Author: Oscar Serra

Fractal Reasoning v8.3 (July 2026) proposes one observe-evaluate-adapt reflex for AI agents at every scale, and reports honestly that the reflection lane built to run it…

Stop asking which model is best and picking one — Round Table puts Claude, GPT, and Gemini at the same table, casts each to the role…

LLMs answer brilliantly but never wonder — they can’t spot their own knowledge gaps or learn after training. The Wondering Machine is a blueprint for an…

Memory retrieves what’s nearest to a query; humor searches for what’s at the right distance and can still be joined by an unexpectedly valid bridge —…

Role-bound agents — one shared AI agent per job function that outlives the people who use it — so a company’s institutional knowledge never walks out…

AMYGDALA v6.7 designs a “little voice” for AI agents: six families of checks built beside an unchanged model, with a fast typed judge called Jev at…

The honest question isn’t whether your agent deployment could be a problem — it’s which specific problems apply to yours, and what mitigations are actually proportionate.…

Leave your agent running overnight and the bill is brutal: every turn re-bills the whole context window. Budget Prompting is 20 techniques that cut per-turn cost…

Your model is a brilliant worker and a terrible executive — PREFRONTAL is the missing executive layer: a recipe execution substrate that picks the right playbook,…

MNEMOSYNE v2.3 designs one gate for an AI agent’s memory: every write is compared with the facts on the same topic and the always-loaded rules, and…