Poiler

A Nobel economist who advised presidents sat down in 1999 and defended positions that got him disowned by both parties. Milton Friedman won the prize in 1976 and spent the decades after arguing for things nobody in power wanted to hear. He wanted drugs legalised, the draft abolished, schools funded by vouchers, and most of the regulatory state removed. Watch him take the argument to its limit. The interviewer pushes each position past where a politician would stop, and he keeps going. He was the man behind the case that inflation is always a monetary phenomenon, which the Fed acted on in 1979. He also designed the withholding system for wartime income tax and called it one of his regrets. Free to Choose put the argument on television in 1980 and ran in dozens of countries. He wrote the tax collection machinery. He spent 50 years arguing against what it funded.

A future Nobel laureate spent 62 minutes explaining who actually controls the money in the American economy. Almost no one watches the lecture. Robert Shiller, ECON 252, Yale, spring 2011. One camera, 9 chapters, no edit. The prudent person rule arrives at 17:04. He treats it as a limitation on the manager, not a shield for the client. Pension funds start at 43:14, from the late 19th century to the split between defined benefit and defined contribution. That split decides what most people retire on. Watch 58:23. He walks through the mistakes endowments make with money that is meant to last forever. The final chapter is family offices, the structures the wealthy build once a fund is no longer enough. Yale charged tuition for the seat. The tape has been open since 2012.

A needle can be turned around inside a region of zero area, and proving what that costs in 3 dimensions took 108 years. The question came from Sōichi Kakeya in 1917. Rotate a unit segment through every direction and find the smallest area it needs. Besicovitch answered in 1919 with a construction that shrinks the area to nothing. You can point the needle in every direction while sweeping arbitrarily close to no area at all. Then the harder version. Such a set has zero area and still occupies space in a subtler sense, and the conjecture says its dimension must match the dimension it sits in. Roy Davies settled the plane in 1971. 3 dimensions held for the next 5 decades. Hong Wang and Joshua Zahl posted the proof in February 2025, running over 100 pages. The argument controls how much thin tubes can overlap when they point in different directions. The lecture is the third of 3 at IHES, where she works through the induction on scales that carries the whole thing. Wang grew up in China, went to Paris to study, and now holds positions at IHES and NYU. Terence Tao called it a landmark. A needle sweeping nothing turned out to define how much space something can hide in.

MIT put its full multivariable calculus course online in 2007 and charged nobody a dollar for it. Lecture 34 is the final review. A professor in an orange sweater writes Unit 1 on a chalkboard and starts working through the whole semester. The camera never moves much. No editing, no music, no production budget visible anywhere. MIT OpenCourseWare launched in 2001 with 50 courses. The plan was to publish materials from every course the university taught. Faculty were told they would get no royalties and no extra pay. Most agreed anyway. The catalog passed 2,400 courses. Downloads run past 300,000,000 and the site draws millions of visitors a year from countries with no equivalent institution. Universities charging 60,000 dollars a year watched a peer give the lectures away and kept charging. The thing people pay for was never the lecture.

The NSA kept 1 lecture in a vault for 40 years. In 2024 they released it. It's Grace Hopper explaining the future of computing in 1982. The channel that posted it: the National Security Agency's own YouTube. Hopper stands at a podium in Navy uniform, a captain, and talks to a room of NSA staff for 90 minutes across 2 reels. The title: "Future Possibilities: Data, Hardware, Software, and People." She compares the computer industry to the early automotive one, all custom parts and no standards, and argues software will become the hard problem, not hardware. She was right by decades. She invented the first compiler and gave COBOL its shape. She kept a clock that ran backwards on her wall to prove rules can be questioned. The tapes were too degraded for normal release, so the agency restored them before posting. 40 years in an NSA archive. 90 minutes. Now free.

ONE ULTRACODE RUN JUST FANNED OUT 16 AGENTS ON A SINGLE CODE REVIEW Claude shipped Opus 4.8 and slipped UltraCode into Claude Code with it. Turn it on with /effort. low, medium, high, xhigh, max, then ultracode. The last one is xhigh reasoning plus workflow orchestration. Claude decides when a task earns a workflow. One request becomes a chain. Explore the codebase. Make a plan. Make the changes. Run verification. Spin up sub-agents for the parts that need them. On screen, a perf audit ran 16 agents in parallel, 12 already done, the whole sweep clocking 1m49s. Every agent on Opus 4.8, each with its own token and tool budget. It eats tokens. On the Pro plan you can burn a day's usage in 5 minutes. This is a Max-plan weapon for refactors, cross-file debugging, and changes where verification matters. The agent stopped doing the task. It started running the org chart.

A faceless creator is targeting $27,000 a month off the 2026 World Cup, and he's never watched a football match. The tournament expanded from 32 teams to 48 and lands in the US, Canada, and Mexico, the three highest-RPM audiences on YouTube. In 2022, 1.4 billion people watched the final. 2026 pulls in millions more who only care because their country qualified. So he aimed at the casual American, not the hardcore fan. Hour-long videos, because YouTube drops an ad every 30 to 60 seconds and pushes long form hard. A six-week calendar tied to match days, so the "why this matters for America" video already ranks when the US plays. He started posting before kickoff to give the algorithm time to learn. Two changes make it work now: Gemini recommendations match a zero-subscriber channel to its audience, and a demonetization wave cleared out the low-effort competition. The empty seats are American. The ad rates are too.