promethean

@Kekius_Sage Will we reach I?

Will we ever reach Kardashev Type II, or collapse before we even try?

Future historians will point to the Opus effect on charts of the boom in software complexity and refinement we are currently witnessing take off. More is more, try everything!

Energy-based model techniques are the next generation of AI innovation. You'll start seeing them hybridize and potentially replace transformer architecture over time for many verticals.

@simplifyinAI Makes total sense. Predict direction rather than the next word. Potentially easier to invalidate strategies that turn out to be poor and redirect too before you're too deep in the output.

🚨 BREAKING: Tencent has killed the “next-token” paradigm. Tencent and Tsinghua has released CALM (Continuous Autoregressive Language Models), and it completely disrupts the next-token paradigm. LLMs currently waste massive amounts of compute predicting discrete, single tokens through a huge vocabulary softmax layer. It’s slow and scales poorly. CALM bypasses the vocabulary entirely. It uses a high-fidelity autoencoder to compress chunks of text into a single continuous vector with 99.9% reconstruction accuracy. The model now predicts the “next vector” in a continuous space. The numbers are actually insane: - Each generative step now carries 4× the semantic bandwidth. - Training compute is reduced by 44%. - The softmax bottleneck is completely removed. We’re literally watching language models evolve from typing discrete symbols to streaming continuous thoughts. This changes the entire trajectory of AI.

This is sick

Mood

@notcee_fan Half for me, half for the food pantry

As a child of god what's your next move?

@ryolu_ @robinebers Please tell me*

@ryolu_ @robinebers Please me you're moving to windowed unlimited usage for ultra. That would get me back from Claude max

sometimes I think about leaving Cursor behind 🫠 it's still the best tool but I had so many conversations lately with people that feel the same yes, it's the best AI agent there is but the direction feels unclear, I sense a lack of vision wish I'd know what their grand plan is, or if they have one coming from an engineering and product owner background, this hits harder for me than others maybe, but I really hope they figure it out

Cut one additional jest-styled-components release (7.3.1), adding: - Opt-in caching - Ability to assert container and layer queries - More bugfixes identified in community issues If you rely on styled-components, please consider becoming a sponsor! (See the link on the repo.)

@crutchcorn Thanks Corbin!

@quantizor You deserve so much more recognition for your work. SC is an incredible tool for the instances where runtime CSS-in-JS make sense (and yes, there still a few)

Surreal, one of my prouder achievements

@beyoumf Another 1.5 mil so I can retire comfortably at 40

deep down what you want rn?

@DhravyaShah When this can happen inside the model... 🤯

Full changelog github.com/styled-compone…

jest-styled-components has received a big update (7.3.0) - important security updates - many bugfixes - you can assert against global styles now - improved types - vitest entry point

@xor_a_b Yup, since 2017

@quantizor wait you're behind styled-components ?

I have reintroduced fundraising for continued support of the styled-components network of libraries. If you rely on styled-components for your profitable projects, please consider chipping in a few bucks. Thanks! opencollective.com/styled-compone…

@Osinttechnical Don't feel too bad for past FBI directors, they all are complicit in the Epstein coverup.

President Trump reacts to the death of former FBI director Mueller.

@tautologer Happy bday :3

I am now 29

Hopefully this puts to bed any anxiety around my comment on "maintenance" mode a year or so ago. AMA!

Release PR here: github.com/styled-compone…

styled-components users: we need testers for the 6.4.0 release! Please try `styled-components@test` and report back! - Revised RSC implementation with theming support - Proper cross-framework CSP nonce support - Drop dead IE11 weight - Attrs improvements