📸 The leaked OpenAI memo (Rough Vibes)

Google’s comeback with Gemini 3, the leaked OpenAI memo, Claude Opus 4.5, and the White House’s new "Manhattan Project."

My fellow AI explorers

Remember when everyone was calling for Sundar Pichai’s resignation? When Google seemed like the dinosaur watching the asteroid hit? Well, the script has flipped. It’s been a week of massive power shifts, from Mountain View to Washington D.C.

In today’s edition:

  • 🏆 Google vs. OpenAI: The Empire strikes back (and wins?)

  • đź§  Claude Opus 4.5: The new king of coding

  • 🇺🇸 The Genesis Mission: The government enters the chat

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🏆 The New King? Gemini 3 and the "Leaked" Panic

Just last week, Google dropped Gemini 3 Pro, and it didn’t just nudge the bar—it ripped it off the wall. The benchmarks are showing Gemini 3 beating GPT-5.1 across the board. But the real story isn't the model; it's the memo.

A leaked internal note from Sam Altman to OpenAI staff admitted that Google will "create some temporary economic headwinds" and that "vibes will be rough."

Why the shift? It comes down to who has the "Full Stack" advantage. I broke down the major players (Google, Microsoft, OpenAI, Meta, Apple) across critical categories: Frontier Models, Infrastructure, Custom Silicon, Revenue, and Proprietary Data.

  • The Hardware Moat: Google has TPUs (custom silicon) in production at massive scale. OpenAI is still building out infrastructure and relies on others.

  • The Cash Engine: Google has a $3T market cap and endless revenue to burn on training. OpenAI has to constantly raise cash (and risk bankruptcy if they bet wrong).

  • The Data Advantage: Google has YouTube, Search, Maps, and Gmail. It is the undisputed king of proprietary data.

The Verdict: Google is currently the only company with green checkmarks across nearly every strategic category—from having the best model to owning the chips it runs on. Even Meta is reportedly in talks to buy billions of dollars of TPUs from Google.

đź”® Prediction: The "Chat" era is ending; the "Ecosystem" era is beginning. Expect Google to ruthlessly integrate Gemini 3 into Android and Workspace, making it the default operating system for AI, forcing OpenAI to fight an uphill battle on infrastructure costs.

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đź§  Claude Opus 4.5

While Google is winning the war, Anthropic might have just won the battle for developers. They dropped Claude Opus 4.5, and the claims are bold.

What you need to know:

  • The "Take-Home" Test: In a two-hour intensive engineering assessment, Opus 4.5 scored higher than any human ever has.

  • Fewer Interventions: Researchers report that the time between human interventions is getting significantly longer. It finds bugs that models like Sonnet missed completely.

  • Agentic Power: It’s vastly improved at computer use, vision, and navigating spreadsheets.

This isn't just a chatbot update; it's a productivity shift. Anthropic is positioning Claude not as a tool, but as a trusted colleague that knows when to "think" before it acts.

đź”® Prediction: We are moving from "Copilots" to "Autopilots." 2025 will be the year where dev teams start treating top-tier models as junior engineers with commit access, rather than just code-completion tools.

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🇺🇸 The Genesis Mission

The White House just announced the Genesis Mission, a massive government-wide push to fast-track AI breakthroughs, centered around the Department of Energy.

The Details:

  • Scale: Uniting 17 national labs and 40,000 scientists.

  • The Goal: It’s not about war; it’s about energy, science, and defense.

  • The Data: The government is opening up massive repositories of federal data—from deep-sea exploration to atmospheric wind data—to train models.

This signals a shift from "regulation" to "acceleration." The US government is joining forces with Silicon Valley to solve the data scarcity issue by unlocking federal archives.

đź”® Prediction: The next massive leap in AI won't come from scraping the internet (we've already done that). It will come from these public-private partnerships using high-fidelity scientific data to crack physics, biology, and clean energy.

30-Second AI Play

With the release of Gemini 3, the reasoning capabilities have skyrocketed. Stop using it just for summaries—use it to pressure-test your business strategy.

Here’s the prompt:

"Act as a ruthless management consultant from a top-tier firm. I am going to paste my current business strategy/project plan below. I want you to:

  1. Identify the single biggest failure point (The 'Kill Shot').

  2. Rate my competitive moat on a scale of 1-10 and explain why it's lower than I think.

  3. Propose 3 radical pivots to increase leverage."

Why it works: Gemini 3’s large context window and improved reasoning allow it to synthesize complex inputs better than previous models. It excels at finding logical gaps in "optimistic" human planning.

đź’ˇ Pro Tip: Upload a PDF of your competitor's public earnings report alongside your strategy for a comparative smackdown.

Other Relevant AI News!

🕵️ Anthropic caught an AI spy red-handed, revealing that their threat intelligence team disrupted a fully autonomous cyber-espionage campaign launched by a state-sponsored actor. It’s the first confirmed case of "agentic" malware operating without human handlers. Read the security briefing.

🎵 Warner Music just caved and signed a massive licensing deal with AI-music generator Suno, ending their high-profile lawsuit. This effectively legitimizes generative audio in the music industry and opens the floodgates for "legal" AI hits. See the deal details.

📉 HP is cutting 6,000 jobs in a brutal pivot to "AI-first" operations, citing the need to fund their new AI PC division. It’s a stark reminder that the hardware boom comes with a human cost as legacy tech giants restructure for 2026. Read the market report.

🕶️ Meta is hedging its bets by reportedly negotiating a massive TPU purchase from Google, proving that even big tech is afraid of being too dependent on Nvidia. Read the report.

Golden Nuggets

  • 🏆 Google is the Full-Stack Winner: They own the chips, the data, the model, and the distribution.

  • ⚠️ OpenAI has "Rough Vibes": Without their own hardware or search engine data, they are fighting a capital-intensive war.

  • 🤝 Gov + Tech = Speed: The Genesis Mission proves the US wants to accelerate AI, not just regulate it.

Would love to hear your thoughts on this edition! Send me your thoughts by replying to this email (yes, I read them all :)

Until our next AI rendezvous,

Anthony | Founder of Uncover AI