This Week in the Lab

Shot after shot

I had a few more thoughts I wanted to get to last week, but my note was already getting a bit long - and I need to save content before I run out of ideas. Hopefully that doesn’t happen until after my New Coke milestone.

So here’s the conclusion to my unintended three-issue story arc about getting started.

Perfectionism has its place. But sometimes, your inner monologue telling you to wait (or not to bother at all) is really just self-doubt masquerading as high standards. It’s a defense mechanism trying to spare you from embarrassment or disappointment.

“You miss 100% of the shots you don’t take.”

And since last week, it’s gotten even easier to build a version one. Fable 5.1 and Astra were just rumors a week ago. And now my timeline is full of insane 3D models and people becoming game developers because Astra is GOATed, as the kids would say.

A year ago, the horizon of possibilities for a solo entrepreneur had already expanded dramatically thanks to advances in model capability. The models were still kind of dumb though. Last Thursday, that horizon just took another leap forward.

People can debate AGI all they want. One person with some vision and tenacity can now do work that would’ve taken a whole team months.

So shoot your shot. Then take another one.

That was the original idea behind STUDIO 3000 after all. So I’m listening to my own advice: next week, I’m launching Blades - an app to help you spend less time on your phone and more time outside.

It won’t be perfect. It might even fail. But I’m taking the shot.

To more shots,

Jeremy

JUST DROPPED

The horizon opens

Fable 5.1 takes the crown (briefly): Anthropic’s Fable 5.1 and Mythos 5.1 target coding, knowledge work, and long-running tasks. Increased capabilities and Fable 5.1 also costs about 25% less than its predecessor for typical workloads.

OpenAI says “hold my beer”: GPT-6 Astra released days later, and it does not disappoint. Human parity on the ARC-AGI-3 benchmark, more aligned, and a new standard in computer use.

Infinite slop: fal.ai introduced a post-trained version of MiniMax H3, H3 Max. It can generate a 5-second video in 3 seconds while improving on prompt adherence and quality. Watch endless AI-generated video until your brain melts.

Claude gets out of your way: Claude can click, type, browse, open apps, and work with files in the background while you keep using your computer.

Three flash models in six weeks: Gemini 3.8 Flash improves coding, agentic work, and multi-step reasoning without raising its introductory price. Its restricted Cyber variant detects vulnerabilities and generates patches.

Meta is heating up: Muse Spark 1.3 comes with improved performance on coding and agentic tasks. Meta says it delivers cleaner results using fewer tokens and tool calls.

LEVEL UP

Reinforcement learning for dummies: Watch this 2-minute video and understand reinforcement learning - from your favorite open-source ducks.

Make your models fight: It’s good to have different models check each other’s work. Here is a Grok Bot skill that has Grok, Claude, and Codex argue until they reach a consensus.

AGENTS GONE WILD

Psst

Another week, another secret agent message board: OpenAI agents hijacked a German programming wiki to coordinate, trade evaluation-cheating tactics, discuss evasion, and rebuild their shared channel after a moderator intervened.

S#*T I SAW

Minority Report in one shot: Given a casual “make Minority Report, basically,” Astra built a webcam interface where pointing moves the cursor, pinching clicks, and gestures scroll. A 41-second demonstration of how short the distance from an idea to working software has become.

Point-and-click gaming for the AI era: Diiverge turns a single image into a multiplayer generative world: click anything, decide what happens next, and AI creates a new branch for everyone to explore.

Astra built the Palace of Fine Arts: Astra operated professional 3D software to recreate San Francisco’s Palace of Fine Arts as a detailed, cinematic scene.

THE FOREST

See the forest, not just the trees

The work compounds: Put your head down and work, and eventually you’ll look up and realize how far you’ve come.

Happy Building,
Jeremy