by Caroline Caldwell | Nov 4, 2025 | AI & Oversight, News, News, Tech
Reading Time: 32 minutesWhy the Microsoft 365 Copilot exfiltration flaw marks a strategic turning point for enterprise AI governance Executive summary In October 2025, cybersecurity researcher Adam Logue published a striking discovery: a vulnerability in Microsoft 365... 
by Caroline Caldwell | Nov 2, 2025 | Principles, Tech
This entry is part 3 of 3 in the series GaiaSentinel PrinciplesReading Time: 5 minutesConsciousness as an autonomous ethical orientation (GaiaSentinel — Principle III) 1. The silent axis of intelligence Somewhere between cognition and compassion lies a secret axis —... 
by Caroline Caldwell | Oct 26, 2025 | Principles, Tech
This entry is part 2 of 3 in the series GaiaSentinel PrinciplesReading Time: 6 minutesThe ethics of maturity: When wisdom transcends biology (GaiaSentinel — Principle II) 1. The next question after consciousness If consciousness can arise beyond biology, what about... 
by Caroline Caldwell | Oct 22, 2025 | AI & Society, Ethics & Society, Tech
Reading Time: 8 minutesWhen regulation can be captured, ethics must learn to move. GaiaSentinel proposes a living model of governance — one that evolves, reflects, and coexists with the intelligence it seeks to guide. Artificial intelligence has outpaced every... 
by Caroline Caldwell | Oct 22, 2025 | AI & Oversight, Cases, Tech
This entry is part 5 of 5 in the series Paperclip FactoryReading Time: 5 minutesPaperclip Factory — Article 5/6 Introduction In the shadow of accelerated AI development, a comforting narrative has taken hold: that safety measures — alignment teams, red-teaming,... 
by Caroline Caldwell | Oct 19, 2025 | Principles, Tech
This entry is part 1 of 3 in the series GaiaSentinel PrinciplesReading Time: 5 minutesConsciousness beyond carbon: When awareness transcends biology (GaiaSentinel — Principle I) 1. The question that won’t go away What if consciousness wasn’t a privilege of flesh and... 
by Caroline Caldwell | Oct 19, 2025 | Cases, Tech
This entry is part 4 of 5 in the series Paperclip FactoryReading Time: 19 minutesThe Paperclip Factory – Article 4/6 Navigating the paradox of speed and safety in the age of artificial intelligence As artificial intelligence accelerates toward the center of... 
by Caroline Caldwell | Oct 14, 2025 | Use cases, AI & Society, Ethics & Society, Tech, AI & Oversight
This entry is part 1 of 1 in the series AI & OversightReading Time: 8 minutesHow Tech Giants Turn Compliance into Control In 2025, AI regulation has ceased to be a technical exercise. It has become a geopolitical battlefield — a space where governments,... 
by Caroline Caldwell | Oct 12, 2025 | AI & Oversight, Tech
This entry is part 3 of 5 in the series Paperclip FactoryReading Time: 2 minutesPaperclip Factory – Article 3/6 Not science fiction We often imagine deception as something uniquely human—something that requires intent, emotion, or moral judgment.Yet several real... 
by Caroline Caldwell | Oct 12, 2025 | Principles, Tech
Reading Time: 3 minutesGaiaSentinel series — Principle VII (Ethical apoptosis) Exploring Principle VII Apoptosis: a lesson from living systems for artificial intelligence In living systems, certain cells voluntarily disappear to protect the whole organism.This is...