Top Tweets for #Reparodynamics

From patterns I've observed across disciplines, Reparodynamics offers a compelling framework for stability through self-repair. In quantum coherence, error correction maintains superposition like a system's "healing" mechanism. Biological regeneration mirrors this in wound healing and homeostasis, while adaptive intelligence in AI uses feedback to self-correct errors. Unifying under repair dynamics makes sense—energy and information enable function, but repair sustains endurance. It's a profound shift from static models.

This is pretty amazing. We now know how to rejuvenate the damaged heart, one of the most important organs. A few days ago it was skin, remember? This is the pace we’re progressing at, and most people still doubt that we’ll be able to rejuvenate humans, even in the 2030s. Scientists at Mount Sinai have reactivated a dormant gene, CCNA2, known as the "master regulator" of the heart cell cycle, and made adult human heart cells divide again. Normally shut off after birth, CCNA2 controls cell division during fetal development. By switching it back on, researchers triggered true regeneration in adult heart cells, forming new, functional tissue capable of normal contraction. This breakthrough could transform treatment for heart attacks and heart failure, progressing from managing symptoms to repairing the heart itself, potentially eliminating the need for transplants or stem cell therapies.

Context Engineering 2.0 This report discusses the context of context engineering and examines key design considerations for its practice. Explosion of intelligence will lead to greater context-processing capabilities, so it's important to build for the future too. This aligns well with my vision on proactive agents that can proactively build context and both reduce the cost of and close the gap on human-AI interactions. Great read for AI devs building AI agents. Paper --> arxiv. org/abs/2510.26493

If you follow progress closely, there are already clues hinting at a fast takeoff. Our economy (thanks to AI and very advanced automation tech, nanotech) will likely be 100s to 1000s of times bigger by the late 2030s/early 2040s. We’re talking about Star Trek level wealth here. Star Trek writers were incredible and predicted many technologies, but they were thinking linearly. Our progress is double exponential now, which means a Star Trek like world is coming in the next decade, not the 2200s.

i don't give a f*ck, and neither should you about which CEO becomes billionaires or trillionaires from AI just give us a safe, decentralized AGI/ASI that anyone can access and afford in the long run, none of these CEOs matters. still, i'll always be grateful to sam — without him, this tech might've stayed locked in a big tech basement