Good morning, AI enthusiast.

A deal sealed over a viral fried chicken dinner has kicked off a massive AI infrastructure buildout across South Korea. NVIDIA is partnering with industrial giants like Samsung and Hyundai to create national-scale 'AI factories'.

The move arms the country's industrial base with the computing power to build its own intelligence, a prime example of the growing 'sovereign AI' movement. As more nations race to secure their own AI capabilities, what does this new era of technological independence mean for global competition?

In today’s AI recap:

• NVIDIA's South Korea 'AI factories'

• OpenAI's new GPT-5 code-fixer

• OpenAI's massive quarterly loss

• 8 trending AI tools

NVIDIA's 'Jensanity' Moment

The Recap: NVIDIA CEO Jensen Huang announced a massive partnership to supply over 260,000 GPUs to South Korea, creating national-scale “AI factories” with giants like Samsung and Hyundai. The deal was sealed with a viral fried chicken dinner, sparking a frenzy dubbed ‘Jensanity’.

Unpacked:

• The deal represents one of the largest national investments in AI, aiming to equip the country's industrial base with the computing power to produce its own intelligence.

• This initiative is a prime example of sovereign AI, where a nation builds its own AI capabilities using its own infrastructure and data to drive economic growth and maintain technological independence.

• Industrial giants are putting the GPUs to work immediately: Samsung is creating digital twins for its chip fabs, while Hyundai will accelerate development in autonomous driving and robotics.

Bottom line: South Korea’s move highlights a global race to build domestic AI infrastructure, ensuring nations can compete and innovate without relying on foreign technology. The casual dinner wasn't just a photo-op; it cemented a critical alliance between the world's top AI chipmaker and industrial titans poised to deploy AI in the physical world.

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OpenAI's Auto-Fixing Code Agent

The Recap: OpenAI has reportedly unveiled Aardvark, a new AI agent powered by the next-generation GPT-5 model. The tool is designed to automatically analyze codebases, identify security flaws and other bugs, and suggest fixes in real-time.

Unpacked:

• Aardvark automates code reviews by analyzing entire codebases to highlight potential security vulnerabilities for developers.

• The agent provides real-time fixes, allowing developers to immediately implement suggested corrections and streamline the debugging process.

• It also features learning capabilities, enabling it to improve its accuracy and efficiency by learning from previous interactions over time.

Bottom line: This tool promises to significantly reduce the time developers spend on manual debugging and vulnerability patching. This shift allows teams to focus more on innovation, potentially leading to faster development cycles and more secure software.

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The Price of Intelligence

The Recap: Microsoft's latest earnings filing offers a rare glimpse into the colossal cost of building frontier AI, suggesting its partner OpenAI may have lost over $11.5 billion in the last quarter alone.

Unpacked:

• The stunning figure comes from Microsoft's equity method of accounting, where it reported a $3.1 billion hit to its own income based on its 27% stake in OpenAI.

• The actual loss might be even larger, as some reports suggest the number could exceed $12 billion when calculated with pre-tax figures and Microsoft's previous 32.5% stake.

• For context, OpenAI's quarterly burn rate dwarfs its reported $4.3 billion revenue for the entire first half of the year, while Microsoft's share of the loss is a drop in the bucket against its own $27.7 billion quarterly net income.

Bottom line: This staggering burn rate reveals the monumental price of competing at the cutting edge of AI development. It also underscores how the AI race is largely financed by deep-pocketed tech giants capable of sustaining billions in losses to secure a market-leading position.

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The Shortlist

Meta proposed its "Agents Rule of Two" security framework, which states that to prevent prompt injection attacks, an AI agent should only satisfy two of three conditions: processing untrusted inputs, accessing private data, or communicating externally.

Amazon claimed its recent 14,000 job cuts were not driven by AI or financials but by a "culture" shift to make the company leaner and faster, according to CEO Andy Jassy.

The New York Times revealed how deepfake tools are being used to generate hyper-realistic violent videos and images, turning online harassment and death threats into a terrifying new form of digital violence.

Signing off,

David, Lucas, Mitchell — The Recap editorial team