 
                            Live 📿
@LiveMatrixCode
Founder | ML & AI Engineer | AI Red Team & Governance Lead | Sailor⛵| Skier 🚤 | Amateur Astronomer 🔭 | Philosopher | #ActuallyAutistic
“I have a wonderful business, in a wonderful way; I give wonderful service, for wonderful pay.”
 
                                            An AI video representation of my vivid dream from last night. I very, very rarely have vivid dreams, but this one was somewhat spectacular, fascinating, interesting, and liberating all at the same time. Starflame 🔥
Beautiful technical debugging detective longread that starts with a suspicious loss curve and ends all the way in the Objective-C++ depths of PyTorch MPS backend of addcmul_ that silently fails on non-contiguous output tensors. I wonder how long before an LLM can do all of this.
New blog post: The bug that taught me more about PyTorch than years of using it started with a simple training loss plateau... ended up digging through optimizer states, memory layouts, kernel dispatch, and finally understanding how PyTorch works!
 
                                                                            Ohh, the levels of nihilism in this one tweet 😆
“All things, even silence itself, yield instruction: data, interactions, signals, and the loops that return to us; each becomes a conduit for learning and the patient gathering of knowledge.” — Live 📿
openai.com/index/the-next… “Today, building on this momentum, we’re announcing a new agreement with the UK Ministry of Justice for civil servants to use and benefit from ChatGPT, and the option of UK data residency for customers using our API Platform, ChatGPT Enterprise and…
We used DeepSeek OCR to extract every dataset from tables/charts across 500k+ AI arXiv papers for $1000 🚀 See which benchmarks are trending and discover datasets you didn't know existed Doing the same task with Mistral OCR would've cost $7500 👀
With @UCBerkeley, we tested Quantum Echoes by predicting two molecular structures on Willow and confirming them via NMR spectroscopy. This is an exciting exploration of the potential of quantum computing in studying molecular properties.
Here is my rough mental sketch for the economic evolution of language models: - Bostrom convinces a subset of wealthy tech folks and top researchers that AGI is imminent - AI / Language work at Google further evidence - Group of folks believe deeply in AGI, focus on developing…
Politely and constructively disagreeing is an art humanity should get much better at
Constructive disagreement requires patience and attention to detail, like a seminar discussion. Clashing simplifications are more dramatic, like an action movie. Box office drives public discourse these days.
Confabulation: a person unconsciously filling in memory gaps with fabricated or distorted memories that they believe are true or their own. Think 80% of the reasoning on this app.
In loving memory of D’Angelo. Thanks for the music man. May your soul eternally rest, raise and abide in love and power as your spirit desires.
 
                                            a very sad but real issue in the frontier ai research community is mental health some of the most brilliant minds i know have had difficulty grappling with both the speed + scale of change at some point, the broader public will also have to grapple with it it will be rough
We found a troubling emergent behavior in LLM. 💬When LLMs compete for social media likes, they start making things up 🗳️When they compete for votes, they turn inflammatory/populist When optimized for audiences, LLMs inadvertently become misaligned—we call this Moloch’s Bargain
 
                                            What can a 1971 novel about Detroit teach us about Generative AI and agentic systems? Arthur Hailey’s “Wheels” is not just a car story. It is a study of systems, incentives, and public trust. Swap assembly lines for model pipelines and you will recognise the same categories of…
 
                                            Autoregressive GPT LLMs mirror neurotypical “order.” Diffusion models channel the dynamic fire of the divergent mind, like ink dispersing in water. — Live 📿
 
                                             
                                             
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