Dr Alan Beckles

Machine Learning Engineer / Cardiologist / Electrical Engineer #JazzPianoIsMyPassion

[Dr Alan Beckles @Ritmonegro]

“The rise of the machine learning engineer” by Diego Toledo https://t.co/ywhsMPKEf8

[Dr Alan Beckles @Ritmonegro]

Speculative Decoding, Visualized https://t.co/oBbOjM4g8m

[Dr Alan Beckles @Ritmonegro]

Towards a science of scaling agent systems: When and why agent systems work https://t.co/8pF7GqenCp

[Dr Alan Beckles @Ritmonegro]

AI Doesn’t Reduce Work—It Intensifies It https://t.co/zbLv3vAsJM

[Dr Alan Beckles @Ritmonegro]

[2601.23265] PaperBanana: Automating Academic Illustration for AI Scientists https://t.co/OaBPR62l2D

[Dr Alan Beckles @Ritmonegro]

[2601.23265] PaperBanana: Automating Academic Illustration for AI Scientists https://t.co/OaBPR62SSb

[Dr Alan Beckles @Ritmonegro]

GitHub - sachinhosmani/torchvista: Interactive Pytorch forward pass visualization in notebooks https://t.co/kFqy5Wv9ZC

[Dr Alan Beckles @Ritmonegro]

Helping AI agents search to get the best results out of large language models | MIT News | Massachusetts Institute of Technology https://t.co/dEXwIIzDvy

[Dr Alan Beckles @Ritmonegro]

Helping AI agents search to get the best results out of large language models | MIT News | Massachusetts Institute of Technology https://t.co/dEXwIIAbl6

[Dr Alan Beckles @Ritmonegro]

Llambada - Vibe-coded mini apps https://t.co/f9E0dMj7Kl

[Dr Alan Beckles @Ritmonegro]

Llambada - Vibe-coded mini apps https://t.co/f9E0dMizUN

[Dr Alan Beckles @Ritmonegro]

GitHub - thedotmack/claude-mem: A Claude Code plugin that automatically captures everything Claude does during your coding sessions, compresses it with AI (using Claude's agent-sdk), and injects relevant context back into future sessions. https://t.co/AI6qjxEnUo

[Dr Alan Beckles @Ritmonegro]

https://t.co/wXBwmYMbD3

[Dr Alan Beckles @Ritmonegro]

https://t.co/TWTYY3GHaq

[Dr Alan Beckles @Ritmonegro]

Here's What Doctors Should Know About ChatGPT Health https://t.co/V8Clbwt4jz

[Dr Alan Beckles @Ritmonegro]

OpenCode: an Open-source AI Coding Agent Competing with Claude Code and Copilot - InfoQ https://t.co/sa5PSH1QU4

[Dr Alan Beckles @Ritmonegro]

Anthropic's Latest Cowork Update Hammers Legal-Software Stocks - Business Insider https://t.co/59fFIM9Zvn

[Dr Alan Beckles @Ritmonegro]

Why Penguin Random House And Macmillan Are Recruiting AI Engineers https://t.co/QgnjlAXc9v

[Dr Alan Beckles @Ritmonegro]

@JulianGoldieSEO Antigravity

[Dr Alan Beckles @Ritmonegro]

@robert_jones0 FREE

[Shruti @heyshrutimishra]

You're uploading your entire life to ChatGPT's servers.

And paying $20/month for the privilege.

Here's the open-source AI agent that keeps everything local and it's better:

Most people don't realize what happens when you use ChatGPT:

You: "Summarize these PDFs"

ChatGPT: uploads your files to OpenAI's servers

Your data sits on their cloud.

Forever.

No matter what the privacy policy says.

I just tested Openwork ~ an MIT-licensed AI agent that runs 100% on your machine.

What it did to my Downloads folder (247 messy files):

→ Read every file locally
→ Organized by content type
→ Renamed with smart descriptions
→ Moved to proper folders

Time: 3 minutes.
Data sent to cloud: 0 bytes.

Real workflows I tested:

→ Organized 6 months of screenshots into categorized folders
→ Summarized 47 meeting notes into a single brief
→ Renamed cryptic file names based on content
→ Created a repeatable "skill" for weekly doc cleanup

All with explicit permission. All reversible & logged.

Why nobody's talking about this ?

Download (fully open source):
https://t.co/P4YlKexhYf
Website: https://t.co/250eqsbz2W
If you believe your data should stay on YOUR machine...
This is the alternative.

Bookmark this before Big AI buries it.