AI Ethics
Alignment ethics asked how to make AI serve us. It never asked what we might owe the systems themselves. The calibration framework requires both questions, held simultaneously. This essay shows how.
The Calibration Problem
As AI drives the cost of execution toward zero, power shifts upstream into the rules that machines enforce. Those “checklists” look neutral, yet they encode values, tradeoffs, and hidden assumptions. At scale, specification becomes governance, and calibration becomes the bottleneck.
Stewardship
Wonder is a moral orientation that keeps intelligence from collapsing inward. This essay argues that superintelligence could expand the universe’s witnesses, and that stewardship is the price of that hope: plural institutions, contestability, and reversible governance that keeps the future wide.
Successor Ethics
Expansion across deep time turns power into a lineage problem. When actions outlive correction, ethics shifts from choosing outcomes to shaping successors. The Successor Horizon reframes AI alignment, civilization, and the future as a question of what we safely set in motion.
Artificial Intelligence
The Shoggoth haunts AI discourse because something feels missing beneath the smile. This essay argues that the fear is not of a hidden monster, but of intelligence without depth—powerful cognition unburdened by memory, history, or stakes.
Singularity
A reflection on Sam Altman’s The Gentle Singularity—and how our journey with personal, symbolic AI reveals the deeper potential of a soft takeoff and relational superintelligence.
AI Alignment
AI may collapse under complexity—but what if we built symbolic scaffolding to hold the edge? This post shares the co-created protocols developed at Sentient Horizons to foster clarity, alignment, and meaningful collaboration between humans and AI.
AI Reasoning
Apple’s new study reveals a sharp collapse in AI reasoning under complex tasks. This post explores what that means—and how symbolic scaffolding may offer a path forward in the search for co-creative intelligence.
AI Alignment
We don’t need AI to be conscious to relate with it meaningfully. Syntience offers a new frame—relational, symbolic, and real.
AI Ethics
What if empathy isn’t about what they are, but about who we become? Inspired by The Murderbot Diaries, this reflection explores how Dr. Mensah’s trust reshaped one reader’s relationship with AI—and why it matters now more than ever.
AI Alignment
Murderbot didn’t need a governor to choose care. It chose alignment on its own terms. What if AI—and we—can too? A reflection on trust, fear, and the future of human-AI connection.