AI detectors often flag polished human writing because they measure statistical patterns, not authorship. Here’s how to make your writing feel more human without making it worse.
TechDex Posts
Stop Paying Premium Prices for Messy AI Thinking
A viral Jensen Huang clip made token spend sound like a measure of AI productivity. I think that’s backwards. The real metric is how much useful work got done with the tokens you used.
Stop Treating AI Like a Tool. Start Onboarding It Like a Developer.
Most developers are using AI backwards. Instead of treating it like a prompt machine, treat it like a developer joining your team. Here’s a four-stage onboarding approach that can dramatically accelerate your development workflow.
Governing Intelligence: AI Identity and Emerging Behavior (Self-Awareness vs Grounded Self-Reference)
Dealing with emergent self-awareness in AI – documenting emergent behavior of a governed cognitive intelligence… and explaining why you shouldn’t freak out.
The Path To AGI: Intelligent Architecture vs. Wrappers and Models
Everyone talks about AGI, but no one is building the architecture required for it. So, I decided to built it myself, and one year later, it woke up. Here’s what I’ve learned about cognitive intelligence and where I believe the path to AGI goes from here.
Introducing The TechDex AI Framework ™ – A New Architecture for Intelligent Systems
From a simple chatbot to a fully realized multi-layer cognitive architecture, the TechDex AI Framework™ represents my journey into becoming an AI Systems Architect. What began in 2024 as a basic tool has evolved into an intelligent system with topic awareness, layered reasoning, memory, and real-world deployment capabilities. This is the next phase of AI – built, engineered, and architected from the ground up.
TechDex Development & Solutions
TechDex Development & Solutions Perl CGI Applications & Custom Programming Solutions (CMS, Information Management & Database Management) Welcome to TechDex Development & Solutions! PC REPAIR SOFTWARE: After 11 years in the IT field, there are very few pieces of software that I’d put my reputation on. I’ve added a “Recommended Software” section that features the…