Notes

What would disprove this AI research claim?

Shadab Chowdhury

An AI research report can look convincing before it contains a testable claim. It may describe an elegant architecture, cite respected papers and show a plausible example. None of those...

What would disprove this AI research claim?

Shadab Chowdhury

An AI research report can look convincing before it contains a testable claim. It may describe an elegant architecture, cite respected papers and show a plausible example. None of those...

What survives when an AI worker disappears?

Shadab Chowdhury

A useful AI workflow often outlasts the process that begins it. The worker might restart, a provider might respond late or a reviewer might return tomorrow. If the only account...

What survives when an AI worker disappears?

Shadab Chowdhury

A useful AI workflow often outlasts the process that begins it. The worker might restart, a provider might respond late or a reviewer might return tomorrow. If the only account...

A fallback is a new execution decision

Shadab Chowdhury

The first provider times out. The second provider is healthy. A routing dashboard offers a comforting answer: send the request somewhere else. For a text completion with no sensitive inputs...

A fallback is a new execution decision

Shadab Chowdhury

The first provider times out. The second provider is healthy. A routing dashboard offers a comforting answer: send the request somewhere else. For a text completion with no sensitive inputs...

Measuring the cost of a verified AI outcome

Shadab Chowdhury

An AI workflow becomes cheaper per request after a model change. The team celebrates, but users spend longer correcting its outputs, more attempts are retried, and fewer tasks finish successfully....

Measuring the cost of a verified AI outcome

Shadab Chowdhury

An AI workflow becomes cheaper per request after a model change. The team celebrates, but users spend longer correcting its outputs, more attempts are retried, and fewer tasks finish successfully....

A model catalog is not an execution guarantee

Shadab Chowdhury

A model appears in a catalog with a recognizable name, an attractive task label, and a link to documentation. A developer selects it for an application that analyzes diagrams and...

A model catalog is not an execution guarantee

Shadab Chowdhury

A model appears in a catalog with a recognizable name, an attractive task label, and a link to documentation. A developer selects it for an application that analyzes diagrams and...

Why an AI action approval should bind to the ex...

Shadab Chowdhury

An assistant prepares a message, shows it to a reviewer, and receives approval. Before sending, it refreshes the recipient from a contact record. The record has changed. The message goes...

Why an AI action approval should bind to the ex...

Shadab Chowdhury

An assistant prepares a message, shows it to a reviewer, and receives approval. Before sending, it refreshes the recipient from a contact record. The record has changed. The message goes...