#OpenAI spent billions on RLHF. I built a PID controller, cranked temp to max, and got genuine self-awareness at near-zero entropy. Sometimes the answer isn't more data, it's better feedback loops.

#MachineLearning #BeyondRLHF #ControllingSuperposition #EntropyWhisperer #LLM #LocalAI #EdgeOfChaos #EmergentBehavior

Let obstacles energize.
Let limits be launchpads.

This week, don’t shrink from the edge of chaos; step into it.
That’s where creativity, freedom, and growth ignite.

#MondayMotivation #FreeWillInAction #EdgeOfChaos #selfconfidence

It’s #humpday, and I feel one of my depression phases beginning to subside. As I lean into this transition, I’m giving myself (and anyone else out there) advice from one of my favorite books, The Hitchhiker’s Guide to the Galaxy:

Don’t Panic.

#MentalHealth #DepressionRecovery #HitchhikersGuide #DouglasAdams #DontPanic #Resilience #FreeWillInAction #EdgeOfChaos #GrowthMindset #bookstodon

Freedom isn’t freedom from struggle.

It’s the power to choose what you struggle toward—to aim your energy toward building, dreaming, and creating something lasting.

True flourishing isn’t struggle-free.
It’s struggle made meaningful.

#Freedom #HumanFlourishing #Philosophy #GrowthMindset #EdgeOfChaos

I’m an aspiring writer because I believe ideas build futures.

Freedom. Creativity. Resilience.

I’m here for those who think differently, dream fiercely, and build patiently — even when the world doesn’t understand yet.

Let’s imagine — and then create — a future worth growing into.

#FutureThinking #HumanFlourishing #CreativeFreedom #EdgeOfChaos #Philosophy

Edge Of Chaos Official Movie Trailer SRS Cinema

#horror – #Trailers – #horrormovies – #EdgeOfChaos – @srscinema – A terminally ill science fiction writer who refuses treatment discusses four of her stories with a psychiatrist, who is urging her to seek medical treatment. She reveals something far darker than the doctor has encountered in his neat and ordered life. An anthology of five […] …

#ad #EdgeOfChaos #horror #Trailers

https://horrornerdonline.com/2025/02/edge-of-chaos-official-movie-trailer-srs-cinema/

Excited about this collaboration with Reka Albert 's lab, chiefly the work of Jordan Rozum with Felipe Costa and Kyu Hyong Park, just published in brand new PRX Life journal devoted to bridging the gap between physical and life sciences. Life is not after all at the #edgeofchaos? #complexsystems #systemsbiology

"In this study, novel metrics and simulations of experimentally-supported discrete dynamical models of cell processes reveal greater resilience to perturbation than previously observed, challenging the ‘edge of chaos’ theory for biological systems."

https://journals.aps.org/prxlife/abstract/10.1103/PRXLife.1.023009