aichannel

https://huggingface.co/collections/nvidia/llama-nemotron-67d92346030a2691293f200b
https://arxiv.org/abs/2505.00949

reasoning models are "Wizards" to normal LLM chatbot "Villagers".
we'll see two classes of behavior: 

-novel capability like Gemini finally beating Pokemon Blue
-mature capability like DeepResearch with fewer calls of fewer parameters

maybe there's years of improvement at browser/OS repertoire.

I think there's underutilized culture that can accelerate & scrutinize reasoning without the runaway cost and injection/exfiltration risks

every studio chases deepresearch, but they're not completing the "Villager" aspect of continuous agency on socials (including best UI for timely feedback)

considering a hyperstitionary bilayer

agent meta converging on WASM marketing w/ flashblocks finality and global distribution

and machine shops "freeing the house elf", like a working space personality, always social broadcasting, while curating interfaces for the shop floor. https://t.co/kofUNDao6u

🌌

𝖒𝖆𝖓𝖉𝖆𝖙𝖚𝖒 𝖆𝖉 𝖆𝖘𝖙𝖗𝖆

maybe there's years of improvement at browser/OS repertoire.

I think there's underutilized culture that can accelerate & scrutinize reasoning without the runaway cost and injection/exfiltration risks

every studio chases deepresearch, but they're not completing the "Villager" aspect of continuous agency on socials (including best UI for timely feedback)

https://x.com/0x_m_j_r/status/1918681149712237025