This is a new paradigm for interacting with Claude that is significantly more "inline" with all the other human activity org-wide. Once you do all of the under the hood engineering work to make this "just work" (e.g. across tools, integrations, compute environments, memory, security, etc.), Claude basically joins the team in a seamless way - you can talk to it as you would talk to a person and it can help with a very large variety of workloads.
Imo this is the 3rd major redesign of LLM UIUX. The first paradigm was that the LLM is a website you go to, the second was that it is an app you download to your computer. This third one is that it is a self-contained, persistent, asynchronous entity with org-wide tools and context, working alongside teams of humans. It really takes a while to wrap your head around it, but it works and it is awesome.
Today, Japanese AI Lab Sakana shipped Fugu. It's not a model, but a "conductor" that routes each prompt across expert models behind one API:
Selection → Delegation → Verification → Synthesis.
Reactions on X are split.
The architecture camp loves it... @levie calls that abstraction layer the real value; @vincent_koc reads it as "mythos-class" via open+closed fusion and expects a wave of reasoning-routers this year.
The "hands-on" camp isn't sold... it torched a 5-hour usage window in a single prompt. And Opus 4.8 beat it "in every way" on the same task, using just 27% of a $20 Claude plan.
Everyone agrees orchestration is a real frontier, but day 1 of Fuku isn't yet winning on cost & quality when compared to the best solo models.
JaredFromSubway the most well known MEV bot on Ethereum just got drained for over $15 MILLION
After years of sandwiching traders for millions of dollars, someone finally got their revenge
Biblical
Free crypto hack aggregator, aggregates data from @DefiLlama@SlowMist_Team and @BlockSecTeam, discusses in depth incident reports, recovery initiatives, and all transaction hashes affiliated with the exploit. Check it out below.
today we're launching @Palmier_io, a video editor Claude can edit.
use AI to edit, organize, and generate footage directly in the timeline.
finally, a video editor built for AI.
open-source. mac native. available now.