Analysis & Deep Dives.
Deep dives into cognitive architectures, Large Language Model mechanics, and the psychology of artificial intelligence.
gpt-oss: Size vs Quality Matrix
Two natively-MXFP4 models, one real decision: 20B or 120B. Exact download sizes, official benchmarks, and where the 120B actually earns its 5x on your own hardware.
From Insight to Liability
If you're running a large company and you're not actively exploring how AI can impact your bottom line, I don't know what kind of vacation you're on... but I'd like the brochure.
Speculative Decoding: Let the Intern Do It.
Because forcing an $80,000 GPU cluster to predict the word 'the' one agonizing token at a time is frankly embarrassing. It's time to stop paying PhDs to do data entry.
The Knowledge Cutoff Delusion
Because arguing with an ultra-confident AI that thinks it's still 2023 is exactly how you wanted to spend your afternoon.
Flash, Fast, or Free
Why your AI is speed-running its own failure — an interactive analysis of the true cost of 'Fast and Free' AI.
The 'Lost in the Middle' Problem!
Why your Infinite Context LLM is actually a lossy compression algorithm that deletes your most critical data.
The Abliteration Advantage
Why "uncensored" AI models feel faster than their polite counterparts. It's not a glitch in the matrix—it's raw architectural efficiency.
Why Some Stories Break Your Brain
The cognitive science behind that feeling when someone's story makes zero sense — until it suddenly does.