AI engineering research

Probabilistic Systems Engineering

Gregory Tomlinson

A body of work about preserving control when AI accelerates implementation faster than humans can safely review it.

Start with the authority essays, then move into the papers and supporting contracts. Replication stays available as portability and rerun support, not the main place to begin.

Start with authority Jump to the proof Browse library
Primary path

Authority

Collections and linked essays that diagnose where control actually lives and why understanding alone does not restore it.

1 collection ยท 10 essays
Primary path

Papers

Research and mechanism papers, comparisons, and synthesis that make the engineering claims legible.

6 current items
 Browse

Archive

Latest plus historical lineage, grouped sanely without flattening version history.

Version-preserving listings

Supporting surfaces

Support

Contracts

Operational semantics and governing artifacts that support the papers without becoming the front door.

5 current items
 Support

Replication & verification

Portable rerun material, extracted packets, and independent-checking support.

7 current items