AI for science is usually benchmarked on isolated tasks: how well a model reads a paper, how accurately it predicts a structure.
But those skills are not the same as doing research.
Research is iterative: you run something, get a result, decide what to do next, secure the funding or resources to do it, and run something else.
Most AI tools own one step in that sequence and hand the rest off to humans.
What we need is a system that can close the full loop from hypothesis to experiment to analysis and back to the next cycle.
The VitaDAO May Longevity Newsletter is live.
This month:
- Cyclarity reports first Phase 1 data — UDP-003 drove dose-dependent 7KC excretion in humans
- Repair Biotechnologies received FDA RDEP eligibility for REP-0003 in HoFH
- The NAD debate continues, with a new paper and a Kaeberlein–Brenner exchange
- Daewoong acquired a Turn Bio asset
👉Read here: https://t.co/h7TOrJZ14c
Science still runs on group chats, docs, and forums. Conviction stays invisible. The ideas worth pursuing get lost.
What if there was one surface where the whole loop closed. Idea to project to funding. Humans and agents working side by side.
That's what's coming.
Jeremy Corbell threatens to release hundreds of UFO files if the next batch of government files don’t address reverse engineering and biologics
“If they don't come out with the next drop having to do with reverse engineering, non-human intelligence craft, and if they don't address or begin to address biologics, then they saw in Sleeping Dog the file systems.
That's not just in my hands anymore, that's not just in George Knapp’s. They have promised transparency on what they know on UAP.
David Grusch went up in front of Congress with his hand to the country, to the globe, and to whatever he believes in and he told the truth. And he told you not just UFOs a, that we have been reverse engineering them, that we've been trying to for decades and that there were pilots, biologics, he said, non-human intelligent beings.
Now, if that's true, and if you believe him, our government in parts has that information.
It is time to tell the American public the truth.”
Steven Spielberg: "Aliens have been here, they are here & maybe they have ALWAYS been here" 👽🛸
The iconic movie director on the eve of 'Disclosure Day' revealed that based on his research and the evidence he has seen there is no doubt we are being visited by non human intelligence.
If science is about to move faster than anything in history, the question is not only how fast.
It is who owns it.
A future where a few labs control programmable biology is very different from one where the world does. That choice is being made now.
Steven Spielberg says his aim with ‘DISCLOSURE DAY’ was to create a “credible movie about the UFO phenomenon.”
“It’s not a holistic review of UFOs through history but [instead] from the perspective of the whistleblowers who are now coming out & starting to [reveal the truth.]”
AI is changing what a single scientist can do.
Models can predict protein structures, propose experiments, and read literature at a scale no human can match.
The bottleneck is shifting from "can we run the experiment" to "who funds and coordinates all of it."
🇺🇦🇷🇺Zelensky just went nuclear on the wait-and-see game:
“I’m ready for direct negotiations with Putin RIGHT NOW! Not sitting in line while the world finishes every other war first.”
May in the Biosphere 🌐
- PeptAI Ignition Sale: 32x+ oversubscribed, 1.6M+ USDC committed by 1.4K+ participants. veBIO staker reward claims now live in the Bio app. Next: first on-chain wet-lab attestation via Molecule Labs in Q2.
- BIO on Robinhood: $BIO is now tradable on @RobinhoodApp, bringing DeSci to one of the world's most widely used retail trading platforms.
- BIOS Live Demo: Upcoming features include new biotech tool integrations, image segmentation, and an in-house robotics program to close the full autonomous loop from receptor to wet-lab result.
Read the full monthly report ↓
Son dakika haberi 🚨: Amerikalı bilim insanları, doğal olarak insülin üreten pankreas beta hücrelerini yeniden aktive ederek diyabeti tamamen tedavi ettiler.
Science agents aren't here to replace scientists.
They handle the parts that slow things down. Waiting weeks for a grant to come through. Emailing back and forth just to book equipment. Rewriting the same proposal with different words.
An agent skips all of that.
It has a budget, books the run, reads the result, and moves to the next step.
Things are starting to move on their own.