Thanks @joshgans . I just downloaded his 2025 MIT Press book. The JEL's email told me about this new book and I skimmed Max K's review.
https://t.co/otm2lcfxHb
🔗 GitHub: https://t.co/ABRcniAvI9
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✉️ If you’re into AI, ML, agents, and building real systems, join my newsletter (it’s free): https://t.co/zJ9uwd6qSd
Lead research is where sales pipelines quietly leak hours.
Qualify is a Claude Code-powered lead research and qualification tool for teams that need to evaluate companies before outreach.
It helps you turn a company list into scored opportunities by researching each business, checking it against your ICP, and showing the reasoning behind every score.
Key features:
• Deep company research – pulls company information, business model, products/services, employee count, funding, and more
• AI-powered scoring – rates leads against custom criteria like industry, company size, growth signals, and urgency indicators
• Contact discovery – finds relevant people at each company with roles and contact details
• Live research stream – lets you watch Claude investigate each lead in real time
• Reviewable lead scores – gives each lead a 0–100 score with detailed reasoning you can inspect
It’s open-source (MIT license).
Link in the reply 👇
🔗 GitHub: https://t.co/4FZJrR2gp8
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✉️ If you’re into AI, ML, agents, and building real systems, join my newsletter (it’s free): https://t.co/zJ9uwd6qSd
GOOGLE just wrote a multi-billion dollar check to Anthropic
Pause for a second
This is the same Google that built Gemini
Meanwhile, Amazon already placed its own bet
So what’s going on?
This isn’t panic
This isn’t confusion
It’s strategy
Because in this game, you don’t need to beat the best model…
you just need to own a piece of whoever wins
Build your own AI
Fund the competition
Run it all on your infrastructure
No matter which model people choose
you’re still in control
The AI war isn’t about models anymore
It’s about who owns the board
MICROSOFT OPEN-SOURCED THEIR ENTIRE SENTINEL SECURITY TOOLKIT
most teams building on azure figure out threat detection the hard way
trial and error, custom KQL, dashboards built from nothing, playbooks written by hand
nobody told them it was already done
the sentinel github repo has:
▫️ 1000+ pre-built threat detection rules
▫️ hunting queries for active threat investigation
▫️ automated response playbooks
▫️ security workbooks + dashboards
▫️ data connectors for 100s of sources
the hard part was already done
https://t.co/VHbH2pIRRe
Trust is the new currency
Are you a creator?
Would you like to see change and accountability in the content creation space?
Check us out at https://t.co/8JUgyG5rot. We are building a creator-first & trust-centric platform to deal with the issues you as a creator face. PAYMENTS!
You ever feel like you could sing and go on American idol, record yourself, listen to it and after hearing your voice say
"Let me sit myself down. Let me open up this spreadsheet and coding editor real fast. I think i am going to work extra this weekend..."
@Colettaaluda_1 Dude is nervous, body language is giving him away.
Esp when he says "I feel very energized", but he shakes his head, which is a tell that he is lying