account validation + build abstractions

Z / Runner 🏃🏻‍♂️

🏃🏻‍♂️ ??

• 🏃🏻‍♂️ beyond cloudflare strong and effective blocking of ai crawlers, another trend i notice: more websites and apps are bypassing password/passkey login, instead opting for email/sms validation; manus had a hard time w/ these account validation.

• 🏃🏻‍♂️ 100% agree when we were exploring "EyeQ". Also, charles attended this event in person, Pickle ai.

🏃🏻‍♂️ could be useful for complex concepts & geo-spaital-motion dependent explanations (e.g. explain how to do a smitty underdrag cross over in bball).

Stephen / Basketball 🏀

🏀 #general-agent in parallel of validating top-down with the most valuable use cases – build abstractions bottom-up but beyond tool use and model context: sqlite (text + stemmer + json + vector search), quicktest (static types + randomized probes + smt solver), browser (burner accounts + anonymous payment), crawler (rate limiter + residential proxy).

🏀 #voice-ai from aaron: "camera access, frame capturing frequency, conversation pace, how long to think before answering, actions taken in background, number of participants." definitely multimodal with camera + accelerometer (like gemini on pixel phones) and agentic tasks in background / 10x parallel.

🏀 #video-gen ai-heavy use cases: b-roll.

🏀 jeremey (fields) channels: physiorehab toneandtighten peterattiamd healyourbackpainbymcgill3 athleanx innercircletrader tradephantoms 94feetofgame ilb chrisbrickley.