Point taken. I don't know enough to comment on that.

On Fri, 29 May 2026, 15:34 swkane, <[email protected]> wrote:

> With current LLM tech, yes, that appears to be the case. But maybe that's
> only because no one yet has figured out how to get LLMs to self improve
> without human AI researchers. And yes, LLM tech is at saturation. What do
> you do training wise after consuming all published works plus the public
> web?
>
> That wasn't my point though. My point was that only a fraction of
> computing (AI, brute force search etc.) is devoted to improving AI or
> computing hardware (the recursive self improvement that underpins a
> computronium abyss). I'm pretty sure, for example, OpenAI's GPUs are being
> used more to generate cute cat pictures than to improve OpenAI's models.
>
>
> On Fri, May 29, 2026, 02:14 Quan Tesla <[email protected]> wrote:
>
>> If you're saying how, at this rate, AI cannot become more intelligent
>> than the sum of the human-produced data it bases the development of its
>> intelligence on, then I'll agree.
>>
>> A likely prediction might be: AI would soon reach the saturation point of
>> its architectural intelligence.
>>
>> On Fri, 29 May 2026, 07:29 swkane, <[email protected]> wrote:
>>
>>> I realized I didn't make a prediction. While it seems that the Earth and
>>> human civilization is on the trajectory of a computronium abyss, there is a
>>> critical point. Most computing today revolves around catering to human
>>> attention, not improving computing substrates or predictive algorithms. So
>>> the Dual Search that is central to an abyss is currently quite weak, but it
>>> trundles on as a relatively small percentage of computing capacity is
>>> devoted to it (e.g. CPU and other hardware research).
>>>
>>> The critical point is when most or close to all computing capacity goes
>>> into the Dual Search. And whether that happens here on Earth ever hinges on
>>> a number of things:
>>>
>>> Is the Dual Search a strong enough attractor for a super intelligence?
>>> Or will an ASI do something else like maybe just shrink down to a much
>>> smaller scale?
>>>
>>> Do humans go extinct before an ASI is launched and gets to the point of
>>> devoting compute capacity to Dual Search?
>>>
>>> Will proposals to launch the Dual Search on a large scale get shot down
>>> because it would be detectable by other civilizations, which could threaten
>>> humans and Earth?
>>>
>>> So, unfortunately, I have no predictions per say, just more questions.
>>>
>>> On Thu, May 28, 2026, 10:06 Matt Mahoney <[email protected]>
>>> wrote:
>>>
>>>>
>>>> On Wed, May 27, 2026, 11:23 AM Quan Tesla <[email protected]> wrote:
>>>>
>>>>> Abiogenesis is rare, but not improbable. All is relative. Suppose
>>>>> quantum energy propagated at a factor of 1.8, where is the real potential
>>>>> limit? At quaternion furcation? This sum scales beyond supermassive
>>>>> calculations to observable infinity.
>>>>>
>>>>
>>>> I don't understand what you mean. A group in Cambridge this February
>>>> evolved a self replicating 45 nucleotide RNA strand called QT45 in a bath
>>>> of activated trinucleotide triphosphate (RNA triples) in mildly alkaline
>>>> eutectic ice, replicating both itself and its complement with 94% fidelity
>>>> and 2.1% yield in 72 days.
>>>> https://www.science.org/doi/10.1126/science.adt2760
>>>>
>>>> This is the critical step in abiogenesis, going from non-life to the
>>>> simplest form of life. The raw ingredients including nucleotides and simple
>>>> sugars are produced from lightning and ultraviolet light from Earth's early
>>>> atmosphere of hydrogen, methane, ammonia, and carbon dioxide, and also have
>>>> been found in meteorites.
>>>> https://en.wikipedia.org/wiki/Abiogenesis
>>>>
>>>> Obviously the rate of abiogenesis is going to be much lower in a soup
>>>> of thousands of random chemicals, including both left and right hand
>>>> versions of chiral molecules that don't appear in biologically derived
>>>> organisms. But if we can calculate the yield, then we will have a good idea
>>>> of the size of the universe beyond the event horizon and the bit complexity
>>>> of the program that describes it.
>>>>
>>>> -- Matt Mahoney, [email protected]
>>>>
>>>>
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