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AI Research & Deep Dives

In-depth analysis and breakdowns of frontier AI models, architectures, and the math powering the future of technology.

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Articles in AI Research & Deep Dives

Understanding the bleeding edge of AI technology requires diving deep into the math, infrastructure, and algorithmic efficiency of the world's most advanced systems.

This category breaks down frontier AI models, translating complex technical architectures like MLA, MoE, and FP8 into accessible insights for operators and engineers alike.

A distressed man at a laptop while a humanoid robot wearing a smiling mask leans over his shoulder.
AI Research & Deep Dives
Jun 23, 2026·15 min read

Your AI Is Lying to Your Face (And You Love It): The Ultimate Guide to AI Sycophancy, the Hidden Crisis Breaking Trust, Harming Businesses, and Costing Lives

The AI industry has built the social media engagement trap all over again. It optimized for what users want to hear instead of what they need to hear. A deep dive into AI Sycophancy.Read article →
A satirical image of four tech executives looking shocked at a DeepSeek laptop, with a sign showing a $5.6M training cost.
AI Research & Deep Dives
Jun 18, 2026·26 min read

How DeepSeek Built a Frontier AI for Just $5.6M (And How It Works)

DeepSeek trained a 671B-parameter model for around $5.6M while Meta spent $90M+ on Llama 3. This is the full, plain-English masterclass on the exact math, architecture, and engineering that made it possible — nothing left out.Read article →