DeepMind’s AI Just Solved Video Generation In A Way Nobody Expected

DeepMind’s Veo 3 text-to-video generative AI produces incredibly realistic footage, marking a huge leap in video generation fidelity.

The AI demonstrates an advanced, inherent understanding of physics, light transport, and material properties, generating consistent reflections and specular highlights. The most surprising discovery is that many of its advanced capabilities, such as image inpainting, outpainting, and segmentation, are emergent: the AI learned them autonomously from training on vast video data, rather than being explicitly programmed. The authors call this frame-by-frame reasoning process the “chain of frames”. Despite its power, the model is not flawless and still makes logical errors or fails simple IQ tests.

The AI Bubble Is Worse Than You Think

The massive valuation of the AI sector is an unsustainable economic bubble, driven by speculation rather than current financial performance. A recent MIT report showed that 95% of corporate generative AI pilots are not generating a measurable impact on profits, directly contradicting the market’s euphoria.

This optimism has led to a dangerous concentration of wealth, with the “Magnificent 7” tech giants now accounting for roughly 34% of the entire S&P 500, a level that has prompted warnings from bodies like the Bank of England. Furthermore, the video suggests that the massive infrastructure spending by these companies—projected to be around $400 billion in 2025—is artificially boosting US GDP growth, masking underlying economic weaknesses like rising unemployment and persistent inflation.

The core technology itself is criticized as being unreliable with a leading AI product being “confidently wrong” multiple times.

Financially, the situation is described as precarious, with companies like OpenAI reporting huge net losses despite high revenue projections. These businesses are relying on high-risk, circular investment deals with other big tech players to sustain their growth.

The bubble will inevitably burst, leading to the “incineration” of billions of dollars, negative impacts on retirement accounts, and significant job losses.

If AI succeeds in becoming ubiquitous, it will likely lead to greater economic inequality and a job crisis with no political consensus for solutions like Universal Basic Income.

What Everyone Is Getting Wrong About AI And Jobs

For years, we’ve heard two major narratives about AI. One predicting the end of human work, the other dismissing it as hype. The truth is more nuanced, and more hopeful. From radiology to software engineering, the pattern repeats: as technology makes tasks cheaper and faster, demand for human creativity and judgment grows. YC’s Garry Tan explores what history, economics, and real companies show us— that technology doesn’t replace people, it redefines what we can do.

Google Gemini 3 Shocks The Internet: Absolutely Mind Blown

Google just shocked everyone. Gemini 3 is here, and it’s unlike anything we’ve seen. Early testers found hidden features like Agent Mode and Deep Think, proving this isn’t just a model upgrade but a full leap toward autonomous AI. It can write code, draw perfect visuals, and even control browsers, making it the most advanced system Google’s ever built. And while OpenAI studies which jobs AI will replace next, Gemini 3 is already showing what that future looks like.

The ChatGPT Study That Could Explode Your Traffic

OpenAI just revealed exactly how it decides what ranks #1, and it’s not what you think. After analyzing over a million conversations, OpenAI exposed how people actually use ChatGPT to research, compare, and buy. This isn’t just a shift in behavior, it’s the birth of a new kind of search. In this video, you’ll learn how to position your business to show up inside ChatGPT’s answers (and Google’s new AI Overviews), before your competitors even realize what’s happening.

AI Slop Is Killing Our Channel

AI-generated content is flooding the internet, from videos and music to news and books. On top of that, generative AI is making false information look more convincing than ever.

We’re entering a new era of information overload, and figuring out what’s real and what’s not is becoming more and more of a challenge. While AI slop is slowly changing the internet as we know it, one thing is certain: kurzgesagt videos will always remain human-made.