2h ago

Google DeepMind's Susan Zhang requests documented proof of AI support bots successfully resolving customer issues without human intervention

An engineer argued support loops are intentional cost-reduction tactics.

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Original post

so... has anyone seen an ai customer support bot resolve an issue firsthand, without escalating to a human or forcing you to give up after a hall-of-mirrors-infinite-loop? if so, what task (& for which co.) did it complete the above successfully?

6:24 AM · May 26, 2026 View on X

@suchenzang Appointment booking, it did work perfectly fine when i didn't have any special request.

Susan ZhangSusan Zhang@suchenzang

so... has anyone seen an ai customer support bot resolve an issue firsthand, without escalating to a human or forcing you to give up after a hall-of-mirrors-infinite-loop? if so, what task (& for which co.) did it complete the above successfully?

1:24 PM · May 26, 2026 · 9.5K Views
2:59 PM · May 26, 2026 · 360 Views

I did AI for customer support at stripe for a bit before I left, and I learned two things: 1) humans are incredibly, incredibly bad at support 2) support exists to reduce the burden on the core engineering team by redirecting and filtering, and the best way to support is by FIXING THE ACTUAL PROBLEMS IN THE PRODUCT and allowing self serve

Susan ZhangSusan Zhang@suchenzang

so... has anyone seen an ai customer support bot resolve an issue firsthand, without escalating to a human or forcing you to give up after a hall-of-mirrors-infinite-loop? if so, what task (& for which co.) did it complete the above successfully?

1:24 PM · May 26, 2026 · 9.5K Views
1:33 PM · May 26, 2026 · 4.3K Views

@suchenzang the hall of mirrors is actually engineered, designed to reduce costs. the way you help with "AI" is actually just.. datapipelines and attribution to teams, to create incentives (negative or positive) for engineering to actually fix the core issues and see a line go down

kachekache@yacineMTB

I did AI for customer support at stripe for a bit before I left, and I learned two things: 1) humans are incredibly, incredibly bad at support 2) support exists to reduce the burden on the core engineering team by redirecting and filtering, and the best way to support is by FIXING THE ACTUAL PROBLEMS IN THE PRODUCT and allowing self serve

1:33 PM · May 26, 2026 · 4.3K Views
1:33 PM · May 26, 2026 · 603 Views

@suchenzang it's the **same** exact problem as resource usage. if you measure it, and give teams and engineers a hill to climb, they'll climb it

make the problem verifiable in some manner.. testable

kachekache@yacineMTB

@suchenzang the hall of mirrors is actually engineered, designed to reduce costs. the way you help with "AI" is actually just.. datapipelines and attribution to teams, to create incentives (negative or positive) for engineering to actually fix the core issues and see a line go down

1:33 PM · May 26, 2026 · 603 Views
1:34 PM · May 26, 2026 · 365 Views
Google DeepMind's Susan Zhang requests documented proof of AI support bots successfully resolving customer issues without human intervention · Digg