that is a strange one. Charitably, he might just mean that not only focus on renewables we should use accelerate the use of fossil fuels as well as renewables like what China is doing.
Good to hear opinion like yours, I am of the same opinion. I use AI in the same way as you describe.
Now I understand the meaning of the famous opening sentence of the 1859 novel A Tale of Two Cities by Charles Dickens:
“It was the best of times, it was the worst of times, it was the age of wisdom, it was the age of foolishness, it was the epoch of belief, it was the epoch of incredulity, it was the season of light, it was the season of darkness, it was the spring of hope, it was the winter of despair.”
I swish xylitol crystal after each meal for five minutes and then spit out. I no longer have plague on my lower bottom teeth, a problem area for most people. I like the fresh minty feel afterward as well. Wish I had learn about this earlier.
More than one reply to my original comment is along the lines of "but humans cannot read/understand machine code effectively". Perhaps instead of starting my comment with "If we're not writing code by hand anymore anyway", I should have said "writing or reading", but it was implied.
1. The default outcome: fewer people, same output (at first)
When productivity jumps (e.g., 5–6 devs can now do what 10 used to), most companies do not immediately ship 10% more or make things 10% better.
Instead, they usually:
Freeze or slow hiring
Backfill less when people leave
Quietly reduce team size over time
This happens because:
Output targets were already “good enough”
Budgets are set annually, not dynamically
Management rewards predictability more than ambition
So the first-order effect is cost savings, not reinvestment.
Productivity gains are initially absorbed as efficiency, not expansion.
2. The second-order effect: same headcount, more scope (but hidden)
In teams that don’t shrink, the extra capacity usually goes into things that were previously underfunded:
So yes, the product often becomes “better,” but in invisible ways.
3. Rare but real: more stuff, faster iteration
Some companies do choose to build more—but only when growth pressure is high.
This is common when:
The company is early-stage or mid-scale
Market share matters more than margin
Leadership is product- or founder-led
There’s a clear backlog of revenue-linked features
In these cases, productivity gains translate into:
Faster shipping cadence
More experiments
Shorter time-to-market
But this requires strong alignment. Without it, extra capacity just diffuses.
4. Why “10% more” almost never happens cleanly
The premise sounds linear, but software work isn’t.
Reasons:
Coordination, reviews, and decision-making still bottleneck
Roadmaps are constrained by product strategy, not dev hours
Sales, design, legal, and operations don’t scale at the same rate
So instead of:
“We build 10% more”
You get:
“We missed fewer deadlines”
“That migration finally happened”
“The system breaks less often”
These matter—but they’re not headline-grabbing.
5. The long-run macro pattern
Over time, across the industry:
Individual teams → shrink or hold steady
Companies → maintain output with fewer engineers
Industry as a whole → builds far more software than before
This is the classic productivity paradox:
Local gains → cost control
Global gains → explosion of software everywhere
Think:
More apps, not bigger teams
More features, not more people
More companies, not fatter ones
6. The uncomfortable truth
If productivity improves and:
Demand is flat
Competition isn’t forcing differentiation
Leadership incentives favor cost control
Then yes—companies are content to build the same amount with fewer people.
Not because they’re lazy, but because:
Efficiency is easier to measure than ambition
Savings are safer than bets
Headcount reductions show up cleanly on financials
ha ha, this is the response from Microsoft Copolit when I asked:
If 5 or 6 software developers can do the work of 10, do companies choose to build 10% more stuff? Do they make their existing stuff 10% better? Or are they content to continue building the same amount with 10% fewer people?
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