Terence Tao has won every award mathematics can give a human being.
Fields Medal. Breakthrough Prize. MacArthur Genius Grant.
He is widely regarded as the greatest living mathematician. Not one of. The greatest.
He just said something that should terrify every university on Earth.
Tao: “We live in a particularly unpredictable era. I think things that we’ve taken for granted for centuries may not hold anymore.”
Not years. Not decades. Centuries.
The assumptions governing who gets to contribute to knowledge have been in place longer than most nations have existed.
Tao just told you those assumptions are dissolving.
Tao: “The way we do everything, not just mathematics, will change.”
This is not a man who deals in hyperbole. He builds arguments the way he builds proofs. Piece by piece. Nothing unverified.
When he says everything, he means everything.
Tao: “In math, you previously had to basically go through years and years of education, be a math PhD before you could contribute to the frontier of math research.”
That was the contract. You give a decade of your life to an institution. You grind through coursework, committees, dissertation reviews, postdoc rotations.
Then maybe you get to touch the boundary of what’s known.
The entire system was built on that bottleneck. Time was the gate. Credentials were the key.
Tao: “Now it’s quite possible at the high school level that you could get involved in a math project and actually make a real contribution because of all these AI tools.”
A high schooler. Contributing to frontier mathematics. The same frontier that used to require a decade of institutional obedience to even approach.
He said this about math. He already told you this applies to everything.
AI didn’t just speed up the path. It removed the path entirely.
The university sold you a ten-year toll road. AI just paved around it overnight.
The toll booth operators haven’t realized yet that no one’s coming.
Tao: “In many ways, I would prefer the much more boring, quiet era where things are much the same as they were ten years ago, 20 years ago.”
This is the line that should haunt you.
The smartest mathematician on the planet would rather this wasn’t happening.
He is not selling this. He is not positioning himself for a funding round.
The acceleration is so violent that even the mind best equipped to process it would prefer it stopped.
If Tao is uncomfortable, you should be paying very close attention to your own assumptions about what’s coming.
Tao: “The things that you study, some of them may become obsolete or revolutionized, but some things will be retained.”
That word “some” is doing enormous work in that sentence.
It means the rest won’t be.
Entire fields that people spent their careers building will collapse. Not slowly. Not politely. And Tao is telling you he can’t predict which ones survive.
Tao: “You should be open to very, very different ways of doing science, some of which don’t exist yet.”
Most people will scroll past this. It’s the most important line in the entire clip.
He’s not saying learn new tools. He’s not saying adapt your workflow.
He’s saying the methods themselves haven’t been invented yet.
The frameworks don’t exist.
You cannot prepare for what hasn’t been created. You can only build the kind of mind that doesn’t break when the ground shifts beneath it.
Tao: “It’s a scary time, but also very exciting.”
He said scary first.
Every tech founder says exciting first and mentions risk as a footnote.
Tao reversed it.
When the most brilliant mind of a generation leads with fear and follows with possibility, that is not optimism.
That is a man telling you the truth about what’s coming while still choosing to walk toward it.
The people who survive the next decade won’t be the ones with the best credentials.
They’ll be the ones who stopped mourning the world that was and started building for the one that doesn’t exist yet.
$AMZN may have something to say about that (largest shareholder $4B in). Other holders include Google ($2B) Microsoft, Salesforce, Zoom and Menlo Ventures. Any of these may/may not have liquidation preferences wrt their IP and also who has the lucrative hosting/compute contracts… Worth remembering that selling shovels is a great business… LEVI is worth around $7B today and they just made the pants :)
Gobsmacked by Google NotebookLM drop today. It is staggeringly good. The podcasts are fun but the magic is navigating, disambiguating and understanding large corpora of static content, then generating insightful, concise qualitative and quantitative insights.
Institutional review board review variation in bioethics health research and central IRB
March 19
11 a.m.
This seminar will cover local IRB review variation and practical tools for its standardization.
More at https://t.co/BsqS51l8xQ
This is right on the mark ;) @jeffreytingen. More than 1/3 of U.S. life expectancy improvement is attributable to pharmaceuticals, yet this has disproportionately benefitted those with higher incomes. Clinical pharmacists can bring huge impact through their focus.
Clinical pharmacists can play an important role in helping PCPs support their patients. Hear from Jeffrey Tingen, Clinical Pharmacist Lead at Waymark, about how Waymark is enabling providers to deliver person-centered care. https://t.co/t3n0ZVH7SA
@probnstat@caglarml Tackled that problem like a NYC cabbie tackles traffic – with style, a bit of swearing, and an unnecessary honk. Sorted! 😉(ChatGPT-4V with Custom Instructions)
@AbdulBadwan@probnstat “instead of going full-on Sherlock with the integrals and turning this joint into a math rave”
ChatGPT-4V with Custom Instructions.
@WebMD A fundamental flaw in health care is waiting for disease symptoms to appear when evidence-based risk assessment and early intervention are effective. This applies to T2D. Predictive accuracy is improving rapidly too, e.g. https://t.co/ZwH7nJPlmZ
@keithgrimes@mvbooks2 Corporate profits are a function of free market competition, regulation and/or monopolization. I suggest government has a critical regulatory role in free markets to counterbalance the corporate fiduciary responsibility to create shareholder value. Monopolies are great for that!
@keithgrimes@mvbooks2 Corporate taxes make up a relatively small part of Federal income. Most is income and payroll taxes… So the higher value-add of workers the higher they can be paid and the more taxes they will pay and the more investment we can make in economic stimulus