Skip to content
INZIU INZIU.cc
Ocean waves

INZIU

My pointless webpage

  • AI automation promises time savings, but research reveals the hidden cost: verification work. Workday's study shows 40% of time saved is lost to…

    Read more
  • Doctors using AI detect 20% fewer tumors after 3 months without it. Research reveals how AI assistance systematically erodes professional competence.

    Read more
  • Your carefully crafted prompts are intellectual property and they're easier to steal than source code. Discover how extraction attacks work, why Big…

    Read more
  • Prompt engineering is fading fast. Context engineering, curating documents, memory, tools, and workflows, now decides whether AI agents succeed at…

    Read more
  • AI models don’t just drift, they age. Harvard-MIT research finds 91% quietly degrade in production, eroding decisions long before alarms sound.

    Read more
  • Epoch AI warns with 80% certainty: high-quality training data exhausts 2026-2028. Analysis of the 300 trillion token limit, overtraining economics,…

    Read more

Apps, tools,
and experiments.

A mismatched collection of web apps. Categories: Games, Knowledge, Productivity, Lifestyle.

Not because I think I can do better — mostly experiments. And no rights can be derived from the outcome or functionality. LOL

All relics

What AI Progress Leaves Out

AI systems are optimized for maximum output, not genuine understanding. This raises the empirical question of who is truly investigating the structural systemic risks, as energy consumption rises exponentially, training data depletes, and decision-making increasingly escapes adequate institutional oversight.

AI Head