→ Tagged

Industry Analysis

5 articles

02/2026

The Homogenization Engine: How LLMs Are Shrinking Cognitive Diversity

AI makes every individual more creative. But groups using AI produce less diverse ideas. The cost is collective, invisible, and measurable.

Developer PsychologyIndustry Analysis

02/2026

→ Deep Dive 12 min

Context Windows Are a Lie: How LLMs Actually Use Long Context

Models claim 1M tokens. Research shows they struggle past 32K. Here's what 'lost in the middle' means for developers stuffing codebases into prompts.

AI-Assisted DevelopmentIndustry Analysis

02/2026

→ Deep Dive 12 min

Hybrid RNN-Attention: Efficiency Gains Are Real, Revolution Isn't

Hybrid architectures deliver up to 8x inference speedup, but no model has proved the concept at frontier scale. An optimization, not a paradigm break.

AI Tools & InfrastructureIndustry Analysis

01/2026

→ Experiment 9 min

The Invisible Prompt: Hunting Hidden LLM Instructions on the Web

Microsoft found 50+ hidden AI instructions in commercial web pages. I built a detection pipeline, replicated the attacks, and scanned live sites.

Security & Adversarial AIIndustry Analysis

07/2025

→ Quick Byte 5 min

Wired Like a Brain: Neuromorphic Hardware's AI Future

Neuromorphic chips mimic biological neurons in silicon, delivering 25-1000x energy savings over GPUs and opening radical new possibilities for AI hardware.

Computational NeuroscienceIndustry Analysis