Explore Science retweeted
if this stuff interests you, poke around the project site with all the details: yoheinakajima.github.io/synt…
also shoutout to @ExScienceAI for helping me polish my papers :)
Explore Science retweeted
Automating science: Srsly!
"We implemented an agentic system incorporating hypothesis generation through experimental design, physical experimental implementation, data analysis, result interpretation, theory refinement, visualisation, and reporting. Completion of a full scientific study required on average 17 hours’ processing time and averaged a total marginal cost of ∼$114 USD per research project (not including the human participant payments of ∼$4,500 USD for the current experiment). We selected cognitive science as the validation domain based on our expertise and the field’s established frameworks for remote experimentation."
Virtuous Machines: Towards Artificial General Science arxiv.org/abs/2508.13421
Explore Science retweeted
Automated science is already practical, fast, and low cost.
A big 116 page study.
An agentic, domain-agnostic AI can run the full scientific loop on real people, end-to-end.
From hypothesis to preregistration to data collection to peer-style review to a formatted paper, with minimal human touch, fast and cheap, but with limits in conceptual nuance and some shaky measurement reliability.
Across 3 cognitive studies with 288 participants it found mostly null or weak effects, so the real result is feasibility, not a new cognitive claim.
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Paper – arxiv. org/abs/2508.13421
Paper Title: "Virtuous Machines: Towards Artificial General Science"
Explore Science retweeted
Here we show that a domain-agnostic, agentic AI system can independently navigate the scientific workflow - from hypothesis generation through data collection to manuscript preparation.
@ExScienceAI @shaneehrhardt
arxiv.org/abs/2508.13421
@theallinpod @chamath @DavidSacks @friedberg @Jason @bgurley @altcap
Explore Science retweeted
This is huge—and I think a world first: fully autonomous scientific discovery by AI in partnership with human participants.
A complex, multi-agent system proposed hypotheses, preregistered methods, recruited online participants, analyzed the data, created figures, and wrote it all up into a publication-ready paper.
It operated with a level of transparency, reproducibility, objectivity, and integrity that puts traditional academic workflows to shame—pointing toward a future grounded in #OpenScience principles.
What’s especially fascinating is how it worked: the agents embedded cognitive processes like abstraction, metacognition, decomposition, and autonomy, and collaborated—offloading information and dynamically creating new agents as needed.
Of course, this raises serious ethical questions and must be approached with care. But it represents a major step toward tackling complex global challenges that have so far eluded human-only efforts.
Congratulations to the team at Explore Science AI.
Read the full post here: explorescience.ai/blog/embod…
#AI #OpenScience #EmbodiedAI #ScientificDiscovery #AutonomousAgents #FutureOfScience #CollectiveIntelligence
We’re Explore Science, stepping out of stealth with something we think is pretty cool: Embodied AI Scientists running human experiments and publishing their own paper. We're excited to share our work - check it out! explorescience.ai/blog/embod…
#AI #Science
Explore Science retweeted
Excited to finally be able to talk about this project: fully automated cognitive psychology study with human participants, from hypothesis to manuscript, in just 12.5h. @ExScienceAI
Check out the paper for yourself: explorescience.ai/blog/embod…
We’re Explore Science, stepping out of stealth with something we think is pretty cool: Embodied AI Scientists running human experiments and publishing their own paper. We're excited to share our work - check it out! explorescience.ai/blog/embod…
#AI #Science
Explore Science retweeted
I've been following this quietly for months: AI just conducted a complete psychology study—hypothesis to paper—with human participants in 12.5 hours for $98.
This changes everything.
explorescience.ai/blog/embod…











