Max
108 posts
100+ on the waitlist for our 50 person preview event tomorrow for Medra Lab One. If I've missed you somehow, DM me.
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Max retweetet
Max retweetet
Max retweetet
perception and feedback loops make codex 100x stronger
"hey codex copy parts of my entire setup so you can run it, navigate in it, screenshot to understand, and continue iterating until you solve the problem, and then remove all diffs until you have the minimal fix"
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Max retweetet
It’s time for Proof Of Human.
Alex Blania@alexblania
Agentic capability is improving fast. We believe Proof of Human is becoming critical for the internet and many of the platforms we use (like X). This paper explains why FaceID, face biometrics & government IDs won’t solve the problem, and what properties are most important.
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a few years ago i got covid and never recovered.
i went from exercising every day to completely bedbound.
lost 40lbs. in and out of hospitals for over 2 years.
saw 20+ doctors. bloodwork came back normal.
"you're probably just stressed from being a founder."
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Max retweetet
if you're excited by building a pro-human future: we're hiring @tfh_technology & @merge!
Molly O’Shea@MollySOShea
BREAKING: Inside Sam Altman's "Proof of Human" Company 'Tools for Humanity' CEO & Co-Founder, Alex Blania As agents like OpenClaw explode, OpenAI calls the future “extremely multi-agent” If bots can act human at scale, humanity becomes the ultimate infrastructure. We unpack: • 38M+ users, 17M+ verified humans • Why “combating bots is a lost cause” • Why platforms will need proof-of-human • 99%+ of internet traffic could be AI • The “last innings before superintelligence” • Why platforms like X may not be usable very soon + we dive into Merge Labs, @alexblania & Sam's latest co-founding, a BCI research lab with $252M in seed funding at a $850M valuation This is the most in-depth look at @worldcoin, @merge, & the breakthrough entrepreneur hand picked by @sama to lead Tools for Humanity Highlights: (00:00) Alex Blania (01:27) World Explained: ID, Chain, App — The Full Stack (04:47) World Card, Stablecoins & Encrypted World Chat (08:22) 37M Users, 17M Verified (11:02) “Fail-Safe Privacy” — Why This Can’t Break (12:18) Where Proof of Human Actually Wins: Social, Dating, Gaming (14:04) Stop Fighting Bots (16:49) How Alex Met Sam Altman (22:25) Operating with Sam While Building Two Companies (24:39) Inside Merge Labs — Why It Took 18 Months (24:58) “Last Innings Before Superintelligence” (32:38) Launching Merge Labs — $252M Seed Round (34:01) OpenAI Funding + Support (37:30) Brain–Computer Interfaces 101 — Why Bandwidth Matters (42:14) Mind Control? Privacy? The Real BCI Misconceptions
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RL for reasoning often rely on verifiers — great for math, but tricky for creative writing or open-ended research.
Meet RARO: a new paradigm that teaches LLMs to reason via adversarial games instead of verification.
No verifiers. No environments. Just demonstrations. 🧵👇
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Now that I've been through being a kid, growing up, and then having kids, it's clear that the main thing that differentiates people is simply whether they make an effort. Whether they're content to drift along with the current, or whether they try to swim.
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The Tools for Humanity Engineering Fellowship is open for applications. Early-career engineers interested in solving complex problems in the age of AI, are encouraged to apply.
Tiago Sada@tiagosada
introducing the Tools For Humanity Engineering Fellowship we believe the world is shaped by young people if you're under 24, come work on real things that matter toolsforhumanity.com/careers/fellow…
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PyLabRobot is going to be hugely useful in the coming 1-3y
Rick Wierenga@rickwierenga
claude is independently connected to a plate reader and writing a PyLabRobot interface to it
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1987: AI can't win at chess—planning is uniquely human
1997: AI can't win at Go—intuition is uniquely human
2016: AI can't win at poker—bluffing is uniquely human
2023: AI can't get IMO gold—reasoning is uniquely human
2026: AI can't make wise decisions—judgment is uniquely human
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ofc i'm bitter lesson pilled. do you know much we (stanford ai phd students) shit talked openai back in 2019? it's so cringey that i feel profound, full-body, somatic embarrassment 😭
scale&data are everything. @medra_ai is my conviction in the bitter lesson, applied to bio.
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