Tim Sanders
speaker
603 appearances
5 recordings
1 series
first heard Feb 2026
last heard 13 Feb
Tim Sanders’s voice in public audio — every appearance, attributed to the second.
Trend
recordings per month · last 12 monthsRecordings per month over the last 12 months — 5 in all, peaking in Feb 2026 with 5.
Appearances
Here's what matter: the benchmark for hallucination, the benchmark for tool call reliability, the benchmark for containment rate.
That stuff matters to us.
And we knew this because they spent all their time.
time on like SEAL leaderboards or El M Arena.
So we begin to see that movement.
Well
The good news is that
This is not going to go back and forth.
Like the business isn't going to take back buying software next year.
So it looks like the machines are moving rather slowly.
So for us, I would suspect the cadence of remeasuring that might be annual or at or at the most every six months.
No, that's not the case for every business.
Some businesses are seeing really fast moving situations.
Like I think a great example, CRM.
CRM is a super dynamic space right now.
And so
As a result, the machines may be moving every quarter.
So anyway, the long answer here is you have to really have your finger on the pulse of how quickly the biomoras and criteria are shifting and
recency in particular has risen a lot because it reflects because the models value recent reviews because they reflect.
Token link maps.
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