データレイク → 機械学習 → 実運用 → フィードバック、のループを自動で回す自己改善ループで MMbot 作る企画、初日 $40/day だったのがここまできました

ベトナムのダナンとホイアンすごく良かったです。食べ物は、野菜とチョコとコーヒーがうまいです。あとタイと比べてあんまり空気が臭くなかった。不思議。物価も安いし、全然住める。

世界が大変ですが、気分転換にベトナムのダナンにきてみました🇻🇳 ベトナム物価やっすぃー。東南アジアの物価に慣れてしまったらドバイすめなくなっちゃう。危ない。

GPT-6.1 Terra substantially outperforms GPT-5.6 Terra on Agents’ Last Exam, a test of how well agents use software at work. It even matches GPT-6 Astra at one-tenth the price per token and finishes tasks over 3× faster on average than both Astra and GPT-6.1 Sol.

あいかわさんのbot開発エージェントやばいな 既に10万円以上稼いでるのか… note.com/brave_acacia668/n/n…

Today we announce 1Password for Agents platform, building with companies @Muse, SpaceX Super Intelligence Grok @Bot, @AnthropicAI’s @Claudeai, @OpenAI, @TownAI, @Browserbase, @Browser_use, @heydana_ai, Instinct, @usekernel, @Perplexity_ai, @tryramp, @Tomo, and @wajo_ai, with more integrations on the way. 🎉 We've heard from so many of our customers who want to use these new personal AI agents to help them get more done, but want more control over what the agent can access with the same trust and ease of use they get when using 1Password directly. 1Password for Agents gives your agents access without giving up your passwords. When an agent reaches a sign-in form, it requests a credential from your vault. If you approve the request, 1Password directly auto-fills the credential in the destination site so the agent can’t see or take possession of the credentials. The agent gets the task done, but it doesn’t get your passwords.. You stay in control. 1Password for Agents free and optional for personal and family accounts. Unless you opt-in to an agent connector, agents cannot touch your vault. ➡️Learn more: bit.ly/487da6J

いっけーーーー。取り敢えず90kあたりまで行ってもろて

エージェントにデータレイク・バックテスター・実運用環境VPSから構成したハーネス与えて高頻度 MMbot を作らせたら自己改善ループ回り始めた

この時買ったレバロングずっと持ってるんだが、全然綺麗にスッと上がらんくて疲弊。

BTC単体で見ればここらへん悪くなさそうだけどなぁ

Introducing Clairic, from Cloudflare. A System One extraction modeI, capable of extracting, computing, estimating, and forecasting data from unstructured inputs. cfl.re/4zIgfpH

🚀 Introducing DeepInfer, our in-house inference framework, now fully open source! Powering DeepSeek-V4.1-Flash at scale with high throughput and low latency. We’re sharing our production stack to help the community lower compute costs, reduce energy use, and make AI more affordable. 🔗 github.com/deepseek-ai/DeepI… 1/4