The Computational Unconscious: How AI Models Betray Their Own Hallucinations
New research reveals that AI hallucinations leave measurable computational traces, opening paths to more reliable artificial intelligence systems.
Research Blog
Insights on AI, computer vision, and cinematic innovation from Al-Haytham Labs
The Convergence of Perception and Reasoning: Microsoft's Phi-4 and the Evolution of Visual Intelligence
Microsoft's Phi-4-reasoning-vision-15B represents a shift toward efficient multimodal AI that bridges perception and logical reasoning.
The Automated Code Surgeon: How OpenAI's Codex Security Signals the Dawn of AI-Driven Software Immunity
OpenAI's Codex Security represents a paradigm shift toward autonomous vulnerability detection and repair, with profound implications for digital infrastructure security.
The Computational Camera Obscura: How Local AI Agents Signal a Return to Privacy-First Creative Tools
Liquid AI's LocalCowork represents a shift toward on-device AI workflows that could reshape how creative professionals handle sensitive projects.
The Proxy Problem: How Platform Intermediaries Complicate AI Ethics Enforcement
Pentagon's alleged use of OpenAI models through Microsoft reveals the complex challenge of governing AI applications across platform boundaries.
The Convergence of Computation and Creation: GPT-5.4's Business Intelligence Signals a New Visual Economy
OpenAI's GPT-5.4 prioritizes business applications over pure coding, suggesting AI's evolution toward visual document creation and economic modeling.