David Weinstein ⋈

Chaos is the source of all potential. It's within the unknown, the unstructured, and the unexamined that the seeds of innovation and evolution are found... but chaos often feels overwhelming and unmanageable, as we are bombarded by endless noise, floods of information, and fragmented tools. - Fragmentation steals our focus -- tools and systems silo our thoughts and workflows, breaking them into disconnected fragments that are hard to unify. - Complexity paralyses us -- the sheer volume of information and choices leaves us overwhelmed and disengaged. - Rigidity stifles creativity -- traditional tools force us to conform to predefined structures, limiting exploration and suppressing our unique ideas. Too many leaders, creators, and those with incredible potential find themselves burned out, stuck, or on the verge of giving up. Their visions fade, their energy wanes, and the world is worse off for it. The heart of the challenge is not about minimising chaos, it’s about learning how to navigate it more effectively. - Chaos is not the absence of order -- it is the presence of possibility. - Complexity is not a problem -- it is the gateway to new discoveries. - The unknown is not something to fear -- it is an opportunity to grow. What if there was something for those who refuse to accept a world defined by stagnation, for those who want to rise above it, for those who want to explore what's possible and create something new.

@BackTheBunny Such good work 🙏 one of your best essays (amongst many many amazing essays!)

@dw_stein appreciate you reading my good man. link to essay for those interested: x.com/BackTheBunny/s…

“The mediocre see it encroaching on mediocrity. The exceptional notice it being exceptional. The incurious see a defective calculator. The neurotic see a threat. The curious see possibilities. The industrious see applications. The uncreative see a search engine.” - @BackTheBunny

An entire economy built on Kegan level 4 doesn’t make as much sense when rational intelligence is essentially free and comoditized

It’s never been more valuable to cultivate relationships, exploring the implicit (before its made explicit), and remembering how to actually learn

As infinite new models, agents, features, etc. come out every day, we’re radically increasing the amount of potential in the world, which is far outpacing its actualization This potential can be generalized as “product” and the actualization as “service” But economic value flows not to either pole in isolation, rather to the ever evolving gap between the two It’s never been easier to build products or provide services (eg both are abundant) but it’s never been harder (or more valuable) to effectively do both as doing both means emphasizing the relationship between them (which is always tacit, eg “human”) despite the rapid speed of change

The “age of AI” really is just as much the “age of humanity” - we’ll look back and see the most distinguishing thing about this time was less “AI takes over” and more “we finally split mechanism from life” Forever we’ve built ourselves to be like machines, and we were the best machines for the longest time, but clearly not anymore Might as well double down on what we actually are best at

"The companies that win won't have the best models — models are commoditizing. They'll have the best context architectures. structured, traversable, self-improving knowledge graphs that make every agent session compound on the last"

Yeah this is amazing. One shots perfectly and captures the essence of what we're building We design adaptive context layers (eg world models) for organizations - feel free to reach out! - kayos.ai -

Pretty obvious but the only moat is your feedback loop. OODA loops all the way down

if your "life's work" can be replaced by next token prediction and a markdown file, you should probably reflect on what you're actually spending your time on most of the legible world can be, the question is what you're doing with the parts that can't

the ego is a function of language, which is basically what AI models are too, pattern completion on the surface of something deeper neither is the human essence as such, which is prior to language, prior to the word, the thing that both ego and models are downstream of "in the beginning was the word" isn't saying language came first, it's saying the capacity to differentiate (ie to name, to cut the continuous into the discrete) is the generative principle, and both human ego and AI are parellel instances of that principle, neither are the source of it

In the age of AI it's the human that matters more, not less, because as AI mass produces the technic (eg capability, execution), what differentiates is everything else. Like the felt sense, the why before the prompt and the meaning after the output. Basically the territory that resists legibility into maps What can be seen will have decreasingly less value, since value will increasingly live in whats hidden. The esoteric holds more as the exoteric decays with entropy Whatever is fully legible gets fully consumed, and what persists is what can only be transmitted obliquely, through sustained relationship with something specific (not through scale or anything general) Context is what life actually is. Life isn't the mechanistic determinism we confuse it for. The former is a beautiful web of pattern and connection, and the latter is an emtpy linear chain of cause and effect. The systems that matter are the ones that metabolize (ie digest their own experience into understanding), and that which accumulates across time instead of resetting constantly This difference between accumulation and retrieval is everything that matters and the feedback loops between them Coherence is life affirming, where we're coming together for the sake of novelty, not optimized outcomes. Because if it's the latter, then you're pursuing your own death, while the former is like the moment of conception. what happens next can't ever be foreseen. The future is oscillating between total control and total collapse, both getting stronger, and the path between them requires something closer to stewardship than optimization (eg people who accept responsibility for what emerges without needing to control it) Vitality is defined by network effects and feedback loops, both innternal and external, which is how something actually learns and adapts, and which is exactly what's needed now

@JulienBek any human driven domain (eg commerce, logistics, hospitality, agencies).. we’re generalists and believe cross domain patterns are most valuable, so we’re taking a network approach where each of our partners benefit the whole

@dw_stein Interesting, what’s the vertical for Kayos?

“If you sell the tool, you’re in a race against the model. But if you sell the work, every improvement in the model makes your service faster, cheaper, and harder to compete with.” - kayos.ai -

game theory is having a moment because everyone thinks it means calculating optimal moves. that's not what it means. the interesting part of game theory is everything it has to assume away to work.

the whole is always being pulled by something more integrated than itself. not pushed by the past, pulled by coherence that hasn't arrived yet. people call this order but it's the opposite. order looks backwards. this looks forward.