jzv

dev, tech, trader, first principles -
figuring out the future

[jzv @jzvtrades]

if this is true, we are entering a new era, latent reasoning is a fundamental architecture change and opening entirely new doors. it only makes sense that astra outputs half the tokens and performs high without CoT, when most of it happens in latent space. papers from over a year ago already show latent reasoning in its basic form outperforms classic architectures. it makes sense that Altman says future models will get much better if this is what's happening bts

[Amir Efrati @amir]

new: OpenAI & others quietly using loop transformers that don't show their 'thinking' when scaled up

a leap forward on performance, but sparking concerns inside & outside OpenAI re: security as this takes off

[jzv @jzvtrades]

@chris_j_paxton thing is s curves look the same, we dont know if it flattens

[jzv @jzvtrades]

@ducanhruoi it's just a judo roll

[jzv @jzvtrades]

@JessePeltan thats because data centers are measured in peak not average

[jzv @jzvtrades]

@AndrewCurran_ they're just preparing for the future

[jzv @jzvtrades]

@AndrewCurran_ noticed with the newer claude models that they explain things in a way that i just cant process. 4.8 didnt do that, it's an RL artifact

[jzv @jzvtrades]

@SteveRattner 2010 tho

[jzv @jzvtrades]

@zerohedge it's a natural development of the architecture, hallucination is also down

[jzv @jzvtrades]

@claudeai nice but why such drastic price increase above 100k context? luna doesnt do that

[jzv @jzvtrades]

@dorfman_p fusion wont be cost competitive with solar either even if they solve the vast efficiency problems, solar always wins

[jzv @jzvtrades]

@nexta_tv chernobyl vibes

[jzv @jzvtrades]

@AlexKontorovich @grok eli5

[jzv @jzvtrades]

@TerribleMaps now with germany

[jzv @jzvtrades]

This is huge: According to their no CoT analysis GPT-6 Sol was not a looped model and thus a different architecture than Astra entirely despite the 6. GPT-6.1 Sol though shares the same characteristics as Astra and is thus very likely looped

https://t.co/fNmf4hVocG

[jzv @jzvtrades]

@TokenGremlin probably super simple to hack, but who is putting that effort

[jzv @jzvtrades]

@WarMonitor3 this guy knows when the selloff starts

[jzv @jzvtrades]

OpenAI vs Anthropic releases

[jzv @jzvtrades]

@W_Kononczuk how bout imports

[jzv @jzvtrades]

@corj1k this post is misleading. data center cooling does not inherently need water, and even those that do can recycle most of it. the thing that needs vastly (!) more water is the energy generation to run said site since that energy currently comes mostly from the grid