Dr Alex Young ⚡️ (@AlexanderFYoung)

2025-10-28 | ❤️ 833 | 🔁 179


🚨 The AI paper everyone’s quietly freaking out about.

It’s called “Real Deep Research for AI, Robotics, and Beyond” and it might be the closest thing we’ve seen to a blueprint for actual general intelligence.

Here’s the wild part:

Instead of memorizing patterns, this system teaches AI to form internal hypotheses test them, refine them, reuse them across everything from reasoning benchmarks to robotic control.

The results are absurd:

→ Beats GPT-4 and Gemini 2.5 on 40+ reasoning tasks → 3× faster at real-world robotics loops → Learns across domains without fine-tuning

This isn’t another “bigger model = smarter AI” story.

It’s the first sign of machines that do their own research.

If this scales, “understanding” won’t just be something AI mimics it’ll be something it develops.


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Robotics AI-ML