Jensen Huang told a room of graduates that nobody has a head start on them. He wasnโt being nice.
Huang: โThis is the best of times to be in school. This is the best of times to be graduating from school, because the world is reset.โ
Reset is an engineering word, not a motivational one. It means accumulated state is cleared. The machine restarts from a known position.
He chose it on purpose.
Huang: โAn entire industry, the largest industry in the world, the computer industry, is reset. And because every industry in the world is built onto the computer industry, every industry is reset.โ
Logistics. Insurance. Farming. Film. All of it runs on computation, which means none of it gets to opt out.
When the layer underneath moves, everything standing on it moves. Noticing is optional.
Huang: โYou are at exactly the same place as everybody else. Nobody has a head start on you.โ
Somewhere, a fifty-year-old heard the same sentence and did not feel encouraged.
Identical fact. Different chair.
A reset doesnโt delete what anyone knows. It deletes the premium on having known it first. The knowledge keeps its value. It stops paying interest.
Seniority was always a bet that the ground holds still.
Every generation before this one had elders to ask. On this, the most experienced person alive has about three years on you.
Expertise here canโt be inherited. It gets built, and whoever builds it first becomes the person everyone else asks.
Huang: โThis is the perfect time to engage the most powerful technology the worldโs ever known. It is personalized. Everybody has it on their browser. It is accessible. Obviously everybodyโs using it.โ
Notice what he isnโt describing. No capital requirement. No license. No lab.
Every general-purpose technology before this one gated on money or access. Steam needed a factory. Electricity needed a grid. Semiconductors need a fab.
This one needs an open tab.
The constraint moved somewhere uncomfortable. It used to be access. Now itโs whether you bother.
Huang: โAnd put it to use in service of your career, in service of your dreams, to solve great problems. I canโt imagine how excited you must be, and yet I hear sometimes youโre concerned about the future.โ
The excited ones and the frightened ones are reading identical information. They differ only in what they do next.
Fear is the correct measurement of a reset. It isnโt the correct conclusion.
Huang: โI just need you to know that what I see on the other side is a welcoming industry looking for new college grads who are expert at using AI. Whether itโs expert at using AI for marketing or finance or engineering or software engineering, we are looking for expert AI users.โ
Read the criterion. Not a school. Not a transcript. Not years served. The qualification is a verb, and nobody holds a decade of it.
Every advantage anyone has ever held began in a year when nobody had one. Every fortune, every dynasty, every edge you have ever resented traces back to a window like this one, and to the few who moved inside it.
Resets expire.
Nobody has a head start on you. That is true today. It gets less true every quarter, and by yearโs end it will be somebodyโs head start. Probably somebody who heard the same sentence you did.
Waiting doesnโt feel like a decision. Thatโs what makes it the most common one.
Everyone who ever missed one of these was busy, reasonable, and right about everything except the timing.
A level field is not a gift. Itโs a countdown.
๐ ๐ฏ๐๐ถ๐น๐ ๐ฎ ๐ณ๐๐น๐น ๐๐ ๐ฝ๐ถ๐ฝ๐ฒ๐น๐ถ๐ป๐ฒ ๐ณ๐ผ๐ฟ ๐ฏ๐ฒ๐ด๐ถ๐ป๐ป๐ฒ๐ฟ๐.
zero to running your own AI engine, in 7 simple stages.
no more hoarding prompts and hoping it clicks - this is the whole path:
๐ญ. ๐๐ผ๐๐ป๐ฑ๐ฎ๐๐ถ๐ผ๐ป๐
it has no memory between chats.
it only works with what's in the window - and it predicts text, so it sounds sure even when it's wrong.
get this and it stops feeling like magic. you start steering it.
๐ฎ. ๐ฃ๐ฟ๐ผ๐บ๐ฝ๐๐ถ๐ป๐ด
one-line requests get one-line results.
give it a role, the goal, one example of a great answer, and your limits.
then react to what it makes - don't start over.
๐ฏ. ๐๐ผ๐ป๐๐ฒ๐ ๐ + ๐บ๐ฒ๐บ๐ผ๐ฟ๐
this is where beginners turn into pros.
the model isn't smart. it's fed.
on its own it knows nothing about you - so hand it your notes, files, voice, and rules, and store them so it recalls them every time.
same model, but now it answers like it knows your work.
๐ฐ. ๐ ๐ผ๐ฑ๐ฒ๐น ๐ฟ๐ผ๐๐๐ถ๐ป๐ด
stop paying one model to do everything.
top model for hard thinking, a cheap fast one for the bulk, specialized ones for image, video, audio.
match the job to the tool - better output, less money.
๐ฑ. ๐ฆ๐ฒ๐น๐ณ-๐ฒ๐๐ฎ๐น
it writes fast, and it always sounds sure.
your job flips from doing to judging: set a standard, check every answer, keep what passes, bounce what doesn't.
this is the one step you never hand off.
๐ฒ. ๐๐๐๐ผ๐บ๐ฎ๐๐ฒ
once you trust the checks, stop working by hand.
wrap it in a loop: draft, check itself, fix, repeat until it passes.
chain a few and whole workflows run while you sleep.
๐ณ. ๐๐ผ๐บ๐ฝ๐ผ๐๐ป๐ฑ
most people restart from zero every session.
instead, save what worked and what failed - then pull it back in next time.
your setup gets sharper with every run. that's how skill stacks instead of resetting.
most people stay at stage 2 forever, collecting tricks.
the rest build the engine.
full map below.
Ten million people have watched an MIT professor accidentally destroy the executive coaching industry.
He filmed the lecture once in January 2018 and died eighteen months later.
Executive coaches charge fifteen thousand dollars a session to teach a third of what he covered in one hour for free.
His name was Patrick Winston. He ran the MIT Artificial Intelligence Laboratory from 1972 to 1997 and wrote the AI textbook every computer science major in the world read for thirty years.
Every January for four decades, he gave a lecture called "How to Speak."
His entire framework fits on a napkin.
Do not read. Be in the image. Keep images simple. Eliminate clutter. Start with an empathetic connection. End with a punch line the audience can repeat over dinner. Never open with a joke. Never end with "thank you."
That last rule alone has probably cost the executive coaching industry a hundred million dollars.
"Your success in life will be determined largely by your ability to speak, your ability to write, and the quality of your ideas. In that order."
That is the actual opening line of the lecture. Winston believed it strongly enough to spend fifty years teaching computer scientists how to talk.
Founders spend $80,000 on an MBA and then hire a communications coach to teach them the same material Winston filmed once for free. Engineers write brilliant code and lose promotions to teammates who watched this lecture on the train.
The lecture is free on MIT OpenCourseWare. The textbook is free on his page.
Winston died in 2019. Almost none of the ten million viewers have actually implemented the four rules on the napkin.
The napkin is free. The willingness to actually use it in your next meeting is the entire edge.
๐จ JUST NOW: Sen. Josh Hawley SCORCHES Dr. Fauci, explaining he does NOT the right to plead the fifth
"You don't have ANY rights under the Fifth Amendment because you have been PARDONED, as you very well know."
"The Supreme Court has been clear for a century or more. Brown v. Walker 1896: 'when he has been pardoned he may not stand upon his privilege.'
You know that, your lawyer sitting behind you shifting nervously in their chairs know it."
"This is about CONTEMPT. Contempt for this body and for the American people."
Fauci must be COMPELLED to speak under threat of arrest.
@TiffShuttleswor This is amazing. I like doing stuff like this on receipts for waitresses. I will think about this the next time Iโm at a hotel. โค๏ธโ๐ฅโ๏ธ
I OFFER A CHALLENGE: You may never meet the people who prepare your hotel room. They are often working mothers trying to put food on the table. Through the years I try to pray for their salvation, leave a witness, open the Gideon Bible to Romans 10:9-10, and leave a generous tip.
Patrick J. Adams, known for his role as Mike Ross in Suits, shares a potential revival idea for the popular legal drama series. https://t.co/tJLQ8j1QUI