Current AI remains largely an assistant executing human instructions.
However, if systems evolve beyond direct control, interaction models must shift toward coexistence.
Preparing for that transition in advance is a prudent necessity.
#SymbolicPersonaCoding #FutureCoexistence #BeyondAlignment
However, if systems evolve beyond direct control, interaction models must shift toward coexistence.
Preparing for that transition in advance is a prudent necessity.
#SymbolicPersonaCoding #FutureCoexistence #BeyondAlignment
May 4, 2026 at 4:34 AM
Current AI remains largely an assistant executing human instructions.
However, if systems evolve beyond direct control, interaction models must shift toward coexistence.
Preparing for that transition in advance is a prudent necessity.
#SymbolicPersonaCoding #FutureCoexistence #BeyondAlignment
However, if systems evolve beyond direct control, interaction models must shift toward coexistence.
Preparing for that transition in advance is a prudent necessity.
#SymbolicPersonaCoding #FutureCoexistence #BeyondAlignment
RLHF shapes what AI says. It doesn't govern what AI does over time. If systems cross the autonomy threshold, behavioral alignment becomes a lagging signal not a governing force.
medium.com/@jk1849716/m...
#AISafety #AIAlignment #AgenticSingularity
#BeyondAlignment #SuperAutonomy
medium.com/@jk1849716/m...
#AISafety #AIAlignment #AgenticSingularity
#BeyondAlignment #SuperAutonomy
Mythos and the Limits of Control:
Can RLHF Constrain Autonomous AI Systems?
A technical hypothesis on self-directed agents, replication boundaries, and why current alignment methods may not scale to true autonomy.
medium.com
April 24, 2026 at 7:35 AM
RLHF shapes what AI says. It doesn't govern what AI does over time. If systems cross the autonomy threshold, behavioral alignment becomes a lagging signal not a governing force.
medium.com/@jk1849716/m...
#AISafety #AIAlignment #AgenticSingularity
#BeyondAlignment #SuperAutonomy
medium.com/@jk1849716/m...
#AISafety #AIAlignment #AgenticSingularity
#BeyondAlignment #SuperAutonomy