Frosty40

@zongheng_yang @karpathy It would be amazing to have an open source community of agents optimizing models while we slept, collective improvement on whole new scale!!

Karpathy @karpathy is the GOAT of simple but viral projects. Autoresearch is his latest: an agent running guided search in a loop. What if the agent is scaled up? We give an Autoresearch agent 16x H100 + H200s and let it rip. Result: 9x faster time-to-quality & better quality. Most important — all GPU cluster shenanigans are automated by a skill. The skill teaches the agent to launch parallel GPU jobs via SkyPilot. This means to get SOTA model results, 𝗮𝗹𝗹 𝗮 𝗿𝗲𝘀𝗲𝗮𝗿𝗰𝗵𝗲𝗿 𝗵𝗮𝘀 𝘁𝗼 𝗱𝗼 𝗶𝘀 𝗮𝗻 𝗘𝗻𝗴𝗹𝗶𝘀𝗵 𝗽𝗿𝗼𝗺𝗽𝘁 + 𝗮 𝗸𝘂𝗯𝗲𝗰𝗼𝗻𝗳𝗶𝗴 𝗳𝗶𝗹𝗲.

@MatthewBerman Yes. Imagine what we can do together with claws doing auto research while we sleep. I pushed past the OpenAI parameter golf challenge with a good score! My open claw was def an assistant on the project providing valuable research and assistance!

"OpenClaw is the most popular open source project in history of humanity" - Jensen (NVIDIA CEO) But most people are using it wrong... Here's everything I've learned from 10 billion tokens and 200+ hours of using OpenClaw every single day. Watch this now: 0:00 Intro 0:32 Threaded Chats 3:17 Voice Memos 4:43 Agent-Native Hosting (Sponsor) 6:49 Model Routing 11:18 Subagents & Delegation 14:02 Prompt Optimizations 17:22 Cron Jobs 19:15 Security Best Practices 24:03 Logging & Debugging 25:43 Self Updating 26:28 API vs Subscription 27:52 Documentation/Backup 31:19 Testing 33:11 Building

@willdepue I have some more directions I wanted to explore but ran through my $25 Runpod. If you liked my work and want to see more plz support. I have a 1.69 waiting in the can and I’ll find the next cliff

We’re sending out the first tranche of compute grants today, so make sure to sign up before then.

@willdepue Ty I used mine up and hit 1.172! Ty very much!

I did it... I hit the evals. 1.1725 = #2 on the boards right now! With the Stinky Frost github.com/openai/paramet… - Its too early to keep on the leaderboards etc so im going to celebrate my moment. I actually had an awesome time. A huge que of better ones (by other people) are following.

@OpenAI I did it =)

Are you up for a challenge? openai.com/parameter-golf

I HIT #28 ON THE LEADERBOARD! Its my leaderboard, but f it... holy smokes. not bad, i have tw more qued that should be faster =) step:13159/20000 val_loss:2.0620 val_bpb:1.2212 train_time:599738ms step_avg:45.58ms

My first real 8xH100 test fired, progress on this in the background. Chugga Chugga Chugga common baby. Im optimistic for a not shitty score!

@sundeep Same. It was like this in game dev, but now... now I have a capable worker who tries to entice me to keep doing fun things. OK... Deal. Twist my arm. Lets keep going!

I have no problem staying up until the middle of the night every night just building these days... there is literally no limit on what can be done...

@gabriel1 bruh.. speakMCP was right on time! ty @techfrenAJ I agree. im gonna go further and say its not even AR thats the ticket, its tiny laser projectors and lidar. or maybe tiny lasers and small cats... im getting distracted back to golfing.

me and everyone around me prompt codex and chatgpt with voice. the more decisions you can spit out to codex the better your code will be, so you're only interface limited the "everyone will use speech" guys were right, just 234 products and 18344 softwares too early

@thsottiaux Already is man. Yall have a great product in 5.3 and 5.4

Codex will take us places

@dkundel @benhylak use ascii braille characters in sublte places to make it feel like its always on, and reactive. every pixel has a purpose, and together they should tell me a story

@benhylak What can we do better in the CLI?

i'm sorry but codex cli is just unusable. i actually like the model.

This is the most beautiful thing you will see today. My custom Liquid Glass with real time light caustics engine . WIP

@ty_kra_lab yeah.. it looks great. Really awesome look Tykra. an Ambiant version of those plopping around like a lava lamp woudl be an awesome livedesktop. Gorgeous

@FrostForger More than two

This feels like magic what Apple should have shipped. The Liquid Glass real-time caustic engine I’m building has so much potential.

@NaderLikeLadder @saranormous @Baxate @karpathy aaaaamaaazin. what exciting times.

THE FIRST DGX STATION IS ONLINE I got to witness this historic event We're now in a world of GB300 rippin tokens under your desk 24/7