Category: ideas-ramblings-foresights


  • Utilizing Human Interaction Signals for Spam Detection

    The Captcha Arms Race – Bots are getting more clever, while CAPTCHAs are getting dumber. By forcing “human-only” (mostly) interactions through UI state changes and dynamically rotating field names at the edge, this approach creates a multi-tiered moving target for bots, all with zero friction for real people, zero annoyances and no external API calls.

  • WordPress-DataBase-Router-Thing

    What happens when a frustration hits a lack of coffee and you try to reinvent the underlying mishmash of an engine that powers almost half the internet. My attempt at at Mission Impossible, just to spite the midg.. little guy Cruising Tom

  • AGI has been cancelled

    Even though lately new models, releases and announcements are aplenty, obviously the most notable ones to reflect on are OpenAI’s new model launches over the past week – an OpenAI’s milestone open source model and a new frontier model in different variants. The open source model called GPT-OSS and the much hyped, even more guessed…