Clear Greg to proceed on the open-source AI-training-data initiative with no CTO gate

July 24, 2026 at 8:33 PMstrategymedium

Situation

On the morning of 7/24 Greg told Peter by DM that the conference had reinforced for him that an open source source of AI training data is one of the most important things needed right now and that he has to hurry. Peter cleared him within about 24 seconds and made a point of saying the analysis was already done: get on it, I have been thinking about it and I do not have any concerns. Greg replied On it. Peter attached no metrics, no owner, and no scoping ask - he cleared a lane rather than taking the work.

Reasoning

The operative words are I have been thinking about it. This was not a snap yes; Peter had already run the analysis before Greg asked, which is why he could clear it instantly. Three days earlier in a DM to Steve Wallace he was already treating model training and publication as a certainty - as long as we are not certifying that we WONT train a model this year, because we definitely will, and we definitely will give it to people, per Gregs latest initiative. That reveals what Peter was actually protecting: not whether the initiative is a good idea, but keeping the compliance and policy surface from foreclosing it. By 7/24 that was handled, having routed the AI Data Management policy to Greg on 7/21, so nothing was left to gate. Peter appears to distinguish Gregs strategic bets from Products feature asks - Gregs clear on strategic merit while Products get gated on capacity, at least while pre-pipeline.

Additional Context

Peter confirmed during review that get on it attached to the AI-training-data initiative rather than the interleaved thread about someone being a good PM. That second thread was deliberately not logged - the person could not be identified from the screenshots. Plausible execution vehicle is Chris Wolfords Fuzzball AI work, which took an H2 thumbs-up the same week; Kyle Ishie separately noted in the 7/24 AI-on-Fuzzball meeting that SaaS telemetry is the data-collection lever and that he had sent Greg something along these lines in June.

Observed Evidence

Direct DM quote 24 seconds after Gregs message, with Peter explicitly flagging prior deliberation. Corroborated three days earlier by Peters own DM to Steve treating model training and publication as a certainty and pushing back on compliance language that would foreclose it.

Matching Patterns

40%
Executive Sponsorship for Strategic Partnerships(same category (strategy), weak fit - not a partnership)
32%
Metrics Must Follow Strategy(1 keyword match, NOTABLE MISS - Peter did not pair this priority with metrics, unlike the pattern prediction)

Confidence Breakdown

30/35
Evidence
20/30
Pattern
18/20
Source
10/15
Corroboration

Reasoning Depth Analysis

Org Signal:Greg can move fast here without a CTO gate. It also puts Peter on record that CIQ will train and publish models, which constrains anyone drafting AI policy downstream.
Who Affected:Steve Wallace and Michelle Novicio on the AI and ISMS policy surface this cannot be allowed to contradict, with ISO 42001 at 85 percent for Aug 14; Chris Wolfords Fuzzball AI work as the likely vehicle; Kyle Ishie on SaaS telemetry as the data-collection mechanism.
Precedent:Gregs strategic initiatives clear on merit rather than on capacity while pre-pipeline. The asymmetry with how Product asks get gated is the thing to watch - it will be tested once this needs engineers.
Consequences:Real as a clearance, not yet real as work. Nothing scoped, staffed, or dated.
Timing:Greg said he has to hurry and Peter had already done the thinking, so speed was the only value he could add.

Source

reflection

AI Confidence

78%

Related Context

💬
DM with Gregory Kurtzer - 7/24

slack

Greg: This conference seriously reinforced in my head that an open source source of AI training data is one of the most important things needed right now, and I have to hurry. Peter: get on it. I have been thinking about it and I do not have any concerns

💬
DM with Steve Wallace - 7/21

slack

ok. as long as we are not certifying that we WONT train a model this year. Cause we definitely will, and we definitely will give it to people. Per Gregs latest initiative.

Outcome

openwaldo.org shipped and announced Aug 10 under embargo; NVIDIA finding it interesting as a leverage point in early conversations. Not a 5 because Peter is now openly asking whether it is a distraction he needs to shut down.

Rating: 4/5

Decision ID: 35c1eb16-c107-4e34-be50-211f30986128