Gregor Hintner
195 posts


@ezeedeetee @PrismML @LocallyAIApp @huggingface That looks fantastic, thank you! Curious about the performance on iPad too.
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@greghintner @PrismML I run models using @LocallyAIApp . Great app. Does a great job of managing ram and bringing frontier models from @huggingface . Its available on the app store. Enjoy 😎
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Today, we are emerging from stealth and launching PrismML, an AI lab with Caltech origins that is centered on building the most concentrated form of intelligence.
At PrismML, we believe that the next major leaps in AI will be driven by order-of-magnitude improvements in intelligence density, not just sheer parameter count.
Our first proof point is the 1-bit Bonsai 8B, a 1-bit weight model that fits into 1.15 GBs of memory and delivers over 10x the intelligence density of its full-precision counterparts. It is 14x smaller, 8x faster, and 5x more energy efficient on edge hardware while remaining competitive with other models in its parameter-class.
We are open-sourcing the model under Apache 2.0 license, along with Bonsai 4B and 1.7B models.
When advanced models become small, fast, and efficient enough to run locally, the design space for AI changes immediately. We believe in a future of on-device agents, real-time robotics, offline intelligence and entirely new products that were previously impossible.
We are excited to share our vision with you and keep working in the future to push the frontier of intelligence to the edge.

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@ezeedeetee @PrismML What app do you use here to run individual models local on iPhone?
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@PrismML Running on airplane mode with zero connectivity, the speed and precision of replies is really impressive. Just eyeballing the inference speed on iPhone 15 pro, I’d say it does feel like 3x - 5x faster than qwen 3.5 4B model. Mind blowing 🔥🙇♂️❤️

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@PhDumbfounded Any suggestions why the embedded post shows as unavailable on my end with sensitive content display enabled and no muted words? Region based blocking? Can you see it?

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Most men I know are quietly dying of safety.
They have the job, the routine, the discipline. They are doing everything right. And they are numb in a way they can't quite name.
I'm a clinical psychologist. I wrote about why you need vices — and why picking them wisely matters more than eliminating them.
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@PhDumbfounded Also recognize its electronic nature and connect it deliberately. Obviously that responsibility has worked out great with social networks before haha
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@vabor112 Sorry for the amateur question. Can this replace a commercial kernel like Parasolid?
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@greghintner Hi! Not sure what you mean. We support meshes if that clarifies it.
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Happy to share a major milestone: after years of development, we are officially launching Version 1.0 of the GeometricKernels library!
To top it off, our accompanying paper has just been published in JMLR (MLOSS)! 🎉
github.com/geometric-kern…

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@PhDumbfounded Fair, if it can work out that way. The PC started with somewhat similar promises, bicycle for the mind, and I have yet to see a redemption arc. Intuitively I share your perspective.
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@greghintner But unlike the internet, AI is the first tool we’ve created that can actually help us understand and navigate the best approach, and so much more quickly if we were decision-making on our own
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Amara's Law (Roy Amara): 'We tend to overestimate the effect of a technology in the short run and underestimate it in the long run.'
Right now in March 2026, AI fits perfectly: 2025's wild hype → trough of disillusionment, failed pilots, 'bubble' talk.
But the long-run underestimation is already showing—agents getting shockingly reliable, capabilities quietly exploding faster than most admit.
Don't swing from hype to cynicism.
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@pricechekaisle5 @fastrlife Difference between altering and developing or raising, and pitches tend to solely promise the latter.
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@greghintner @fastrlife Tons of animals enjoy altering their state by consuming the earths offerings. We’re no different.
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Psilocybin can:
1. Dissolve the default mode network (ego)
2. Reset depressive thought loops
3. Grow new neural connections (neurogenesis)
4. Increase psychological flexibility
5. Reduce fear of death
6. Quiet the amygdala (less reactivity)
7. Break addiction cycles (nicotine, alcohol, opioids)
8. Induce lasting personality shifts toward openness
9. Trigger mystical experiences with measurable after effects
10.Reduce OCD symptoms
11. Increase emotional range and depth
12.Restore a sense of meaning
13.Decrease authoritarian thinking patterns
14.Enhance nature connectedness
15.Reduce cluster headache frequency
16.Improve end of life anxiety in terminal patients
17.Increase creative problem-solving
18.Heighten sensory perception
19.Produce long term increases in well being from a single dose
20. Make the unconscious visible
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@YiMaTweets Why mathematical theory of memory when mathematical memory theory seems sufficient?
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Version 2.0 of our new open-source book is now released on the book website: ma-lab-berkeley.github.io/deep-represent… As the update is very substantial from version 1.0, we give the book a new title: "Principles and Practice of Deep Representation Learning," or "A Mathematical Theory of Memory."

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@Mike_Shperling @Hesamation Jobs and startup terminology seem downright antithetical and no source for that text turned up in web search for me.
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@Hesamation love the idea, but i’m skeptical about the author.
it feels very much like a chatgpt response and there's no record of jobs saying this.
a good thought regardless of where it came from though.
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@SipeedIO Users can print their own cases, or offer one yourselves.
Make designs cleaner and simpler.
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@SipeedIO What do the 3rd and 4th port contain, USB-A and Ethernet?
If Ethernet, does it support POE operation?
If USB-A, can you remove it, or offer a non USB-A version, or can users take the port casing off with the SBC continuing to work as expected?
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@RockstarSupport Do you have iCloud or Game Center cross device saves support in Red Dead Redemption for iOS in the standalone version. Why omit that or controller support information from the App Store page?
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@NotATeslaApp - tall driver compatible and less aggressive nag for non FSD regions
- Wallet Car Key
- license plate visualization
- AirPlay or CarPlay
- full seat controls on rear screen
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@PhoenixWallet Could you include wallet settings, name and picture, in iCloud backup sync?
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New major release: 🥕 Taproot channels!
🥕 full taproot support including splices
🪙 on-chain operations are now ~20% cheaper
🕵️ on-chain footprint is indistinguishable from a standard p2tr wallet as long as the channel isn't force closed
🤹 new multi-wallet support on mobile
Available on Android & iOS (2.7.0), and server (phoenixd 0.7.0).
Next up: V3 transactions and 0-fee commit txs to completely shield channels from on-chain feerates fluctuations.
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