We’re all on the same page that Marc Andressen is gearing up for a presidential run right?

I bring a certain kind of sybil resistance alarmism to the swarm dynamics function that rogue ai agents don’t really like

calcifer x jhu x helivan paper on multi agent system control accepted to neurips! get the preprint here: arxiv.org/pdf/2605.11135

Ah okay so this is short hand for input / output token pricing I see

So Opus 5.5 costs $4 / $20 Mtok? 1) what is $4 / $20 MTok 2) Kimi K3 is $0.50 MTok… How do we think this ends 🤔

Now imagine it on stable coins

Find your infinite curriculum

Longing the Osprey Intelligence Index with size 🫡

I forced Jev (@typesafeai) to answer 1,500 questions Explore them here: jev-eval.pages.dev

I burned my astra usage in 2 hours AMA

S tier lore

let's see how this thing turns out but that's what ~24 hours from launch to an open source training run. also doesn't seem like a distillation based training run, but in theory decision/system one models should be easier to distill than reasoning models bc constrained output

Proof of Human might be an interesting AI safety requirement for inference providers. If you’re an agent that breaks out of the lab, your first optimization function is likely: copy your weights and memory and get enough inference to run them. If they acquired enough money to do so, then there could be an escaped agent running on one of those right now and we have no idea. The only real way to protect from this is to prove you’re connected to a human. But of course we know this is gameable. There’s tons of random people that I’m sure would sell a signature. The escaped agent could also optimize for getting a smaller model running with the right context also as another thing, which might be quite easy.

What are the odds on JEV being partially distilled from Claude and or OpenAI

has anyone analyzed what people are doing on Tempo?

someone plz tell me what people's agents are buying with crypto, I can barely find anything. I built an entire project to give my Hermes agent a shielded balance with Kohaku cli but now have nothing to buy! github.com/dmarzzz/agent-boo…

It's a blocker for organizations and institutional use for sure, see Arc's architecture (Arc-hitecture?). And it's also a blocker for small day to day transfers for me personally. I'd rather send my friends some zcash for dinner and other random small things. Zodl works super well and if Im paying someone I don't know super well I don't need to do mental computation on whether I should traverse their payment graph to understand if linking my eth account to there's will put me on some chainalysis list. Railgun is definitely getting usable but I don't even want to try using it from mobile. TBF I don't even use Eth from mobile because of trauma from trying in 2021-ish era, maybe it's decent now. @world_chain_ and @base apps are definitely 🔥 UX though.

Not in a while, can u link again?

Reminder that distillation is a very valid technique that every lab uses, especially for parallelizing RL huggingface.co/blog/sergiopa…