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Cambrian Explosion of AI

debarshibasak.github.io

20 points by debarshri · 24 comments

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9 threads
AmazingEveryDay

Consider the past four months of life through the filter of from?site=debarshibasak.github.io : We've gone beyond DevOps, and have suffered the Death of the Roadmap. It is acknowledged that the Easy part of building is over, and We wonder if GitHub is still needed. Many things remain unclear of course, due to the Cambrian Explosion of AI.

Disclaimer, my summary is human generated

combilabs

Several weeks ago, we published a more substantive article using this very same analogy:

https://www.linkedin.com/pulse/announcing-universal-mathemat...

The article describes a unifying mathematical framework for representing neural network architectures. It can be used to describe existing ones, like transformers and convolution, but can also be used to generate entirely novel ones. As part of our research, we generated several thousand new architectures, some of which show remarkable properties. The corresponding research paper is up on arXiv:

https://arxiv.org/abs/2605.04325

pvaldes

As AI is used to do analysis, why not Cambridgian Analytical Explosion?. Is a boundary much more clear in the Antropocene stratification, marking the start of the Robozoic.

tim333

>we know what triggered this Cambrian explosion: GPT

I'm not sure it was that so much as the exponential improvement in hardware over many decades reaching roughly human equivalent levels.

I mean check out Moravec's 1997 paper predicting things will get funky in the mid 2020s long before anyone had thought of GPTs https://www.jetpress.org/volume1/moravec.htm

bronlund

Gemini has to be the Opabinia of the AI explosion then? :)

  • scared_together

    Open source models: trilobites

    ChatGPT: Hallucigenia

    Claude: Haikouichthys

    ????: Anomalocaris

    Hand-written code: Ediacaran biota :(

dev213

Ugh, I am so tired of people drawing a comparison between large language models and life. They’re so different they’re not even comparable.

  • debarshriOP

    I respect your perspective.

    Everyone is trying to build a POV on agents, AI and LLM, how it is going impact everyone and indivually. I believe, lack of any baseline for a tech shift like this, people to draw references from theories and anecdotes to build their understanding. Thats all what I am doing.

    • butlike

      I imagine the change from oil lamps to electricity was a similar paradigm shift. What do you mean one company controls if I can or can't light my home?

9583sG

Is a beige background now mandatory for the AI cult?

This is just the daily agitprop to keep people going.

  • debarshriOP

    The blog is not AI generated. I typed it out. The website yes. The goal was to keep it clean, I didnt care about what color it was. But then you are seeing it in daytime. It also has a night mode.

thelastgallon

Cambrian Explosion of AI Slop

paramahans

This term "Cambrian explosion of AI" was used by Jenseng Huang of Nvidia and the author could have atleast credited this to Jenseng or mentioned something about his talks or speeches

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