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When AI tests fail

  • August 12, 2025
  • 4 replies
  • 213 views
When AI tests fail
PolinaKr
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Hi ShiftSyncers đź‘‹

You ask fantastic questions during webinar Q&A sessions, and we realized the answers are helpful to the entire community. 

From now on, we’ll be sharing some of these Q&A snapshots here so everyone can benefit.

Today’s question is:

When AI tests fail, what debugging approaches do you recommend? How can we determine if the issue is with the test itself, the model, or the data?


Watch the full webinar here

4 replies

Bharat2609
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  • Ensign
  • August 12, 2025

Thanks you ​@PolinaKr  for bringing my Question and thanks to ​@executeautomation  Karthik for reply in very gently way.

 

I am happy to be part of this community


Ramanan
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  • Ace Pilot
  • August 12, 2025

Hi ShiftSyncers đź‘‹

You ask fantastic questions during webinar Q&A sessions, and we realized the answers are helpful to the entire community. 

From now on, we’ll be sharing some of these Q&A snapshots here so everyone can benefit.

Today’s question is:

When AI tests fail, what debugging approaches do you recommend? How can we determine if the issue is with the test itself, the model, or the data?


Watch the full webinar here

 

Perfect Session by ​@executeautomation ,

Kudos to the team ​@PolinaKr 

 

Thanks,

Ramanan 


Chris Gafney

Hi ShiftSyncers đź‘‹

You ask fantastic questions during webinar Q&A sessions, and we realized the answers are helpful to the entire community. 

From now on, we’ll be sharing some of these Q&A snapshots here so everyone can benefit.

Today’s question is:

When AI tests fail, what debugging approaches do you recommend? How can we determine if the issue is with the test itself, the model, or the data?


Watch the full webinar here

 

Perfect Session by ​@executeautomation ,

Kudos to the team ​@PolinaKr 

 

Thanks,

Ramanan 

True Ramanan


Ramanan
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  • Ace Pilot
  • August 14, 2025

Hi ShiftSyncers đź‘‹

You ask fantastic questions during webinar Q&A sessions, and we realized the answers are helpful to the entire community. 

From now on, we’ll be sharing some of these Q&A snapshots here so everyone can benefit.

Today’s question is:

When AI tests fail, what debugging approaches do you recommend? How can we determine if the issue is with the test itself, the model, or the data?


Watch the full webinar here

 

Perfect Session by ​@executeautomation ,

Kudos to the team ​@PolinaKr 

 

Thanks,

Ramanan 

True Ramanan

🙂