🌲 Mac Finn 🌲
10.6K posts

🌲 Mac Finn 🌲
@ogmios
Great rewards in arm-rings, Share of plain and forest, Freedom of thy children From this day till doom! | Beir Bua ⁊ Beannacht

This is the vision I have for the future of the West. Everything is full of gods.





🚨 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.

BREAKING - All patients on ventilators at a Cuban hospital died after the Irish band Kneecap used massive amounts of electricity during a “humanitarian performance” for fellow communists, while the performers and activists stayed in a five-star hotel with power.



Bronze Age Pervert proposes a bold solution to the fertility crisis, in J’accuse today. jaccusepaper.co.uk/p/fertility-cu…






Bronze Age Pervert proposes a bold solution to the fertility crisis, in J’accuse today. jaccusepaper.co.uk/p/fertility-cu…































