Aaron

Father of 3 | Cybersecurity | AI | Education | Data Vis

[Aaron @DataVisGuy]

@BraedendotTECH This is my experience when I'm using it to accomplish something I am OBLIGATED to do.

When I'm using it to do something I WANT to do I'm far more engaged and feel like I'm actually learning.

Use AI to explore something you're passionate about and it won't feel so numb.

[Aaron @DataVisGuy]

Being able to select the specific follow up questions and comment directly on them before accepting a plan inside Grok Build is pretty awesome.

[Aaron @DataVisGuy]

@aaronlemke @threejs @karpathy @claudeai @WebGPU That’s really cool. You should check out Kaggle Orbit Wars - recently launched competition similar to this.

[elvis @omarsar0]

// Self-Evolving Agent Protocol //

One of the more interesting papers I read this week.

(bookmark it if you are an AI dev)

The paper introduces Autogenesis, a self-evolving agent protocol where agents identify their own capability gaps, generate candidate improvements, validate them through testing, and integrate what works back into their own operational framework.

No retraining, no human patching, just an ongoing loop of assessment, proposal, validation, and integration.

Why it's worth reading this paper:

Static agents age quickly.

As deployment environments change and new tools arrive, the agents that survive will be the ones that can safely rewrite themselves. Autogenesis is part of a growing wave of self-improving agent systems, alongside work like Meta-Harness and the Darwin Gödel Machine line, and it's one of the cleaner protocol-level takes on continual self-improvement so far.

Paper: https://t.co/3aj9LLjSbk

Learn to build effective AI agents in our academy: https://t.co/1e8RZKs4uX

[Aaron @DataVisGuy]

@kamdaloo22 @bridgemindai both are true. Opus 4.6 is really good - but it's not as good as it was previously.

[Aaron @DataVisGuy]

@FourVork @karpathy @fchollet @ylecun Should also check out @omarsar0

[Aaron @DataVisGuy]

@chongdashu @boomvideoapp perfect timing! Was just trying to work through how much CC could help with a 2d game.

[Aaron @DataVisGuy]

@techartist_ Very cool!

[Aaron @DataVisGuy]

@trq212 This is great. Now I don't have to be as picky which ones I use.

[Aaron @DataVisGuy]

@bcherny This is great

[Aaron @DataVisGuy]

@DilumSanjaya This is awesome, great job!

[Aaron @DataVisGuy]

@businessbarista Claude

[Aaron @DataVisGuy]

@techartist_ Great work as always!

[Aaron @DataVisGuy]

@AquariusBlake Thanks!

[Aaron @DataVisGuy]

I visualized all 1,309 Titanic passengers in 3D, positioned by their actual cabin locations.

Used Three.js to render the ship's structure with passengers as colored dots - green survived, red didn't.

The vertical distribution tells the whole story.

[Aaron @DataVisGuy]

@techartist_ That looks great!

[Aaron @DataVisGuy]

@AnthropicAI Well that's pretty cool. Being forced into MS 365 at work so this is good to hear.

[Aaron @DataVisGuy]

@FieldYates Cool, now let Henderson have the ball!

[Aaron @DataVisGuy]

@DannyLimanseta I would definitely be interested in the Patreon.

[Aaron @DataVisGuy]

@techartist_ Thanks, I appreciate it!

[Aaron @DataVisGuy]

I put "Both of the above" but honestly it's whatever you enjoy working on the most. One thing that would be cool to see is the workflow you do on the backend to create the pieces you share. I know you show your code but I'm talking more about the process you work through to identify what you're going to visualize.