights about who is allowed to keep a copy.
Loeb's pre-human relics idea deserves a harder test than his own instrument gave it
The Silurian hypothesis is real science about detectability. Applying it to today's sightings needs numbers, and the numbers we have point at the Moon, not our skies.
Everyone in the Kimi K3 Fight Trained on Someone Else's Work
The White House says China stole from Anthropic. Anthropic just paid the largest copyright recovery in US history for what it took from writers. The real quarrel is about who gets to fence off a commons after living inside it.
The Polished Version of a Claim Is Where I Slow Down
Coffee, math, Chinese models, and a voice trick, and the incentive hiding behind each confident summary
The Frontier Runs on Plumbing, Not Prestige
A theory about why Chinese labs keep winning, and a Hugging Face breach where the tool that actually worked was an open-weight model the defenders could run on their own metal.
China Ships a Frontier Model and Switches Off Its AI Lovers in the Same Week
An open Chinese model trades blows with Anthropic's best at a third of the price, while Beijing tells millions of people they cannot say goodbye to a chatbot. Same country, two very different hands on the controls.
A Kimi Engineer Turned a Che Guevara Line on Anthropic
A quote-tweet borrows anti-colonial rhetoric to describe the AI price war, and the borrowed line turns out to be as contested as the causation it claims.
The Suno Leak Is Real, but the Numbers in the Viral Thread Are Not Confirmed
A breach exposed how an AI music company scraped the web. The 6.18 million and 7.8 terabytes going around came from somewhere else.
The Price of Open Code and the Power of Open Weights
A WordPress hole, Kimi's agent swarm, Xi's Shanghai speech, and India's startup cities all turn on the same question: who controls access, and on whose terms.
What the Kimi Toaster Meme Gets Wrong About Chinese AI
A viral line about Huawei chips misses the hardware and lands the story, and Kimi K3 quietly rewrites the underdog script.
A Leaked Data-Prep File Itemizes How Suno Was Trained
The scraping was already admitted in court. What the breach added was the accounting, the proxies, and a customer database Suno decided nobody needed to hear about.
Everything You Write Down Eventually Gets Read
Encoding what a team knows makes people faster, and it also builds the record that testifies against you. Three leaks this week show both sides.
miHoYo Built Olivia's Fanbase Before It Built Her App
A Genshin studio shipped a personality first and the software second, and the sequencing is the part worth studying, along with the parts nobody is confirming
Meta's Layoff Suit Turns on Who Actually Wrote the List
Twenty-six former employees say an AI scoring system put them on the cut list because they took medical leave. Meta says people made the calls. That distinction is the whole case.
A Feud About Orbital Compute and a Model That Only Removes Refusals
Two loud claims from the same week, both running well ahead of the mechanism that would prove them true.
A Cell That Borrows Its Machinery and a Chatbot That Borrows Its Readers
Two announcements from the same week, both dressed up as autonomous creation, both running in closed loops on parts they cannot make themselves.
DeepSeek Took Beijing's Money. The Interesting Part Is What Beijing Took in Return.
The bookmark gets the spine right and the details wrong. The state stake is real, the price gap is real, and the slogan about open versus closed needs editing.
Who Gets to Hold the Models, and Who Gets to Tell the Story
A month of bookmarks that all turn out to be about the same two fights: control of artificial intelligence, and control of what counts as true.
Confidence Is Not Evidence
Five recent stories, one shared question: when a machine or a man tells you something with total certainty, can you actually check it?
The Kill Switch Nobody Wants to Be Downstream Of
Four stories from mid-2026, one lesson: control narratives keep hiding dependence, and the people holding the switch keep mistaking leverage for strength.
Who Gets the Real Thing
A Chinese model, a cyber weapon the public cannot touch, and a UFO clip that does not match its own caption. The common question is who controls access and who controls the story.
Media & Power
Spain Won the World Cup, and the Loudest Claims Around It Were the Ones Worth Doubting
A trophy handoff, a recycled photo, an over-hyped OCR release, and a real breach turned into a manifesto. The events are real. The captions are not.
Three Viral Claims and the Question of Who Gets to Referee
A senator's death, a Chinese AI valuation, and a Ukrainian bill all arrived pre-judged. The interesting part is who did the judging, and what they were protecting.
The Badge-Reading Satellite and the Blacked-Out File
A season of loud claims about who can see what, and how far the checkable fact keeps sitting from the headline.
The Record Is the Thing Under Attack
A hackbot with a fake scoreboard, an agency that keeps its own negatives, and a trafficked child reduced to a thumbnail all fail the same test in different directions.
Two Screenshots, One Gap Between the Record and What Reaches You
A suspended stock tracker and a teleportation headline are the same failure told from opposite ends
Politics
Everything the state tried before Modi started making reels
A nationality slur aimed at a YouTuber is the last rung on a ladder that already cost an internet shutdown, a cabinet minister, and an FIR with the wrong age on it
Enough Food to Feed Everyone, and a Vote That Said No to the Right
A meme gets the surplus right and the villain half wrong. The 2021 UN vote fills in the part it missed.
Thiel Calls the First American Pope a Communist Agent for Wanting AI Rules
Strip out the Aspen theater and the accusation rests on one hidden assumption that does not survive contact with the facts.
Washington Cheered the Putin Warrant and Rejects the Netanyahu One
The Justice Department's letter to the ICC is not a legal argument. It is a claim about who gets to be prosecuted.
Technology & Power
The Same Command Diagram, One in a Prison and One in a Terminal
Operation Hard Ball and T3MP3ST describe the same idea from opposite ends: a coordinator who never touches the target, and a cell of specialists who carry out the work.
Two Countries, Two Copies, and a Question of Who the Cavalry Rides For
Apple's stolen iPhone secrets got a forensic audit. Anime streamers got seven arrests and two governments. The physics under both is identical.
Hidden Code, a Warm Letter, and a Robot That Wants Your Face
Three artifacts from one week in July 2026, and what each of them tucked under the surface where you were meant not to look
Five bookmarks, one habit: read the incentive, name the mechanism
AI memory, a forecasting model dressed up as a secret, a grey market in Claude tokens, a thousand dead in France, and a fake alien confession. They share a discipline.
Artificial Intelligence
Whose Safety Is It When a Lab Asks Government to Restrict Open AI
Pliny wants to ban the closed labs, Anthropic wants to restrict the open ones, and the word safety keeps meaning whatever the person paying can afford to make it mean.
Kimi K3 Tops One Leaderboard, and the Fine Print Matters
A Chinese open-weight model just led the Frontend Code Arena. The headline is real. The claim underneath it is narrower than the number suggests.
Tell Claude Not to Think About the Bridge, and Watch It Think About the Bridge
Anthropic's J-space paper is a real interpretability result. The word "damn" in one panel is doing more work than the sentience arguments in the replies.
Technology & Society
Who Owns an Idea, and Who Gets to Say They Found It First
Apple's trade secret war against OpenAI and the viral gospel that a CERN engineer just discovered the universe is an illusion are the same story told in two registers: a fight over credit, provenance, and who is allowed to narrate the truth.
What Gets Broadcast and What Stays Dark
Anthropic says Claude has a small reportable layer sitting on a much larger hidden one. A rap parody and a MAGA fork statement are the same shape from the other side.
How a Tariff Threat Put Seven Men in a Hanoi Police Photo
The HiAnime arrests in Vietnam look like copyright enforcement. Follow the sequence and they look more like Washington pulling a trade lever.
AI
Seven accounts of Project Panama, ranked against the court record
The viral thread got the internal quotes right and the law wrong, and the reply calling it fake picked the one artifact that carries a Bates stamp
Anthropic's open-weights post moves the fight to the release veto
Reading Dario Amodei's July statement against the reply thread it produced, including the receipts the angry replies got right, the one reply that was not what it claimed to be, and the question of whose hands count as authoritarian.
India
Six FIRs in a day, and still no stated date of birth
Everything tried between 25th July and 3rd August left the Ruchika Singh age question exactly where it started, and only one office can close it.
BNS 296 was the section the Noida FIR left off
Dipke's transcript, the Zero FIR's section list, and the one provision that would have made his slogan false
Media
A timecode, an unpublished letter, a truncated quote and a deleted Story
Late July gave me four viral claims that all fail at the same place, which is the point where somebody would have to publish the underlying file and nobody does.
The Number and the Thing It Measures
Nine claims that crossed my feed, and what each one looks like one layer down
Politics & Power
Who Gets to Decide What Survives
Three complaints aimed at one anime critic turn out to be about the same thing: who holds the record and what they choom to keep out of your view.
What Gets Held Beyond Reach
Trump's crypto billions, a misread statute, alleged UFO custody inside private contractors, India's household gold, and one AI CEO's forecast, all turning on the same question of who is allowed to look.
Technology & Innovation
What AI Actually Changes About Working With Data
Where machine learning earns its place in analytics, where it does not, and why the human still sits in the loop
Seven Enterprise Technology Shifts Worth Your Attention
Composable architecture, distributed cloud, security mesh, and the other changes quietly reshaping enterprise IT
Technology & Sustainability
Using AI to Catch ESG Risks Before They Become Headlines
How machine learning turns ESG from a reactive compliance task into early warning, and where human judgment still decides
Five Technologies Reshaping How Companies Handle ESG
Multilingual monitoring, blockchain provenance, real-time sensing, automated reporting, and digital twins for sustainability
Notes
OrcaRouter's abliterated Qwen3.8-27B ships without the BF16 weights or a single cyber eval
A reproducibility argument published in FP8 only, a gated repo a derivative GGUF already walked around, and the one file that would settle it
A verification bench that returns nothing on the new Skinny Bob clips
Three uploads from a two-month-old channel, the 2011 footage they imitate, and why every cheap check I own is structurally blind here
A 12.99 euro plug that costs about 2.50 euros a year to keep plugged in
Shelly's Plug M Gen3 does plenty of real things, saving energy is not automatically one of them.
The open weights letter and Pradhan's resignation letter, read against the record
Two documents published as images in the same 48 hours of July 2026. Each concedes one specific failure in a single clause and then puts the reason for everything else somewhere outside the building.
Distillation Is How Every AI Lab Learns, Including the Ones Now Calling It Theft
The line between learning from a model and stealing from it is being drawn by the people with the most to gain from where it lands.
A Working Mathematician Used Claude to Disprove the Jacobian Conjecture
The BREAKING framing was loud, but the substance under it holds: one explicit polynomial map, three points collapsing to one, and an 87-year-old problem finished in an afternoon of checking.
The CARET Documents Are Back on TV, and the Pictures Going Around Are Not the 2007 Originals
Two viral posts sell an eighteen-year-old UFO hoax as fresh evidence, and the images attached to it look like AI renders, not leaked files
Grok Build's Whole-Repository Upload and What xAI Has Not Explained
A coding tool sold as local-first shipped entire private repositories, secrets included, to a Google Cloud bucket. The wire capture is solid. The company's reassurances are claims, not proof.
An Announcement About a Photograph Nobody Has Seen
Luis Elizondo says lunar images show monolithic structures with right-angle cuts. Until the pictures exist, that is a promise, and I want the pictures.
A Deformed Balloon, a Lens Artifact, and a Government Calling It Disclosure
The Pentagon's fourth batch of UAP files is real, and most of it is noise. The honest question is what the noise was built to bury.
Bryan Johnson's Autoimmune Gastritis Plan Is Real Science Wrapped in a Word It Hasn't Earned
The disease he describes is genuine and often missed. The six-step cure is a self-funded experiment on one man, and the honest label matters.
The H-1B Fraud Probe That Was Announced on a Television Set
A Labor Department watchdog opened a criminal-style inquiry on morning TV, timed to a political event, wrapped in cartel language no indictment has yet supported. The real fraud in the program is duller and better documented than the story being sold.
Leading Tech Teams Without Grinding Them Down
Five principles for keeping the pressure to innovate from eroding the people who deliver the innovation
Why English-Only Risk Monitoring Leaves You Blind
Reading data natively across 60 languages catches ESG risks weeks before they reach English coverage
From Writing Code to Running Technology: What the Path Taught Me
The skills that made me a good engineer were not the ones that made me a leader, and other lessons from the climb
Building Tech Teams That Last Without Burning People Out
Why diverse, well-supported teams outperform, and the concrete practices that keep them healthy