How AI Is Used in Quantitative Trading (and Where It Breaks)
How AI is used in quantitative trading today — LLM factor generation, portfolio optimization, execution — and where the evidence still falls short.
Exploring how AI reshapes the way humans think, learn, and create.
How AI changes the way we reason, decide, and solve problems.
Explore how AI is changing the way we think, reason, and make decisions. We examine human-AI collaboration, problem-solving, mental models, and the new thinking skills needed in the age of intelligent machines.
How AI is used in quantitative trading today — LLM factor generation, portfolio optimization, execution — and where the evidence still falls short.
Two radiologists use the same AI. One learns from her mistakes; the other never hears about them. Why judgment diverges even when the tool doesn't.
High-quality AI output depends less on prompt templates and more on domain expertise, structured thinking, and the ability to guide AI through complex workflows.
AI slows down because of memory bandwidth, KV cache growth, and power limits—not just compute. Understand the physics behind cloud and local AI lag.
Why is ChatGPT slow, expensive, and confidently wrong? Four flaws baked into the Transformer's DNA — and the challengers (Mamba, diffusion LLMs) at the gate.
Current AI interaction models assume synchronous presence. This breaks when agent tasks take minutes, not milliseconds. A five-dimension framework for batch processing, async delegation, and trust-calibrated notifications.
How do we build high-fidelity AI personas? Explore the engineering of cognitive vessels using multimodal dark data, RAG, and continuous learning.
Why did Europe and Asia lag in GenAI? Discover how industrial mindsets and the shift to embodied AI are reshaping the second half of the intelligence era.
Is AI making you smarter or lazier? Explore the shift from AI Copilots to Cognitive Exoskeletons. Learn 3 practical strategies to avoid skill atrophy and build an AI-augmented mind.
Using the same AI tools but getting mediocre results? The gap isn't the model; it's your cognitive scaffolding. Learn how 'Thinking Engineering' helps you define, structure, and calibrate problems to unlock 10x productivity with AI.
AI is not replacing thought; it's extending it. Explore how cognitive exoskeletons amplify intelligence while introducing risks like automation bias and skill atrophy—and how to maintain your baseline.
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