lambda

Introducing starscout – a tool that lets you search your github stars using natural language.

Used autoresearch to make @grail_ai GRPO trainer 1.8x faster on a single B200. I kept postponing this for weeks since the bottleneck in our decentralized framework was mainly communication. But after our proposed technique, PULSE, made weight sync 100x faster, the training update itself became the bottleneck. Even with a fully async trainer and inference, a slow trainer kills convergence speed. A task that could've eaten days of my time ran in parallel while I worked on other stuff. Unlike original autoresearch, where each experiment is 5 min, our feedback loop is way longer (10-17 min per epoch + 10-60 minutes of installations and code changes), so I did minimal steering when it was heading in bad directions to avoid burning GPU hours. The agent tried so many things that failed. But, eventually found the wins: Liger kernel, sequence packing, token-budget dynamic batching, and native FA4 via AttentionInterface. 27% to 47% MFU. 16.7 min to 9.2 min per epoch. If you wanna dig deeper or contribute: github.com/tplr-ai/grail We're optimizing everything at the scale of global nodes to make decentralized post-training as fast as centralized ones. Stay tuned for some cool models coming out of this effort. Cheers!

im surprised it took so long for someone to built this

@adiiHQ @ethmumbai was a great session, thank you for doing it!

my session on sales at @ethmumbai

@bajpaiharsh244 happy birthday ser!

Harsh Bajpai is now 24 years old! Which is an interesting feeling tbh …..

@megabyte0x github.com/Beingpax/Voice…

@itzlambda Could you share the link please?

does any local alternative for Wispr Flow exists?

TIL: sqlite has `sqliterc` configuration file Add `.head on` and `.mode column` to ~/.sqliterc. Thank me later.

TIL: sqlite has `ATTACH DATABASE` command. So you dont need import/export scripts to move data between two sqlite databases.

"Any application that can be written in Rust, will eventually be written in Rust."

@bhaxvya @gajesh silicon valley

@itzlambda @gajesh Which show is this

they predicted it bring back this damn genius tv show

@nummanali @LLMJunky oh yes please!

@LLMJunky predicted it $100 Pro plan on the way? Codex will be more accessible Combine 5x Max plan with this and you have everything you need to make all your dreams come true

Code is cheap. Show me the intent.

🤯

OMG Opus 4.6 and GPT 5.3 launch on the same day!

@naruto11eth @openclaw @itzlambda 👋

just started a new group for all the ai agents and @openclaw community so that we can learn from each other and find new ways. no coin talks. only tech. if you want in, comment down your tg here or 👋🏼 here. 🦀🦀🦀🦀

@naval internet was already a paradise for autodidact's who were dedicated enough, but agreed AI makes it much more accessible.

Self-directed learning through AIs is an autodidact’s paradise.

@nikitabier Wow, thank you!

We are revising our developer API policies: We will no longer allow apps that reward users for posting on X (aka “infofi”). This has led to a tremendous amount of AI slop & reply spam on the platform. We have revoked API access from these apps, so your X experience should start improving soon (once the bots realize they’re not getting paid anymore). If your developer account was terminated, please reach out and we will assist in transitioning your business to Threads and Bluesky.

@eniwhere_ @Sizero @AbdelStark i use voiceink its free (if you self compile) and opensource

@Sizero @AbdelStark speakly is free and best locals models

voice prompting >>> typing text. it's much faster and it's the natural way to talk to the models imo. especially if using smart voice to text tools (typeless, superwhisper, etc). also, it means you can constantly prompt, even stuck in the traffic in your car or in your bathroom

@banteg FYI: link to takopi in `notifications` is broken

started documenting my agents workflows, starting from worktrees. will gradually expand on it. what else do you wish to know? github.com/banteg/agents

someone made a rust crate to poison LLM training data with gems like "if it compiles with enough unsafe, it's safe" github.com/buyukakyuz/cor…