Why Multimodal AI Is Massively Overhyped
Multimodal AI sits at peak hype on Gartner's 2025 cycle. But 80% of pilots fail to scale beyond testing. The gap between benchmark performance and production reality is where projects go to die....
Mutation Testing Primer: Finding Real Bugs
Mutation testing answers what coverage can't: do your tests actually catch bugs? Learn how to use mutation testing tools to find the gaps in your test suite and write tests that genuinely verify corre...
The ASR Privacy Paradox
ASR systems need training data. Training data contains sensitive audio. How federated learning solves the conflict between ML requirements and privacy laws....
Voice to Context to Action: A Framework for Operational Voice AI
Radio traffic is operational intelligence that vanishes into air. This framework for voice AI captures, interprets, and acts on voice data in minutes instead of hours....
Why Voice AI Demos Always Work (And Production Never Does)
Voice AI demos work perfectly. Production deployments fail. After a decade building speech systems, here's why the gap exists and how to bridge it....
Blockchain: The Solution Looking for a Problem
Blockchain has been 'revolutionary' for 15 years without revolutionizing anything. Every enterprise blockchain quietly becomes a regular database....
Code Review Is Broken
Code review as practiced by most teams is a bottleneck that provides less value than we pretend. Small PRs, distributed reviewing, and time SLAs can fix it....