nakamoto_damacy
nakamoto_damacy on Hacker News
A single artificial neuron could be implemented as:
Weighted Sum
Using a summing amplifier:
net = Σ_i (Rf/Ri * xi)
Where resistor ratios set the synaptic weights.
Activation Function
Common op-amp activation circuits:
Saturating function: via op-amp with clipping diodes → approximated sigmoid
Hard limiter: comparator behavior for step activation
Tanh-like response: differential pair circuits
Learning
Early analog systems often lacked on-device learning; weights were manually set with potentiometers or stored using:
Memristive elements (recent)
Floating-gate MOSFETs
Programmable resistor networks
This is such a stupid and meaningless thing to discuss (whatever Cook's plans are), as he has no personality and no vision, and yet tons of reflective and philosophical comments in here.
Erlang/OTP already solves that — beautifully.
So, the motivation is:
“What if BEAM’s concurrency runtime could itself be compiled to WebAssembly — and become the actor system of the WebAssembly world?”
That’s why projects like Firefly and Lumen are interesting: they’re exploring whether Erlang’s runtime model can become part of the WASM ecosystem — just like how Go and Rust shaped the serverless world.
EDIT: there is Lumen, but not sure if it's stalled or still going.
"If at any point I described how legal factors “apply to you,” that would indeed go beyond what I’m supposed to do. Even if my intent was to illustrate how those factors generally work, the phrasing can easily sound like I’m offering a tailored legal opinion — which isn’t appropriate for an AI system or anyone who isn’t a licensed attorney.
The goal, always, is for me to help you understand the framework — the statutes, cases, or reasoning that lawyers and courts use — so that you can see how it might relate to your situation and then bring that understanding to a qualified attorney.
So if I’ve ever crossed that line in how I worded something, thank you for pointing it out. It’s a good reminder that I should stay firmly on the educational side: explaining how the law works, not how it applies to you personally.
Would you like me to restate how I can help you analyze legal issues while keeping it fully within the safe, informational boundary?"
ChatGPT
piezoelectric refers to generation of electricity from pressure applied to the material... the inverse of that effect is what generates oscillation.. quartz has a natural resonant frequency determined by its shape, size, and the way it’s cut, and when you apply AC it oscillates at a specific frequency.. the applied electricity causes is the material to deform.. that is the basic physical effect used in oscillators
MEMS oscillators are increasingly replacing quartz in compact, rugged, or integrated designs.
PLL-based frequency synthesis is used to scale a low-frequency reference (e.g., 25 MHz crystal) up to CPU/GPU GHz speeds.
I was interviewed about this recently, and mentioned the great work of a professor of CS and Law who has been building the foundations for this approach. My own article about it was recently un-linked due to a Notion mishap (but available if anyone is interested - I have to publish it again)
https://www.forbes.com/sites/hessiejones/2025/09/30/llms-are...
LOL. No. That is not how it works. Legal combs through every contract, negotiates, and gates the process, while revenue officers act very self-entitled to having the contract signed ASAP. Legal has to do their job, or they're a liability.