Helping AI agents search to get the best results out of large language models | MIT News | Massachusetts Institute of Technology news.mit.edu/2026/helping-a…
Helping AI agents search to get the best results out of large language models | MIT News | Massachusetts Institute of Technology news.mit.edu/2026/helping-a…
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. github.com/thedotmack/cla…
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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 ?
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github.com/accomplish-ai/…
Website: openwork.me
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