Battousai

@ziv_ravid @ZSkyX7 @srush_nlp Nice one

New episode of The Information Bottleneck is out 🥳 In this one, we talked with @srush_nlp, a researcher at Cursor and professor at Cornell, about the hottest topic - coding agents! We talked about how Cursor trains Composer, the challenges, and where all this is going. One point Sasha made stuck with me. Coding agents work really well, but only when you can specify a clear hill-climbing signal. A problem where the agent knows it's getting better. Karpathy tried this on nanochat a few weeks back, letting an agent run overnight to optimize the validation loss autonomously. The follow-ups were mixed. Sometimes the "improvement" was worse than classical methods. Most real problems don't come pre-packaged with a reward signal at all. You don't know if a new architecture is better until you've already run the experiment. You don't know if a refactor is cleaner until someone reads it. You don't know if a product decision worked until months later. A lot of what we call hard problems are hard precisely because the signal is missing, noisy, or expensive to get. I think the next big challenge isn't getting agents to solve problems. It's finding problems you can actually formalize as hill climbing, or building a cheap proxy that correlates with what you care about.

Having an opposing party critising an convincing argument really helps to liberate the mind. It’s the sudden realization that I am in a hole I’ve been digging unconsciously.

@ChestoAI Yo

Hello world!

@jinyuaner_ Awesome

Tested #RealClaw firsthand 💸 1. deposited $29 (25 USDC + SOL for gas), 2. set up an aggressive SOL DCA via Telegram 3. it auto-executed 5 on-chain buys with step-up sizing over 2 days. >Price impact checks, >tx confirmations, > hourly watchdog monitoring — all from a chat window. The infra behind this is solid. Nice build @byreal_io 🫡

@getusdi I’ll be there

Isaac early access is filling up. The top Founder Tier member wins an iPhone 17 Pro Max. Top 500 supporters get $10 each. Invite your friends to qualify; climb the leaderboard and get priority access when we launch 👀 isaac.finance/early-access

@betking007 Winning set today

Q7DPYG

Y'all be quick to "Match Energy" when it's negative, but can't reciprocate love, affection or respect.

@eebookhunoluwa But a woman can bill me within a few days of knowing me

It’s unfair to ask a woman out today and tell her to visit your house the next day .. If you want a prostitute go to the road and pick one …

@BalogunSonia4 Women na customer they are always right

Do women ever sit back and think, I was wrong, I'm going to apologize to him ?

@thenayvuiiiton lol because they get tired of being asked for financial help, every conversation will always tilt towards financial help

Thunder fire all nonchalant men .

@Ada_Daddyya Thank God Ada don drop 😍 @LouieDi13 Ada don cum o

To toast girl now dey do me like say I wan put myself for problem. 😭 😂

na only who dey yield good results dey hardworking for people eye. no dey bother with explanations, just focus.

I hate how life is so transactional, i don’t even think anyone loves anyone genuinely anymore smh

omo, na to clean your tears and continue pushing o nobody send your papa!

“Never play fair in a game where others cheat.”