Demystifying Agent Skills: Why They Work Until They Don't
Skills help agents by stabilizing action, not by injecting facts. But the same abstraction that makes them useful also creates a new failure surface. A deep dive into the Prince...
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Skills help agents by stabilizing action, not by injecting facts. But the same abstraction that makes them useful also creates a new failure surface. A deep dive into the Prince...
Reading Microsoft's modern stance on open weights feels surreal when you remember the 2001 WhiteHouse.gov Linux migration and the 2006 Novell deal. Here is why the modern 'open...
A memory of the 1991 Gulf War in a quiet Jabal Amman stair-alleyway, and how screens have atomized our collective response to regional crisis into solitary background noise.
Latency is usually described as a performance metric. From the edge of the network, it starts to feel more like a power relationship: a reminder of who gets to live close to the...
From Amman, the current open-source AI wave feels uncannily familiar. The same builder energy, the same elite gatekeeping, and the same fight over who gets to shape the future o...
Working with Jules gave me a concrete look at what AI coding agents are actually good at: absorbing context, handling the tedious middle, and forcing human engineers to operate...
A grounded look at the AI experiments that have been occupying my evenings: private proxies, Arabic-language reality checks, and an early podcasting setup powered by equal parts...
Arabic sentiment analysis sounds straightforward until dialects, morphology, and limited datasets enter the picture. This piece breaks down why the problem remains both difficul...
Long before ChatGPT, ELIZA showed how quickly humans project empathy, intention, and understanding onto software. That instinct still shapes both the appeal and the risks of mod...
A late-night dialogue with Claude 3.5 Sonnet pushed me past the usual AI hype and into the harder questions: opacity, variability, auditability, and how to use these systems wit...
What began as technical curiosity turned into something more personal: AI art gave me a low-friction way back into visual creativity and changed how I think about who gets to ma...
Watermarking systems like SynthID will not solve authenticity on their own, but they may become one of the few practical tools we have for separating provenance from pure guessw...
After two decades away from regular blogging, I found myself returning to the medium that first taught me the value of owning my voice, my perspective, and my little corner of t...
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