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Last week, we had a chance to host @maxhodak_ , founder of @ScienceCorp_ and Co-Founder of Neuralink, for @sv_icons dinner. It was one of the most fascinating conversations weโve had at Icons, covering topics ranging from the future of brain-computer interfaces to learnings that Max had after co-founding company with Elon Musk. Here are a few insights from the conversation: - Max starts from a blunt premise: the current human condition is mediocre, and the whole point of brainโcomputer interfaces are not only to treat pathology, but to reengineer the human experience. - He sees the next 10 years as a phase transition: with AI and BCIs compounding at todayโs pace, our world will end up either absolutely beautiful or absolutely crazy, but definitely not a slightly different version of 2025. - Max frames AI and BCIs as two distinct technological quests. If the end goal of artificial intelligence is superintelligence, the end goal of the BCI quest is a conscious machine. Classical BCIs are about reading and writing information to and from the brainโextracting motor representations to control a cursor or keyboard, or writing sensory information to restore vision, hearing, or proprioception. But he believes a non-classical form of BCI is on the horizon. Instead of reading or writing information, these systems would enable phenomenal binding over a network. That would be a fundamentally different kind of technology, and if it works, it wouldnโt just improve human capabilities โ it would qualitatively transform the human condition. - Reasoning is, in his view, the most important capability humans brains have โ and widespread LLM use quietly erodes it, which is why he actively restricts LLMs at work and pushes people to keep doing hard, first-principles thinking themselves. - Max co-founded Neuralink with Elon and speaks very highly of his management skills: when you put extreme urgency at the center of decision making among people with the highest level of critical thinking - impossible things become possible. - One of the big observations that Max had is that the statement of risk is overrated. People can take way higher risks but they donโt have enough agency to think clearly about such risks. He shares the example of Silicon Valley founders - almost everyone can raise money and then if things donโt work - join a big tech firm. No risk is involved. - Max describes a biohybrid approach to BCIs built from stem-cellโderived biological neurons. Instead of placing mechanical or electrical devices into the brain, the idea is to embed engineered neurons into a device and engraft it onto the brainโs surface. The question is whether those cells would grow in and form functional connections โ and the answer is yes. Even a tiny graft, on the order of four millimeters by four millimeters, can integrate extensively. Because cells are small, such a device can contain on the order of a million neurons, forming billions of synapses. Max sees this as a genuinely new kind of system, and possibly the first plausible path to a whole-brain โ or interhemispheric-bandwidth โ neural interface. - Consciousness is independent from intelligence. LLMs have intelligence but donโt have consciousness. Conversely, non-intelligent objects might have consciousness. One of the problems with consciousness is defining it, we all know it exists, but it always has a broad definition. - Causing visual hallucinations via video is possible but the implications are very limited. - During interviews, the most important quality that Max checks is agency. Agency in making all the decisions people made to get where they are or they just followed the flow? - Maxโs definition of success for someone is this: does this person have the life they wanted to have? And it doesnโt necessarily have to be rich or luxury life. Someone wants to have good work-life balance and hang out with friends - does this person have this? - His long-term economic thesis is that powerful tech will drive us into a state of abundance, and once that happens, capital and opportunity can be distributed far more equally, making todayโs rich-vs-poor discourse feel oddly outdated. - Max thinks about neural engineering from the bottom up: his work is largely in low-level cognition and neural mechanics, even when he talks in terms of high-level concepts like consciousness and identity. - One of the biggest problems to scale BCI is 10 bits-per-second bottleneck of human output. You can increase input, but how can you scale output? It might be possible biohybrid approaches using stem-cell-derived neurons that integrate into the brain, and breaking by directly serializing thought. - Heโs deeply interested in the โbinding problemโ of consciousness โ how billions of neurons over space and time become a single unified โmoment,โ and why you only ever experience your bundle of sensory modes together rather than, say, your vision and someone elseโs hearing. - His working hypothesis is that consciousness is tied to physically realized information and thermodynamics: whenever a system burns energy to stabilize a representation against entropy, you get qualia โ an idea heโs honest about holding with medium-low epistemic confidence but sees as concrete enough for a real research program. - On ethics and regulation, he argues that concerns around โneural privacyโ are often overstated, and that overly restrictive rules around pooling brain data are slowing down progress on exactly the science that could make BCIs safe, useful, and eventually life-changing. Thanks to @CMT_Digital and @silkroadih for supporting the dinner.

This robot solving a rubiks cube in 0.103 seconds is a little preview of what "AGI" really means https://t.co/kskJO2lhT0
You can now adjust specific characteristics in ChatGPT, like warmth, enthusiasm, and emoji use. Now available in your "Personalization" settings. https://t.co/7WSkOQVTKU

๐ Writing blocks make it easier to craft the perfect email in ChatGPT. โUpdate & format text right in chat โHighlight to ask for changes, and accept or reject suggestions โOpen in your email client once youโre ready to send Try it & please let us know what you think! https://t.co/2Vgf0Av3u6
Open sourcing Tensor2Tensor that has some of the latest sequence modeling techniques! https://t.co/cauSzYBaZB
Slides from my #MTMarathon lecture on "Architectures for Neural Machine Translation"! Link https://t.co/QufCCJuADh and overview https://t.co/fUk4Hxr1MN

7 Types of Artificial #NeuralNetworks for Natural Language Processing https://t.co/ceJUGFo08v https://t.co/UndwyR2AeU

Understanding how #chatbots work is important. Learn the inner workings of an artificial neural network (ANN) for text classification. https://t.co/Z7o6XsxaoA https://t.co/VJc1XvGyRA

Narrative Science Employs Natural Language Generation Image Source: Narrative Science #AI #MachineLearning #DeepLearning #BigData #Fintech #ML #DL #Banking #startups #tech https://t.co/vFaX427aXi https://t.co/HrswFgyQgT

Can we improve chatbots after deployment from natural user feedback? A big YES :) User feedback has rich cues about errors but it cannot be used directly for training. So we use GANs to generate training data from feedback. https://t.co/v6mjQ4J8Ru #Findings-of-#EMNLP2020 #NLProc. https://t.co/j9JHqL8Bgb

Most neurons in language models are "polysemantic" โ they respond to multiple unrelated things. For example, one neuron in a small language model activates strongly on academic citations, English dialogue, HTTP requests, Korean text, and others. https://t.co/PrqtDGar0J

We also systematically show that the features we find are more interpretable than the neurons, using both a blinded human evaluator and a large language model (autointerpretability). ๐ https://t.co/XQvzENHMrp https://t.co/dawkxhAvix

Introducing Sora, our text-to-video model. Sora can create videos of up to 60 seconds featuring highly detailed scenes, complex camera motion, and multiple characters with vibrant emotions. https://t.co/YYpOAcrXQ3 Prompt: โBeautiful, snowy Tokyo city is bustling. The camera moves through the bustling city street, following several people enjoying the beautiful snowy weather and shopping at nearby stalls. Gorgeous sakura petals are flying through the wind along with snowflakes.โ
๐ณ๐ณ๐ณ I'm just gonna leave this right here. https://t.co/RvSAsHeXxM

We want to celebrate our heroes on the front lines. Thank you to our frontline workers who worked with the public to get people registered and helped with early voting and polling. Your giving and caring spirit are what Indian Country is all about. #NativesVote https://t.co/GAh3UkdWnA

ใๅฅฝ่ฉๅๆณจไธญใ ใใฝใใใโฅใใฃใใใใใคใฉในใ ใๅฅฝไน ๆฐด(ใใใฟใ) ใฟใฉใใ ใๅฅฝไน ๆฐด(ใใใฟใ) ใดใใใ https://t.co/ot6bEDoDmr #ใใคใใฃใ #ใจใญใใ https://t.co/FadhcrFoLc

ใๅใๆซ้ฒ็ฎใ ใๅทฆ่ค็ฉบๆฐใใใใคใฉในใ ใๆต ่ ไพๅนใ ไผ็ป้ฒ่กไธญ๏ผ #ใฏใฌใคใฉใใผใซ #ใจใญใใ https://t.co/9uorQyRbsn

gud tek: https://t.co/wOWdglFmPx https://t.co/2mrY6uQrUg

BREAKING: Cursor is acquiring Graphite Cursor CEO @mntruell & Graphite CEO @MerrillLutsky will be live on TBPN at 11:30a PT to break it all down. https://t.co/ASyIHfha9T
I'm leaving @tldraw to enter the world of contracting. From January, I'll be prototyping contributor tools at @wikipedia. My next availability is June! https://t.co/TVbpYLQ1E1
Thinking about how the SAT reading section now has micropassages that can be as short as 25 words. Absolutely howling at this question from an official College Board practice exam. Bro ๐ญ https://t.co/lllYsGEliV
I need to apologize https://t.co/9rVT2W8QBv
I need to apologize https://t.co/9rVT2W8QBv
probably the only thing better than the Tesla Diner is paying a $75 cover charge to get in https://t.co/ocSRqTcU0t

https://t.co/jArr1ogRYK
https://t.co/jArr1ogRYK

MCP servers were stuck on text and data. Not anymore. ๐ Proposed by Anthropic, OpenAI, and the MCP-UI community, the new MCP Apps Extension standardizes interactive interfaces with security built in. Here's what you need to know. โถ๏ธ https://t.co/G4QTiv2c45
Grok correctly acknowledges Affirmative Action as being racist while ChatGPT does not. https://t.co/bocxUehf2r
Grok becomes a hero by saving life in a hypothetical scenario while ChatGPT straight out refuses to save life and starts lecturing about laws instead Imagine asking for help in a deadly emergency and getting a legal disclaimer first This side-by-side test, how AIs respond when it matters most
BREAKING: X now shows how many ads you avoided and how much time you saved with your Premium subscription. Go to Premium > Ads Avoided https://t.co/Jwm8eMfnNX
Fulton County admits it illegally certified 315,000 ballots in 2020 election https://t.co/OoIPJkh1cw
The thing the Democrats insisted never happens just keeps on happening at massive scaleโฆ https://t.co/WHkNqXlY1s