Thank you @tbpn @jordihays @johncoogan for hosting and for sharing @stelliostech story! Thanks @SamPearton @_bart_m @zackbiaofficial for the intros! And huge thank you to everyone supporting our efforts @jamiegull @CubitCapital @atomsandbitsxyz @MorganSchwanke @shervin and so many others!

GM. Friday. A lot going on. Here's the line up: - @rosstaylor90 (General Reasoning) - @max_buchan (Valarian) - @8eanmurray (Fuse Energy) - @alirhaddad (XRlabs) - @gluk64 (Matter Labs) - Richard Starson (Stellios Technologies) - @adijayaprakash (Blacksmith) See you on the show.

The Jensen effect 🦆 launch day: about 3,000 MicroDucks sold 
24h after @JensenHuang showed it on stage at @nvidia GTC: over 4,000 newly sold units and keep counting bigger than our (already massive) launch day!

Open Math Harness is open source: the runtime of Open Math OS, infrastructure for Math 2.0. Built for everyday math research: agents on open models with math and scientific computing tools, parallel exploration in Ultramath, autoformalization in Lean. github.com/openmathmodel/ope…

Oxford Associate Professor Jakob Foerster (@j_foerst) told us what AI for good really involves: transparency, trust, and control. "Well, I think as whenever you don't know the incentive structures behind powerful technology and mechanisms, we should be cautious, right?" "We rely completely on systems that we don't understand potentially running our economies in the next couple of years--next few years--it's absolutely terrifying." "Whatever happens with the closed models, we shouldn't lose track of the North Star, which is to have a stack that we trust and that we control." "The best AI for good, the best thing we can do, is to build trusted, transparent capabilities, and everything else is, at best, a patch because ultimately you are up to the benevolence and incentive alignment of things outside your control."

Today we're announcing our partnership with Zylidac, a state-of-the-art CDMO owned by the Pharma giant @ZydusUniverse Group. We're excited to be working with this veteran team that has brought over 30 molecules into the clinic. They understand that the digital control over biology that Prolific uniquely enables is going to be essential for manufacturing the coming wave of new medicines. Zylidac are not the only CDMO we are working with, but they will be the first to receive our GMP 2KL illuminators, due to their extreme proximity to our HQ (5min walk). For anyone who was curious about trying Optogenetic Biomanufacturing, but was worried about the lack of a GMP scale path, one now exists at Zylidac. And more options will be coming online soon. We have a growing waitlist of deployments scheduled for 2027 and 2028.

Exciting new chapter: building the future of power systems, propulsion, and American defense & energy. At @stelliostech we're building next gen. power systems from directed energy for c-UAS to compact fusion for propulsion. Check out more below and follow the journey. 🇺🇸🚀

Our co-founders @tee_ganbold, Amit Gupta and @frank_meehan are at #NVIDIAGTC Berlin this week, 20–22 October. If you're building AI that has to stay under your control, come and find them. Our DMs are open.

Moritz Hardt, a computer scientist at the Max Planck Institute for Intelligent Systems, thinks that the “measuring sticks” used to assess AI models have been broken for decades. Quanta spoke to Hardt about what went wrong, and where to take them next: quantamagazine.org/he-wants-…

Will be sharing our work on AI since 2010 at this conference at UCLA .. Science xAI Summit 2026 Keynote soon