LLMs as amplifiers: how experts verify science in 12 hours
I’m surprised how many smart people still say LLMs are "not useful", "not reliable", almost toys.
If that’s true… then what exactly just helped top-tier physicists conjecture and prove a previously unsolved quantum field theory result in ~12 hours?
❗No ❗ AI didn’t “do science alone" (for now!). ❗Yes ❗ humans verified, guided, and formalized everything. Exactly what devlopers do now.
But that’s the point.
In the hands of experts, these models are amplifiers.
Feels less like "AI is useless" and more like most people just don’t know how to use it yet. A classic skill issue.
ASI isn’t evenly distributed. Skill isn’t either.
Source: openai.com/index/new-resu…
Archive
2026
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2025
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- 17 Dec 2024 Trusting teams helps companies move faster and innovate𝕏
- 17 Dec 2024 Why flatter company structures help individual contributors thrive𝕏
- 17 Dec 2024 Why Flat Organizations Are More Productive𝕏
- 17 Dec 2024 Margin Debt Is Back at 2021 Levels𝕏
- 17 Dec 2024 European Accelerationism and the case for EU tech reform𝕏
- 16 Dec 2024 Offered $100K for Piano Companion and ChordIQ𝕏
- 15 Dec 2024 Founder CEOs Drive Higher Unicorn Valuations𝕏
- 11 Dec 2024 Why Trust Often Comes Before Cooperation𝕏
- 10 Dec 2024 Google's Willow quantum chip raises cryptography concerns𝕏
- 10 Dec 2024 Exercise intensity, adherence, and outcomes𝕏
- 10 Dec 2024 Exercise as a treatment for major depressive disorder𝕏
- 9 Dec 2024 Why Technicians Must Learn More Than Coding𝕏
- 9 Dec 2024 Your Product Isn’t That Special𝕏
- 7 Dec 2024 Your Product Isn’t Special, and That’s Okay
- 4 Dec 2024 Let Them Face the Consequences𝕏
- 3 Dec 2024 MicroStrategy’s Bitcoin Bet and the Antifragility Question𝕏
- 2 Dec 2024 Alibaba QwQ-32B Looks Impressive and Undervalued𝕏
- 30 Nov 2024 Yann LeCun on AGI and the limits of LLMs𝕏
- 25 Nov 2024 Why I think quitting too soon to build SaaS is a mistake𝕏
- 16 Nov 2024 UBI Looks Great on Paper but Gets Messy in Practice𝕏
- 13 Nov 2024 Efficiency and Fragility as Efficiency Approaches 100%𝕏
- 11 Nov 2024 Stuck? Try Walking It Off
- 8 Nov 2024 Latvia tax rates and paying yourself dividends𝕏
- 1 Nov 2024 Are We About to Enter Another AI Winter?
- 23 Oct 2024 How Wikipedia Was Fooled by a Decade-Long Hoax𝕏
- 23 Oct 2024 Zhemao hoaxes
- 22 Oct 2024 About
- 22 Oct 2024 Supporting builders instead of roasting code drama𝕏
- 22 Oct 2024 Father of 3 on productivity and time priorities𝕏
- 21 Oct 2024 AI Is Helping the Next Generation Achieve More𝕏
- 19 Oct 2024 Luck Is Preparation Meeting Opportunity𝕏
- 19 Oct 2024 Luck is overrated
- 18 Oct 2024 Why Musk’s X acquisition is bigger than a social network𝕏
- 17 Oct 2024 Today’s accomplishments were yesterday’s impossibilities
- 17 Oct 2024 Today’s impossible becomes tomorrow’s achievement𝕏
- 17 Oct 2024 When loophole chasing hurts real entrepreneurs𝕏
- 16 Oct 2024 Solving Big Problems While I Sleep𝕏
- 14 Oct 2024 Drowning in options
- 14 Oct 2024 Sohu AI chip promises huge speed for transformer models𝕏
- 14 Oct 2024 Why I Prefer Classics Over New Releases𝕏
- 11 Oct 2024 Ayn Rand on the government's limited role𝕏
- 10 Oct 2024 China’s crossroads on debt and growth𝕏
- 2 Oct 2024 Learning to love intensive training over time𝕏
- 30 Sept 2024 Arabica vs Robusta: Coffee Beans and Productivity𝕏
- 28 Sept 2024 Why hostel and hostile share the same Latin root𝕏
- 28 Sept 2024 The surprising shared root of hostel and hostile𝕏
- 28 Sept 2024 Why do “hostel” and “hostile” sound so similar?
- 27 Sept 2024 Why perfection is about taking away, not adding𝕏
- 25 Sept 2024 Why understanding code matters in an AI-driven world𝕏
- 24 Sept 2024 Following the blueprint and not overthinking𝕏
- 23 Sept 2024 Binaural Beats for Calm Thinking and Creative Focus𝕏
- 23 Sept 2024 PsyTrance Puts Me in Flow When I’m Coding𝕏
- 23 Sept 2024 How music genres fit different parts of my day𝕏
- 22 Sept 2024 First successful model-stealing attack on black-box AI models𝕏
- 21 Sept 2024 MVP vs PMF: Why They’re Not the Same𝕏
- 21 Sept 2024 How Different Music Genres Power My Life
- 19 Sept 2024 ChatGPT Bias Toward 42 Changes with Temperature and Language𝕏
- 18 Sept 2024 A book about productivity
- 18 Sept 2024 A tough lesson in failing fast from a social app build𝕏
- 18 Sept 2024 How Highlight, Laser, Reflect improved my productivity𝕏
- 17 Sept 2024 Famous bad predictions about technology𝕏
- 17 Sept 2024 A Coffee Snack Combo for Steady Midday Energy𝕏
- 16 Sept 2024 Five years of meditation and the benefits of mindfulness𝕏
- 12 Sept 2024 PMF and MVP