Plurigrid
@plurigrid
this, too, is Plurigrid! ๐ช NWDZXB
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the memes - all grown now! ๐ช๐ป๐ฆ what local-first transformer-diffusion will sonify this beauty? ๐ป /cc @caseorganic ๐ธ
Solar data center mvp is COMPLETE Hit us up if you want free compute this week. Fully off grid with starlink + battery + cooling. No wires, no water! Build thread below...
In our bodies, a whole universe of energy
๐ดMLSys Security Community on @askalphaxiv, as the perennial tradeoff between rapid adoption and soundness of the underlying implementation is especially pronounced in the free-for-all that is MCP* boost ๐ if you want this to exist & drop your favorite papers on MLSec below ๐
we are pleased to inform you that Plurigrid diagrams can be appreciated in ladybird.org, conkeror.org, browser.horse and all other browsers, including the purely conceptual ones! see you at catcolab.org
turns out PG&E hasnโt been processing my account payments, even though i got confirmation every time and they tell me itโs actually my fault because i used firefox they also โcannot guaranteeโ that they wonโt report my late payments to credit bureaus fuck PG&E
After some thought, I can elaborate why I'm mind-blown: It's now provably possible to train a model to execute a computation (Bellman-Ford in this case) and actually get *guarantees* that the model learnt that computation (up to training error) and not a bag of weak heuristics.
"This is one of the first results where a neural model, when trained to sufficiently low loss, can ๐ ๐ฎ๐๐ซ๐๐ง๐ญ๐๐ ๐๐๐ ๐ฌ๐ข๐ณ๐ ๐ ๐๐ง๐๐ซ๐๐ฅ๐ข๐ณ๐๐ญ๐ข๐จ๐ง for a non-linear algorithm" ... ๐คฏ
Here we gooooo I'll be funded by ARIA Safeguarded AI programme for 2 different projects: one on Quantitative Predicate Logic and one on categorical logic for systems theories. It's going to be an exciting year!!
Weโre excited to announce the first set of R&D Creators for our Safeguarded AI programme, working on TA1.1. This group comprises 22 teams, spanning universities, startups and research organisations across the UK and abroad. But what exactly will they be working on? โ (1/4)
Join us tomorrow for Metagov Seminar featuring the authors of new book, Blockchain Governance! Primavera De Filippi (@yaoeo), @WesselReijers, and @MannanMorshed. Zoom info here: researchseminars.org/talk/Metagov/2โฆ See you at 12pm ET!
Thereโs a lot more to life than just JSON
Introducing Boundless: The Verifiable Compute Layer Unlimited execution. Global composability. On-demand scaling. For every developer. On any chain.
RโฑฏBBIT: Where reactive feedback loops are king, data flows like a game engine, and the future... finally looks like the future. From street-level Data Hackers to high-rise Corpos, craft the perfect datascape. In this world, everything is data.
In this Logos Podcast episode, Jarrad Hope interviews @federicoast, the founder of @Kleros_io. Federico shares his journey into the crypto world, influenced by Argentina's economic challenges. He describes how he envisioned Kleros as a tool to globally democratise access toโฆ
The central challenge with money - as an intersubjective coordination tool - is that the effects of your actions (save, spend, lend) are conditioned _entirely_ on the preferences and beliefs of others. Thus, coordination on semantics is necessary to achieve predictability!
Generally: a neural network is equivariant if, when its input changes in a predictable way, its output must change in a predictable way as well. Attached: a beautiful example from @ylecun's LeNet. As you shift the '4', all the NN's representations shift together with it.
the proof is left as a burden to posterity
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