Quantum Computing’s Impact on Algorithmic Complexity

Communications of the ACM

The origin of the eukaryotic cell corresponded to the most significant increase in #complexity in the history of #life's evolution on Earth.

The billions of years that have passed since the fusion of an #archaea and a #bacteria have resulted in a lack of evolutionary intermediates in the phylogenetic tree until the emergence of the #eukaryotes.

Now researchers present theoretical and observational evidence that a phase transition in genetic complexity was involved.

https://phys.org/news/2025-04-evolutionary-algorithmic-phase-transition-billion.html

An evolutionary algorithmic phase transition 2.6 billion years ago may have sparked the emergence of eukaryotic cells

An international collaboration between four scientists from Mainz, Valencia, Madrid, and Zurich has published new research in the Proceedings of the National Academy of Sciences, shedding light on the most significant increase in complexity in the history of life's evolution on Earth: the origin of the eukaryotic cell.

Phys.org

Simplicity is prerequisite for reliability.

— E. W. Dijkstra

#complexity

😂 Ah, the age-old tale of the brave #warrior who dared to host Sentry—only to be vanquished by its complexity! ⚔️ Turns out self-hosting isn't a walk in the park, but hey, at least it provided endless entertainment for coworkers and a decent #story for the blog. 📉
https://www.bugsink.com/blog/why-i-gave-up-on-self-hosted-sentry/ #Sentry #SelfHosting #Complexity #Humor #HackerNews #ngated
Why I gave up on self-hosted Sentry

Discover why I gave up on self-hosting Sentry before even starting. The high hardware needs, tricky setup, and heavy maintenance made it not worth the trouble.

Estuarine Framework - Dave Snowden's concept for acting in complex environments, Tue, May 6, 2025, 7:00 PM | Meetup

**Do you find yourself navigating complex situations where clear solutions are elusive?** Join us for an engaging and insightful workshop on **Estuarine Mapping**, a cuttin

Meetup

The Evolution of Biological Information: How Evolution Creates Complexity, From Viruses to Brains by Christoph Adams, 2024

Why information is the unifying principle that allows us to understand the evolution of complexity in nature. More than 150 years after Darwin’s revolutionary On the Origin of Species, we are still attempting to understand and explain the amazing complexity of life.

@bookstodon
#books
#nonfiction
#biology
#evolution
#information
#complexity

🎲📉 Oh look, another "expert" who thinks they've cracked the code on making #MCMC magically simple, as if the problem was just too much #jargon and not, you know, actual #complexity. 😏 Apparently, the secret sauce is to ignore decades of mathematical rigor, and voilà, the Monte Carlo becomes a walk in the park! 🍸🤡
https://www.jeremykun.com/2015/04/06/markov-chain-monte-carlo-without-all-the-bullshit/ #MonteCarlo #Simplified #ExpertCritique #HackerNews #ngated
Markov Chain Monte Carlo Without all the Bullshit

I have a little secret: I don’t like the terminology, notation, and style of writing in statistics. I find it unnecessarily complicated. This shows up when trying to read about Markov Chain Monte Carlo methods. Take, for example, the abstract to the Markov Chain Monte Carlo article in the Encyclopedia of Biostatistics. Markov chain Monte Carlo (MCMC) is a technique for estimating by simulation the expectation of a statistic in a complex model.

Math ∩ Programming

The function of good software is to make the complex appear to be simple.

— Grady Booch

#complexity

🎉🎩 Congrats! You've mastered #the ancient art of #reinventing the #wheel by adding one unnecessary layer of #complexity to your #database connection 🎉. Because what could be more fun than #debugging #network #proxies in your spare time? 🤦‍♂️🙃
https://pgdog.dev/blog/hacking-postgres-wire-protocol #software #development #HackerNews #ngated
Hacking the Postgres wire protocol

PgDog