Essays that sharpen the language of continuity, memory, and meaning in the age of intelligent systems. Written for leaders, researchers, educators, and builders.
Why the path from AGI to ASI is not only a capability-scaling problem, but a continuity-scaling problem requiring preservation of decision lineage, evidence, authority, failure memory, and justified change across recursive and multi-agent AI systems.
A foundational essay arguing that the future of AI-native organizations depends not merely on retrieval, but on continuity architecture.
Temperature zero can reduce variation, but it cannot preserve why decisions were trusted. This essay argues that recursive AI development requires a continuity layer above inference, retrieval, logs, and pauses.
English only — Spanish translation forthcoming
Introduces the Mayorga Mnemosyne AI Continuity Framework as the governed continuity layer after memory, retrieval, and AI wikis — preserving meaning, evidence, decisions, assumptions, definitions, contradiction handling, canon status, human review, and justified change across time.
English only — Spanish translation forthcoming
Why capability gains in AI systems do not automatically translate into preserved meaning, judgment, or institutional memory.
How AI-native organizations become locally brilliant but lose the reasoning, rationale, memory, and continuity needed for intelligence to compound across time.
English only — Spanish translation forthcoming
Recursive AI, loop engineering, and the case for continuity architecture: systems that preserve purpose, evidence, assumptions, authority, decision lineage, and justified change across time.
English only — Spanish translation forthcoming
Why governance frameworks for AI must be designed as continuity architectures, not as static policy documents.
Introducing the continuity layer that sits between raw capability and durable organizational intelligence.
AI-native organizations need more than notes and retrieval. They need a memory spine: a governed continuity structure preserving evidence, decisions, rejected alternatives, negative knowledge, handoff integrity, and why decisions mattered.
English only — Spanish translation forthcoming