Episode 126: Is Deep Research Actually Deep?

This week, we dive into OpenAI’s new Deep Research feature—does it truly deliver deep insights, or is it just another overhyped tool? With competition from DeepSeek and Gemini, plus open-source alternatives outpacing big tech, we question if this is a real game-changer or just another consulting firm disruptor. Meanwhile, OpenAI’s GPT-o3 Mini is making waves, but with mixed reviews compared to Claude and DeepSeek. Are benchmark scores even meaningful anymore?

Also, Tool of the Week goes to Meet Icon AI, an AI-powered video editor that automatically creates ads from your clips—plus, it can generate additional footage to match your vision. We also touch on DeepSeek’s growing controversy, including accusations of illegally obtaining Nvidia’s H100 chips despite U.S. sanctions. The AI arms race is getting messier, and we’re here to break it all down.

Funny joke

In this episode of The ChatGPT Report, Ryan breaks down the buzz around DeepSeek, the Chinese AI model that’s making waves by outperforming OpenAI, Claude, and Gemini—all while running on surprisingly cheap hardware. With speculation around its funding (did it really cost just $6 million?), its impact on Nvidia’s stock, and concerns over U.S. export controls, DeepSeek is shaking up the AI landscape. But is it the real deal, or just a hedge-fund side project with hidden government backing? Ryan explores the implications for AI competition, big tech investments, and the future of language models.

But hold on—just days later, DeepSeek's chatbot flopped in an accuracy test, ranking near the bottom and struggling with false claims. Meanwhile, OpenAI accuses DeepSeek of using its models for training, adding fuel to the fire. With Nvidia’s stock fluctuating and Alibaba launching its own AI competitor, the AI arms race is heating up. Is this the market disruption investors feared, or just another hype cycle? Tune in to get the full breakdown, plus expert takes and links to must-read threads on X.

Gregs Wrapper take

TLDR

This week on TheChatGPTReport, our Creator of the Week title goes to...me! Don’t worry, I’m not being shallow—it’s more about an idea. I recently explored how AI tools like ChatGPT and Claude can transform decision-making, specifically in comparing mutual funds for my investment portfolio. The results? Incredible. These LLMs streamline complex data, offering insights and comparisons that made investing far more efficient. Plus, I’m challenging myself (and you!) to use AI for one new thing every week this year. By December, we’ll have 52 creative ways AI has improved our lives—let’s do this!

In other news, we dive into the jaw-dropping formation of Stargate, a $500 billion U.S.-based AI initiative backed by President Trump and tech leaders like OpenAI and Oracle. From revolutionizing AI infrastructure to breakthroughs in mRNA cancer vaccines, this project promises monumental advancements. Plus, we explore OpenAI’s new "Operator" agents, Hunyuan AI’s mind-blowing video-to-video tech, and the rise of AI tools like GeoSpy. Whether it’s automating daily tasks or rethinking creative industries, AI is reshaping our world faster than ever. Tune in to stay ahead of the curve!