The technology itself is fine (it's a classifier for model requests) but the larger issue is in how Sakana presents their work.
Fugu was presented as if it outperformed, but if you obscure the hidden cost, you can always present yourself as the winner.
China has never been much to care about the legality of copying others. I don't know why Japan ought to restrict itself so hard given that this is something Japan could, in theory, excel at.
Of course, to the original argument, Sakana AI's 'model' is not a model, but..
@ochyai The standard token use is ok, but if you're using it in Claude Code it sometimes just decides to spin up 12 agents to review the last commit and suddenly your 50-hour usage is gone.
we show that iterative self-refinement with LLMs, no matter the prompt, usually makes things worse. the model hallucinates flaws to satisfy critique prompts, each pass expands scope unchecked, and models almost never decline to make changes even when they should
Autoreason fixes this by structuring each iteration as a three-way tournament: the unchanged original (A), an adversarial revision (B), and a synthesis of the two (AB), judged by a blind panel of fresh agents via Borda count. if A (ie "do nothing") survives two consecutive rounds, the loop stops
When you dig through CC's source code, you could find a new V2 of their to-do tool and it's clear they've been working on a multi-agent expansion of CC for a while
one direction from this that excites me: a learning base instead of a storage one: not for what you already know, but for what you don't.
made one for deep reading of plato's timaeus.
2 things i carried over: non-rag, indexed fs, and /raw-is-sacred to separate sources from generated content.
a few features i find genuinely helpful:
If you miss a payment for your mobile subscription, you can pay after-the-fact with PayPay.
But you cannot just use PayPay as your recurring payment method.
Why??
If you're tpot or ML twitter (mostly the griftier AI influencer space) you might brush this negativity from normal people away saying they are deranged leftists but I promise you the well of hate is deep and wide. It's right wing, left wing, centrists, the uber driver, the DJ, the consultant manning the grill, basketball coach, everyone.
A lot of them use it but still hate it (most common argument was a variant of I don't think the gain to my life/productivity is large enough to compensate for the absolute hell it will unleash on our current systems and society)
After being caught off guard I tried to look at popular youtube, streaming and tiktok channels I use as a bellwether for "normie" sentiment and every video tangentially related to AI, the comments are littered with negativity.
I don't know how we've let tech's communication with the rest of the world slip so badly. I get that AI can be a hard sell if it will automate jobs and it has a ton of negatives but there's also just so much good to highlight that people seem to be unaware of.
The AI CEOs are so bad at communication which makes you turn to the grassroots for hope but I look at Cluely, Rostra, A16Z new media and think that maybe we're even more fucked lol.
I actually empathize with most of these people. They have been very reasonable in our discussions and have genuine concerns. Nobody knows what will happen! Being better informed would help them deal with it but it's not like anybody is trying to help with that. Tech and AI needs a really really good rebrand.
Defuddle now returns Youtube transcripts!
Paste a YouTube link into defuddle.md to get a markdown transcript with timestamps, chapters, and pretty good diarization!
...or if you just want to read it, try the new Reader mode in Obsidian Web Clipper powered by Defuddle.
I think it's more like Pokemon. Childhood nostalgia is always a strong motivator.
Except in the case of MH, the games have actually improved a lot over the years.
Japanese men buy monster hunter the same way American men buy Madden
I keep meeting dudes who aren’t into video games but they still got a ps5 with monhun
How can the PM be so popular when her only moves are:
- Sell out to Palentir
- Borrow even more money to fund the elderly in Japan, at the cost of Japan's future?
Japanese Prime Minister Takaichi met with Palantir President Peter Thiel in Tokyo today.
This TV news report states that he is called "America’s Shadow President."
Details of their meeting were not released to the public.