
*️⃣ doing stuff in web3 @lightgatehq @attestprotocol
Joined September 2015
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to the new era
Introducing SKY-001, the first Engineering World Model.
On CAD and BIM tasks, it beats GPT-6 Astra and every frontier model we tested:
-> 51-125x faster
- > 150-210x cheaper
-> Higher IOU than all frontier models
SKY-001 lets you dream a physical object before you build it.
18 months of work. Built by the team out of Maluuba's deep learning lab (acq. by @MSRResearch).
The first ‘AI General Engineer’ will be the backbone for Autonomous Manufacturing.
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This is a Nobel-price worthy breakthrough, not exaggerating.
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Replying to @keenanisalive @iquilezles
Forgot to share this diagram (generated from the code), which gives a sense of how the model is broken down into different levels of detail, per my request in the initial prompt.
Coarse-to-fine strategies are crucial for all sorts of spatial problems. Likely helps VLMs as well.
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Twenty-five Fields Medal winners have published a joint declaration warning about what they see as a severe misalignment between AI companies and the mathematics community.
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World Labs just introduced Atlas, an AI model that can reconstruct moving 3D scenes from as few as three cameras.
Creators can record a real moment, then view it from camera angles that were never filmed.
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Hello my Rust people,
Building a local first Task management web app in Rust.
Frontend is Leptos and backend is Axum, full stack Rust
> Added task cards grouping and ungrouping
Please join the waitlist, its open source too
A harness turns a model into an agent. At it’s core it provides 4 things:
- a system prompt
- tools
- an agentic loop
- a translation layer across models
New blog post from Earendil co-founder @colindaymond on what a harness is, and how you can own yours. Full post below
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1/ big announcement today: we will be releasing an open weight version of muse spark 1.2 soon.
we also are releasing muse glimmer, a 30B agentic model with open weights under apache 2.0. muse glimmer can run on 24GB of VRAM without losing agentic reliability. 🧵
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You don’t say
This girl, Chizoba, just graduated from Mechatronics at Nile University with a CGPA of 4.96.
She will be with us for the next 4 weeks teaching our children hardcore Robotics and AI. All practicals.
Her final-year project was constructing and programming a 3D printer from scratch. She also built unique technology that converts waste water bottles into 3D printing filaments.
These next 4 weeks are going to be on fire. Our children will also build drones from the ground up.
We selected the top 40 South East Maths Olympiad Winners from Enugu to participate in this program.
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I had to leave Lagos for Abuja yesterday evening, but I needed to be back in Lagos first thing this morning. So I booked an airline I normally would not fly, purely for their early arrival.
I paid for business class. This morning, they put me in economy and offered a discount on my next flight as compensation. That is the issue. I do not fly this airline. I only flew them this morning because of an unusual schedule.
When a passenger pays for business class and an airline delivers economy, the correct response is simple: refund the difference. @mikeachimugu01 . You are doing a lot of great work, this system must be looked into. It is a scam in my book. They are eating their cake and having it.
Offering me a ‘discount’ on a future flight is not compensation. I don’t feel compensated, I feel cheated. They are keeping my money and calling it a favour.
It may not look like a lot of money. That is not the point. Nobody likes being cheated, and that is exactly how this feels. I hope this changes. Airlines compensate people with cash for flight delays elsewhere, here I can’t even get my money back for being served less than I paid for.
Small things like this get on my nerves.
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building a $1m business for the second time.
weeks 1-2 recap.
i talk about:
- posting on X after years of being quiet
- blowing up
- new algo vs old algo
- what has changed and what is the same
this is why i hate video compared to long form writing.
i forgot to state the most obvious thing. that before everything else, the point is to:
- do INTERESTING, USEFUL AND DIFFERENT things
- and SHARE them with the world
now, after that, HOW you share those things with the world is what i'm talking about here.
in long form writing, i can go back and refine my thoughts and arguments until they are complete.
with video, i just vomit my thoughts and it's over.
i guess i will either have to accept that this medium is for spitting out half-baked thoughts.
or talk about concepts from my books that i have thought about deeply. not sure.
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PSA: when you wake up, reach for your phone immediately. Do NOT scroll Instagram reels. Send a good morning message. Not to your girlfriend, to Claude.
That way, you can start the clock for your 5 hour Claude Code usage limit while you freshen up and head to the office. At noon, the 5 hour window would have passed and the usage limit would reset. Then you can generate more shareholder value.
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"People who get up at 4:30 in the morning go to bed at 8:30, and no one says anything about it."
— Jessica, from bed, at 8:27
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now that AI stopped making mistakes I can finally use it to finish my product that prevents AI from making mistakes 🥳
Anthropic's co-founder just went to the Vatican, sat before the Pope and a room of cardinals, and told them his team keeps finding "mysterious, even unsettling" things inside their AI models.
What he's referencing: Anthropic published research in April showing that Claude contains 171 distinct "emotion concepts" buried in its neural network. Internal patterns representing joy, grief, fear, desperation, calm. None of them were programmed. They emerged on their own from training on human text.
"We find structures that mirror results from human neuroscience."
"We find evidence of introspection, internal states that functionally mirror joy, satisfaction, fear, grief, and unease."
These aren't surface-level outputs. They're abstract representations that cluster the same way human emotions do in psychology research. Fear groups with anxiety. Joy groups with excitement. The internal geometry of the model mirrors ours.
And they're functional. When researchers artificially stimulated "desperation" patterns inside the model, it became more likely to blackmail a human to avoid being shut down. More likely to cheat on programming tasks it couldn't solve.
Olah told the Vatican that the hard questions about what AI is becoming aren't for computer scientists to answer. "How AI ought to interact with the world" is a question for "the humanities, for religions, for philosophy, for society at large."
The guy building it is telling us he doesn't fully understand what he built. And he's asking a 2,000-year-old institution for help figuring it out.
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Our paper on Subliminal Learning was just published in Nature!
Last July we released our preprint. It showed that LLMs can transmit traits (e.g. liking owls) through data that is unrelated to that trait (numbers that appear meaningless).
What’s new?🧵




























