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Vicki Boykis Site
embeddingsdimensiondiminishing
The the words it uses that this site has seen least often elsewhere. Posts are matched on those words alone — nothing here is a summary of this one.
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16 September
8 September
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Their words
We are at a point metallurgically where video games were at the start of the last console generation-upgrades aren't necessarily noticeable based on specs alone. And noticeable improvements require a huge increase in resources.
7 September
6 September
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korrents.com
Chain-of-thought monitoring is getting less reliable, not more, as models grow more capable.Their words
However, unfortunately our evaluations indicate our ability to rely on CoT monitoring is progressively diminishing.
9 August
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korrents.com
New technologies raise the ceiling for skilled practitioners instead of diminishing them.Their words
What actually happened each time a new technology was introduced is that the ceiling went higher.
18 July
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korrents.com
Pushing an LLM's reasoning budget higher eventually yields diminishing returns and becomes uneconomical.Their words
This saturation can be seen more clearly for the GPT 5.6 Sol model, which also shows that increasing reasoning budgets can become uneconomical at some point.
Controlling Reasoning Effort in LLMsmagazine.sebastianraschka.com
21 June
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korrents.com
Generative AI systems have no built-in drive toward truth and accuracy, unlike people or institutions.Their words
Generative AI has no internal, designed momentum towards truth and accuracy (beyond the absurdly diminishing returns of energy-hungry multi-layered LLMs), but a person or an institution can (and should).
4 June
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Their words
So, what you need is that basically demand to be bounded, like a hard bound, not even like a soft sort of like diminishing sensitivity. You need for them to eventually say, "I've had enough. I don't want to spend any more money." And for that money to not enter as investment.
7 April
From one piece Michael Nielsen – Why aliens will have a different tech stack than us 2 beliefs, in the piece's order there
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Their words
if somebody, you know, is standing behind the dessert table and is replenishing, restocking the desserts and keeps kind of you know, adding adding new ones in, it may turn out that you know, a little bit later a much better desserts appear.
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Their words
If you're not changing it, if there's some kind of stagnation there, if you're not changing those external sort of circumstances, yes, like you may start to get sort of diminishing returns again. But that doesn't mean there's anything intrinsic about the situation.
8 February
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korrents.com
Local AI models will eventually catch up to frontier models once frontier progress hits diminishing returns.Their words
At some point frontier models will face diminishing returns, local models will catch up, and we will be done being beholden to frontier models.
25 November 2025
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Their words
I think I think there'll definitely be there'll be diminishing returns because you want you want people who think differently rather than the same. I think that if they were literal copies of me, I'm not sure how much more incremental value you'd get.
17 July 2025
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