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Hey fam 👋 Luis & Rui here with your Monday AI coffee break.

Anthropic’s new Glasswing model found 10,000+ critical bugs in a single month, OpenAI quietly filed for a $1T IPO, and an internal OpenAI model just disproved an 80-year-old math conjecture that stumped generations of mathematicians.

Grab your coffee!
(3-minute coffee break ☕)

AI News around the world 🌍

🔐 Anthropic’s Project Glasswing scanned 1,000+ open-source projects and flagged 10,000+ critical bugs, overwhelming maintainers’ ability to patch. (continue reading)

💰 OpenAI confidentially filed its S-1 with the SEC, targeting a Q4 2026 listing at an $852B to $1T valuation. (continue reading)

🧮 An OpenAI reasoning model disproved Erdős’s 80-year unit-distance conjecture, with Fields medalist Tim Gowers calling it a milestone in AI mathematics. (continue reading)

🤝 EY and Microsoft launched a $1B alliance scaling Copilot and Microsoft 365 E7 to EY’s 400,000+ workforce. (continue reading)

🎵 Spotify and Universal Music signed a landmark deal letting Premium subscribers pay for an AI add-on to remix UMG songs with revenue shared back to artists. (continue reading)

Trending AI Tools 🛠

🤖 NoimosAI: An all-in-one autonomous AI marketing platform for SEO/GEO, social media, growth strategy, competitor intelligence, multi-channel marketing workflows, and more — helping individuals and companies scale marketing operations from one unified system. 👉 Start your 7-day free trial

🖥️ Lapu AI: An AI agent that automates cross-app workflows locally, organizing files, running terminal commands, and chaining operations.

💬 AgentKit: Builds custom AI chat agents trained on your website URLs, PDFs, and docs, deployable as a branded widget on WordPress, Shopify, or any site.

📊 Sellerview: An Amazon FBA profit tracker with SKU-level P&L, combining TACoS, ACoS, margins, and operational alerts in one dashboard for sellers.

Tutorials 📝

Career & Capital 💼

AI Job Board

  • 💻 CLERA: Senior Full Stack AI Engineer (New York, NY) | $140,000 to $205,000 (view job)

  • ⚙ Ledgent Technology: AI Automation Engineer / Applied AI Solutions Architect (Remote) | $110,000 to $145,000 (view job)

  • 🧬 CLERA: Medical AI Researcher (San Francisco, CA) | $150,000 to $230,000 (view job)

Investments in AI

  • 🤖 Hark: Raised $700M Series A at a $6B valuation (Parkway-led, with Nvidia, AMD, Intel, Qualcomm) to build a “universal” agentic AI interface and AI-native hardware. (link)

  • ⚡ NextEra Energy: Announced a ~$67B all-stock acquisition of Dominion Energy, the largest US utility merger ever, betting on powering the AI data center buildout. (link)

  • 💸 Anthropic: Took a fresh $5B investment from Microsoft, with the two now in talks to run Claude inference on Microsoft’s custom Maia 200 AI chips. (link)

Prompt of the Week 🧠

Strategic Bets Prioritization → Force-rank every initiative on your plate and kill the ones quietly eating your runway.

Most founders and operators run 8-12 active bets at once, half inherited and half hopeful, and never sit down to score them honestly. This prompt turns a messy list of projects into a ranked matrix with a clear keep / pause / kill verdict so you can free up team capacity before the quarter slips away.

Prompt:

You are my strategic operations partner. I'm going to paste a list of every active project, initiative, or "bet" my team is currently working on. For each one, do the following:

1. Score it 1-10 on four dimensions:
   - Revenue impact (next 90 days)
   - Strategic moat (does it compound or expire?)
   - Cost to maintain (time, headcount, cash) — inverted, so 10 = cheap
   - Conviction (evidence we have that it works, not hope)

2. Calculate a weighted total (revenue x 0.35 + moat x 0.30 + cost x 0.20 + conviction x 0.15) and rank from highest to lowest.

3. Bucket every initiative into one of three verdicts:
   - DOUBLE DOWN (top quartile, where to add resources)
   - HOLD (middle, keep running but don't invest more)
   - KILL OR PAUSE (bottom quartile, explicitly state what gets reclaimed: hours, headcount, budget)

4. End with: (a) the 3 highest-leverage moves I should make this week based on the ranking, and (b) the single bet I'm most likely emotionally attached to that the data says I should kill.

Here is the list of active bets:
[PASTE YOUR LIST — one per line, ideally with 1-2 sentences on goal + current status + who owns it]

Where to use it: Perfect for founders, COOs, and department heads heading into a quarter close, a strategy offsite, or any moment when the team feels stretched thin.

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🙌 That’s a wrap for today’s AI Break

Thanks for hanging out → don’t forget to hit subscribe, drop your thoughts below and share this update with your fellow AI enthusiasts.

Luis & Rui

PS: Catch us on X @sousa_brothers for daily updates on the latest AI developments.

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