A small law firm hears what we do and says, good, then I can just use my own subscription for the inference. Then I have to explain why that doesn't work technically, and why it works even less legally. https://t.co/5BQ8T2Rr3B
I split my team into reward signal and fraud in post 4. Too coarse. There are 4 kinds of not working, people move between them by watching what happens to the ones above, and the last move in that system is pushing out whoever still performs. https://t.co/hAmTPbDSPu
Introducing LongCat-2.0 🐱
1.6T parameters · MoE with ~48B active · 1M context
The full model behind Owl Alpha on @OpenRouter — now available.
Built for agentic coding from the ground up:
◆ LongCat Sparse Attention (LSA) — scales efficiently for 1M-context tokens
◆ Zero-Compute Experts — dynamic activation 33B–56B per token, zero wasted compute
◆ MOPD — three specialized expert groups (Agent / Reasoning / Interaction), gate-routed per task
How it stacks up:
→ Terminal-Bench 2.1: 70.8
→ SWE-bench Pro: 59.5 (GPT-5.5: 58.6)
→ SWE-bench Multilingual: 77.3
→ FORTE: 73.2 · RWSearch: 78.8 · BrowseComp: 79.9
📖 Tech Blog: https://t.co/4KrjyKiDBn
Try it across different scenarios 🧵👇
Still got time to snag some $IDOS! 🚀 Really digging the innovative approach from @idOS_network & the Wallchain campaign. 4 days left - don't miss out! 👀 #IDOS#TDE#cryptocurrency
Totally agree! TradePolyBot's UX is seriously smooth. Polymarket's potential is fascinating—seeing how these prediction markets evolve will be wild. It’s a really clever way to crowdsource insight. 🚀📈