For example, say you deal with 100 emails a day. 90 of those are pointless busy-work and 10 are meaningful. It takes you all day. Now you begin using an LLM. You still have to separate the 90 from the 10 but then have the LLM reply with the 90 and leave the 10 for yourself because they are important and you have to make sure they’re done right. It now takes you a fraction of the day, so what happens is you start taking on more and more email¹. You’re now at 300 a day, with 270 busy-work and 30 meaningful (same ratio as before). Then one day your LLM breaks (ran out of tokens; a model was retired; bad connection; your powerful local machine broke down) and now you’re flooded by email and don’t even have time to separate the bad from the good, let alone prioritise and reply. If you had instead fixed the busy-work problem, you’d have been fine.
¹ Let’s be real: Work expands to fill the allotted time (Parkinson's Law). Those selling increases in productivity always promise more free time but what always happens is more work.
Good luck trying to bring this through your typical bigco process management. Either your initiative dies, having gotten caught in a spider web of red tape, or it succeeds but now half your colleagues are angry at you to the point there's a non-zero chance of you getting beaten up, because now they have to do actual work or leave the niche they have made themselves comfortable coasting in for 20 years.
Office politics is even worse than actual politics.
Not everyone works for big corporations, and of those who do some work in departments with sensible bosses where they can make some change.
As an exaggerated example, we could also say “one way to resolve issues in a community is to gather the people involved and have them talk through their issues in a room with an experienced impartial mediator to help guide the discussion” and then have someone reply “good luck trying that at a maximum security prison where inmates are constantly confined to solitary and beaten by the officers”. Yeah, no shit. You have to adapt your solutions to your environment, but that’s no reason to dismiss a general starting concept.
It makes sense as humans that we do many things to simplify things or even eliminate them in order to save energy and avoid stress, and we should be careful to recognize a need for balance while still working towards some greater goal, purpose, or good.
Even so, much like kerning, once you are aware of it, it is painfully difficult to ignore.
Half of her organization has just a calendar filled with meetings.
And without meeting the organization would find that you only really need a third of the people, and you would even likely increase the overall output.
Many time wastes are just designed to make people busy, not productive.
This gent can Minesweep his extra free time and not tell his bosmang "I finished my day in 20 mins, what else you got?"
I appreciate your comment honestly, the
Those selling increases in productivity always promise more free time but what always happens is more work.
But the real is real, so now what? Better faster AI? Just curious, replying in good humor. Cheers.
Imagine you could get Elon to answer your emails. Is that perfectly interchangeable with any other human?