@overlappingbrock: Anthropic studied what AI is doing to work inside its own company. By August, interactive AI agents were working roughly 6 hours for every 1 employee hour and output was increasing. But that creates a new problem: humans can’t review everything the AI can produce. I think that means the constraint on work is starting to move. The question isn’t only how fast can we produce? It’s increasingly: What deserves human attention? Where does judgment matter? And how do we design work around that? You don’t have to outsource your thinking to AI. But we may have to get much better at deciding where our thinking belongs. #anthropic #aiatwork #futureofwork #aiagents #workdesign

Brock Hart | Relational AI
Brock Hart | Relational AI
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Wednesday 21 October 2026 15:29:07 GMT
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ben_smidt
BenSmidt :
Just have AI read the 3 books so you can trust the output a
2026-10-29 00:26:00
0
ms_adonna_
Adonna :
AI talks too much tbh. It's way too wordy. Too many blank lines. It's not concise enough to be efficient.
2026-10-22 00:49:18
130
beanz9995
Beanz999 :
Just use AI to review AI and tell it to make no mistakes
2026-10-22 01:28:48
9
wewalkcreate
WeWalk :
never review
2026-10-28 19:02:55
0
emo.millenial
Emo Millennial :
AND you still absolutely need humans in the loop. nothing AI produces is ready on v1.
2026-10-23 02:36:06
9
rodos_andr
Ροδάμανθος Ανδρουλάκης :
you need to hire more people to review
2026-10-28 17:26:49
3
djhead73
djhead73 :
My car can go at 150 MPH, I'm holding it back.
2026-10-28 19:33:56
2
hookmacook
Moneymaxxer :
Required human judgment is already on a exponential downward trend. 3 years ago I had to double check a simple class refactor. Today I can let it own a feature. I am confident it will take over all development and digital operations within next 3 years and hopefully help me retire soon after 👍🏼
2026-10-21 20:14:07
8
intergalactic.ste
intergalactic steamliner :
It’s wrong more than it’s right, and it takes me longer to edit its work than if I had just written it myself to begin with.
2026-10-23 20:28:50
1
danbrisco
Vintorzaleris :
what? the thing studied itself and and reported back that it's better then everyone else? wow!
2026-10-22 14:07:04
7
joelyon823
Sentinel :
faster, quantity, and capable is not the same as quality, proper judgement and business ready. AI still spits a lot of errors. Plus, I wouldn't trust my data or clients data to it, anytime soon. PHP sites hack? what?
2026-10-22 12:53:27
3
cateyefairy
Nat Cat Eye :
Wow 😳😳😳 that's important. This Is how we slow down AI
2026-10-21 20:28:45
5
user4423472714366
user4423472714366 :
yeah, and a neverending review cycle of code nobody understands end to end, and thus cannot succinctly explain to a reviewer is exhausting. we're going to see some brutal burnout on these cycles if we dont figure out how to bridge that gap
2026-10-23 02:46:31
3
ctok86
Chris :
Reading three books to verify AI content is irrelevant if AI was involved in any part of the production of the books. We are setting ourselves up to exist in a world where verification by a human agent is no longer even possible, putting aside the question of whether it will be relevant
2026-10-22 08:19:22
3
mrsanchez303
mrsanchez303 :
The technology is incredibly powerful, but you still need to know what you’re asking for. You need the knowledge and experience to understand how something works, what you want to create, and how you envision it functioning. Without a foundation built through real-world experience, education, reading, and years of learning, you’re only scratching the surface of what AI can do. AI is a tool, but your knowledge, experience, and vision are what unlock its true potential.
2026-10-22 00:54:32
2
scott.jennifers.v
Scott (Jennifer’s Version) :
Feeling this daily. But it’s a new type of slop. We can generate much more now, but it doesn’t make it good when it’s based on what we know. So we’re creating automated curation, but that’s also based on precedent. Can’t judge new if we only make our own versions of what already exists. We’ll soon realize we way overindexed on sameness, and that’s when the real innovation comes for regular everyday humans with AI.
2026-10-22 01:46:16
2
algo.snack
Birb. 🦜 :
Yeah because when an AI gives a “summary” it’s like a 6 paragraph essay. They cannot shut up 😂
2026-10-22 06:29:55
1
ashlibaldwin
Ashli :
Yeah my buddy says the only way he can move faster is if he can read faster
2026-10-22 01:30:04
3
bijonkijank
bijonkijank :
At the end of the day, nothing gets made without human labor, no matter how much of the process is automated
2026-10-22 02:58:28
1
amackintosh
amackintosh 🇨🇦 :
Don’t forget this is only temporary. It won’t be long before we don’t even review it anymore
2026-10-21 23:51:08
1
tooba_the_hutt
tooba_the_hutt :
Number of agents does not mean they are producing more than humans can review. It means they’re getting projects done faster. Very different.
2026-10-23 21:08:44
0
mj4ever001
Mustapha :
I had exactly this issue today, a colleague started pumping out PRs with hundreds lines of code, and got mad that they took too long to review!
2026-10-28 17:50:21
0
theeternalbruh
TheEternalBruh :
If it’s making too much work, have it spend some % of its tokens on making explainer diagrams, slides, videos, interactive walkthroughs. Make it make reviewing easier
2026-10-27 21:21:07
0
imagileconsulting
Imagile :
We should design work to have agents prove their work to humans; having it code a feature is one thing, but presenting evidence and test harnesses to show it, optimize PRs for human review, will make it even faster - if human attention is the bottleneck.
2026-10-24 17:26:31
0
jr_tx_rogue
J.R. :
LLMs don't need to be perfect, I think people are not bringing that point up. What process they need that matters is fast recovery of an issue occurs.
2026-10-27 11:52:28
0
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