Small Models Have Arrived: The Engine of Consumer AI
Frontier models get the headlines, but hyper-efficient small models are fixing unit economics and driving real-world AI software adoption.
AI
#llm
← The IndexBeyond Prompts: How LLMs Hack Their Own Inference Engines
AI security is shifting from prompt injection to inference engine exploits, where model outputs trigger code execution on host machines.
AI Security
Why the Smartest AI Models Are Struggling to Sell
Frontier AI models cost 10x more for a tiny performance gain. Discover why enterprises are shifting toward model routing and cheaper LLMs.
AI
Why AI Text Watermarking Will Never Work
Statistical watermarks promise to identify AI content, but low text entropy and easy rephrasing make text AI watermarks fundamentally fragile.
AI
Stealing CoT: The Hidden Attack Target in AI APIs
How attackers extract hidden reasoning traces from proprietary LLM APIs, and why chain-of-thought security is becoming AI's biggest battleground.
AI Security
Token Profiling: The New CI/CD Gate for AI Agents
As AI agents run multi-step loops, token consumption can explode. Token profiling and cost regression gates bring software engineering discipline to AI.
AI
When AI Needs Keystrokes: Meta's Leak and the Data Wall
Meta paused an internal program tracking employee keystrokes for AI training. Why are tech giants so desperate for behavioral data, and what about privacy?
AI
Are Autonomous AI Hackers Real? A $1,500 Reality Check
We spent years fearing AI super-hackers. A recent $1,500 LLM experiment and Anthropic's containment systems reveal the true state of autonomous AI threats.
AI Security