
NC
1.1K posts

NC
@NuncioCastillo
live a stoic life for life is never fair.












Raoul Pal realized he's been wildly wrong on crypto's TAM "The TAM of the internet is 6B people. But there's going to be 8.5B AI agents doing microtransactions" "I'm wildly wrong on this by orders of magnitude" AI agents using crypto is the strongest narrative we'll ever have @ForwardGuidance
NEW AI report from Google. Every prior intelligence explosion in human history was social, not individual. These authors make the case that the AI "singularity" framed as a single superintelligent mind bootstrapping to godlike intelligence is fundamentally wrong. This is directly relevant to anyone designing multi-agent systems. They observe that frontier reasoning models like DeepSeek-R1 spontaneously develop internal "societies of thought," multi-agent debates among cognitive perspectives, through RL alone. The path forward is human-AI configurations and agent institutions, not bigger monolithic oracles. This reframes AI scaling strategy from "build bigger models" to "compose richer social systems." It argues governance of AI agents should follow institutional design principles, checks and balances, role protocols, rather than individual alignment. Paper: arxiv.org/abs/2603.20639 Learn to build effective AI agents in our academy: academy.dair.ai




Vitalik:AI最让我恐惧的,是权力的永久集中 在与 e/acc 代表 Beff Jezos 的公开辩论中,Vitalik 表示,AI带来的风险不是一种,而是两种: 第一种是扩散风险,技术太强大,落到任何人手里都可能造成毁灭性后果。 但第二种,才是真正让他夜不能寐的:AI与现代技术深度结合,正在创造一种前所未有的可能、永久性的、无处可逃的极权统治。 历史上的集权政府再强大,也有缝隙,有漏洞,有人能逃出去,但当AI加入之后,监控没有死角、预判先于行动、异见还没成形,就已经被掐灭。 所以 Vitalik认为,哪怕让AI减速四年,也值得。







ステーブルコインが日常に溶け込む WEAが日本から描くWeb3決済の行方 @WEAJapan @netx_world coinpost.jp/?p=695992











