The current state of the art for autonomous driving has shifted to end-to-end reinforcement learning, moving past imitation learning and modular pipeline approaches.

X-Cell uses diffusion language models instead of autoregressive models precisely because diffusion models do not require assuming any ordering of genes, removing a key structural assumption that plagued earlier single-cell foundation models.

Applied Intuition's automotive segment is only 30% of total revenue, with 70% already coming from non-automotive verticals.

Xaira's X-Cell model generalized from a T-cell line to primary T-cells from multiple donors and to an entirely unseen cell type in a pan-differentiation experiment, making accurate predictions across thousands of genes and thousands of perturbations.

The term 'zero KLD' refers to bit equivalence between training and inference systems, a quality assurance standard ensuring model behavior does not drift when moving from training to deployment.

Y Combinator charges carry premiums of 40-50%, which is unprecedented in the venture industry.

A low single-digit percentage of policy surrenders would push over a hundred of the approximately 680 insurers into negative regulatory capital (below RBC ratio thresholds).

Some private equity-backed insurers have a 25% allocation to private credit and operate at 60 times leverage.

Finishing below-grade space in NYC brownstones yields effective bonus square footage because basements are excluded from floor-area-ratio calculations.

Applied Intuition's automotive business represents only 30% of its total business, with 70% already being non-automotive.

Accumulated organisational context in AI enterprise tools creates strong switching costs that lock customers in.

Sean Hodgman's experiment was the first to demonstrate momentum entanglement with atoms.

Applied Intuition is already running commercial self-driving trucks in Japan under the Isuzu brand, marking a live deployment milestone.

“All of our money is made with the uncoachable ones.”

“Something like 46% of the emperors of Constantinople are overthrown through violence. 46%. And that's almost half.”

“It's not the stress that burns us down, it's the response to stress.”

“The implementation is actually not the expensive part anymore. It's dare I say taste.”

“The transformers can't plan but they can do a very good job of pretending essentially that is in a sense.”

“I personally favor a soft lean and done approach to Ethereum once the straw map is completed.”