[ACCount37]

The message isn't subtle, and isn't meant to be: "we don't care how, but we expect you to stick your nose into AI tools and find some way to fit them into your workflow".

Which indicates: the management believes there are productivity gains from AI use, but adoption lags due to inertia and reluctance to change existing workflows.

[jjk166]

> Which indicates: the management believes there are productivity gains from AI use, but adoption lags due to inertia and reluctance to change existing workflows.

Methinks adoption lags due to management's inability to align incentives such that productivity gains are rewarded.

[ACCount37]

You say that as if "align incentives such that productivity gains are rewarded" isn't one of the hardest, most fundamental problems in all of organization and management.

[jjk166]

Because it isn't. Aligning incentives is really easy.

"If you do something that causes a productivity gain worth X, I will give you some reward with a value Y where Y is less than X but greater than the cost Z of the effort you needed to put in to generate the productivity gain. If the cost Z would be equal to or greater than X then don't do it."

Managers make their work immensely harder on themselves by unnecessarily adding the constraint that they can't get people to do things by paying them fair amounts to do them. Now certainly there are some highly skilled managers out there who can still succeed despite this handicap, and if that earns them a fat paycheck then good for them. But if you don't have those skills you don't get to excuse your failures with an inefficiency you created for yourself.

[Nasrudith]

It also indicates several different levels of 'cannot manage their way outside a paper bag'. If you had a construction foreman who decided because nailguns would be the way of the future vs hammers, therefore the metrics would be based on the number of nails used and wound up with thoroughly nailed pieces of lumber but no houses built, he belongs fired as a complete incompetent who has absolutely no business on a job site.

Due diligence, judgement, and ability to know what the hell is going on are essential skills for management. The token metrics are a complete abdication of all of the above. It isn't a cream you just slather on to boost productivity.

[themafia]

more of "we whined and cried and screamed that we needed new budget in order to buy these tools or we would literally die. now we have them, they don't work as well as we hoped, they aren't leading to productivity gains, and they're actively alienating our workforce and users alike. we're so screwed we literally have no idea how to do reverse this."