-
Why Users Prefer GPT-4o Over GPT-5: The Performance Paradox of 2025
The Unexpected User Preference The release of GPT-5 should have been a triumph, a more powerful model with better benchmarks and more parameters representing the cutting edge of AI capabilities. Instead, it revealed a critical disconnect between technical capabilities and user satisfaction. Users overwhelmingly prefer GPT-4o, the previous iteration, despite GPT-5’s superior performance on paper. […]
Enroll -
The AI Alignment Problem: Ensuring AI Systems Serve Human Values
Understanding the Alignment Challenge The alignment problem represents one of the most critical challenges in artificial intelligence: ensuring AI systems reliably pursue human values and goals. As AI becomes more capable and autonomous, the stakes of misalignment increase dramatically. A system that’s optimized for the wrong objective, even slightly, can produce outcomes that range from […]
Enroll -
Solving AI’s Critical Technical Limitations
The Uncertainty Challenge in AI Systems One of artificial intelligence’s most persistent problems is handling uncertainty appropriately. Current AI models often express overconfidence in incorrect predictions, creating reliability issues that undermine trust. This overconfidence problem stems from how models are trained and evaluated, with systems optimized primarily for accuracy rather than calibrated confidence. Interestingly, research […]
Enroll
