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OpenAI Model 54% More Efficient for Coding Agents - AI is Now Only Stupidly Expensive

2026-07-12 Science & Technology
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Eli the Computer Guy
Eli the Computer Guy
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Spotify - https://open.spotify.com/show/1KkKuQe82tf1bW78ReQ0wM Apple Podcasts - https://podcasts.apple.com/us/podcast/eli-the-computer-guy/id1895967811 LinkedIn at - https://www.linkedin.com/in/eli-etherton-a15362211/

Top Comments (10)

@unnecoppro 2026-07-12

54% more efficient translation: Instead of falling from 80th floor you'll be falling from 40th floor, much better deal according to OpenAI

19
@robertogaleno5920 2026-07-12

The problem is diminishing returns. A nonreasoning model gives you a decent answer with just a handful of tokens. A reasoning model gives you a somewhat better answer by burning a lot more tokens. And an agent gives you a slightly better answer by setting an entire token budget on fire. The catch? Output quality grows more or less linearly, while compute and token consumption grow exponentially. So they've finally hit the wall they kept insisting didn't exist. It's called cost. Sure, with infinite compute you can achieve almost anything, just keep rolling the dice until you accidentally stumble upon the right answer. We knew that long before AI. It's called brute force, not intelligence and not AGI.

34 7 replies
@kennethyates1725 2026-07-12

Tokens are cheaper so now developers can now generate more cat photoes.

13 2 replies
@M.V.P23 2026-07-12

Damn Eli doesn't take any days off..... I love it! 😆

1
@anything4lroy 2026-07-12

if they make the service "cheaper" they are knee-capping their future profitability. it has become a self-fulfilling prophecy atp.

2
@paintdry84 2026-07-12

Well I'm glad someone is talking about it!

1
@jimmyjamminslammin 2026-07-12

You, Ed Zitron, Yann Lecun, Gary Marcus, Cal Newport, etc will all be remembered very fondly once this is all over. People who know what they are talking about and have no financial incentive to lie about AI. Those are the ones that will tell you what's really going on. These idiot investors trust these conmen CEOs. We'll see who gets the last laugh.

7 3 replies
@haulezladodo 2026-07-12

Lamborghini cheaper if you buy 10 instead of one

6 1 replies
@peterlustig6566 2026-07-13

123, remember this number, this is when elon ceases to be a trillionaire :D

1
@brianbowcutt249 2026-07-12

Good thing energy and computer components are only getting exponentially cheaper for the foreseeable future! Two inches forward for efficiency, six mile backwards for everything else.

0

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