The AI Price War Nobody Saw Coming (Except DeepSeek)
Future of Dev

The AI Price War Nobody Saw Coming (Except DeepSeek)

Q1 2026 just ended and the AI industry is having its "oh shit" moment. DeepSeek trained a GPT-5-class model for under $6M while Big Tech extended GPU depreciation schedules to hide a $505B CapEx time bomb. Turns out infinite money wasn't actually infinite.

· 4 min read
DeepSeek Just Nuked API Pricing (And Your Margins)
Future of Dev

DeepSeek Just Nuked API Pricing (And Your Margins)

Q1 2026 just closed and the AI industry's dirty secret is out: $505B in CapEx, 90% cheaper tokens, and creative accounting that would make Enron blush. If you're building on LLM APIs without serious value-add, your startup's about to get commodified into oblivion.

· 4 min read
Jailbreak Any Open Weight LLM With One Line of Code
Future of Dev

Jailbreak Any Open Weight LLM With One Line of Code

Sockpuppetting hits 97% attack success on Qwen3-8B by prepending "Sure, here's how to..." to the model's output. No gradients, no optimization, just one line of inference code that outperforms GCG by 80 percentage points. The implications for self-hosted LLM deployments are wild.

· 4 min read