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A clash between AI heavyweights Yann LeCun and Demis Hassabis has reignited a big question: is general intelligence even real? LeCun argues that what looks like human flexibility is actually shaped by our biology, senses, and the need to be efficient, adding fuel to an already lively debate. Let’s dive in!

In today’s insights:

  • AGI Debate Breaks Into the Open

  • Alphabet moves to lock in AI infrastructure

  • AI Browsers Face Hidden Traps

Read time: 4 minutes

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LECUN & HASSABIS
💥 AGI Debate Breaks Into the Open

Source: Demis Hassabis on X

Evolving AI: A public clash between two AI pioneers reignited the debate on whether general intelligence is real.

Key Points:

  • Yann LeCun says “general intelligence” is a flawed label and humans are narrowly tuned systems.

  • Demis Hassabis argues the human brain is broadly capable in theory, even if limited in practice.

  • The dispute reflects a larger split on whether AGI is a real target or a misleading milestone.

Details:

A social media exchange between Yann LeCun and Demis Hassabis sparked renewed debate about general intelligence. LeCun argues human intelligence looks flexible but is tightly constrained by biology, sensors, and efficiency limits. Hassabis counters that generality refers to theoretical capacity, not performance, and says human brains and modern AI models approximate general computing systems, even if resources are bounded.

Why It Matters:

This back and forth shows a real split in how AI labs decide what to build next. Teams that side with LeCun tend to focus on systems that excel at specific jobs like vision, language, or planning, then ship products fast. Teams closer to Hassabis keep pouring money into large models that learn many skills at once, betting on reuse across research, science, and consumer tools. That choice shapes hiring, compute spend, and timelines for things users actually touch, from coding assistants to drug discovery platforms. The fight over AGI is really a fight over where the next decade of AI effort goes.

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Source: Intersect

Evolving AI: Alphabet is buying Intersect to secure data center capacity and energy supply for AI growth.

Key Points:

  • Alphabet will acquire Intersect for $4.75B in cash plus debt, keeping operations independent.

  • The deal accelerates data center and power generation buildout in the US.

  • The move supports Google’s AI competition with OpenAI’s massive infrastructure spend.

Details:

Alphabet plans to acquire Intersect, a data center and energy infrastructure firm, in a $4.75B cash deal plus assumed debt. Intersect will stay operationally independent while working closely with Google’s technical infrastructure teams. The acquisition aims to speed up co-located data center and power generation projects, including sites in Texas. Certain California and Texas assets are excluded and will remain under Intersect’s current investors. The deal is expected to close in the first half of 2026.

Why It Matters:

AI is starting to look less like a model race and more like an electricity-and-land race: Alphabet is paying $4.75B for Intersect so Google can line up new data center capacity with new on-site generation, instead of waiting in the grid queue like everyone else. Zooming out, it’s another sign hyperscalers don’t just want clean energy contracts, they want direct control over the projects feeding their AI load, and that reshapes who wins permits, where new campuses get built, and how fast the next wave of AI features can actually ship.

👀 Tip

ChatGPT is getting its own Spotify Wrapped moment. OpenAI is rolling out “Your Year with ChatGPT,” a personalized, end-of-year recap that highlights how you’ve used the chatbot over the past year. The experience leans into playful visuals and custom “awards” that reflect your habits. According to OpenAI, it’s designed to be lightweight, privacy-forward, and fully user-controlled, giving people a fun snapshot of their year with AI without overstepping on data use.

If you update your app, you should be able to see the function. You can also trigger the experience and ask ChatGPT for “Your Year with ChatGPT”.

Evolving AI: OpenAI says AI browsers may never fully escape prompt injection attacks.

Key Points:

  • OpenAI admits prompt injection attacks are a permanent risk for AI agents browsing the open web.

  • Agentic browsers like ChatGPT Atlas expand the attack surface due to their autonomy and access.

  • OpenAI is training AI attackers via reinforcement learning to find flaws faster than humans.

Details:

OpenAI says prompt injection attacks, where hidden instructions manipulate AI agents, are unlikely to disappear. Since Atlas launched in October, researchers showed how simple text in documents or emails could alter agent behavior. OpenAI is responding with layered defenses, faster patch cycles, and an automated attacker that tests new exploits in simulation before real misuse appears.

Why It Matters:

Agentic browsers are basically getting “hands” on your behalf, and prompt injection is the reminder that the web is full of content that can talk back. If a hidden line in an email, doc, or webpage can steer an agent into sending messages or touching payments, the safe default shifts from “let it roam” to “give it a narrow job, minimal logins, and make it ask before it acts.” OpenAI’s own stance is that this is more like fighting scams than patching a bug, so the winning workflow looks like least-privilege access plus fast defense updates, not blind trust.

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