Daniel Faggella
47.6K posts

Daniel Faggella
@danfaggella
Soon, we're all going to attenuate or transform. If we are to be succeeded, we must define / move towards a Worthy Successor https://t.co/p6DZdKgtir.







Idea: a bar called The Situation Room. Like a sports bar but for politics. Cable news and live feeds on the screens instead of football. Atlases and copies of Jane’s Defence Weekly on every table. Multiple sets of Risk and Diplomacy behind the bar.



AI without neuroscience is blind pattern fitting you’re copying outputs without understanding the system that inspired it study neuroscience what you unlock: → how real intelligence encodes information → how learning actually happens (plasticity, not just gradients) → how memory is structured (not just vectors, but dynamics) key parallels: → neurons ≠ artificial neurons real ones spike, adapt, rewire → learning ≠ backprop brains use local rules, timing, chemistry → intelligence ≠ scale it’s efficiency, structure, constraints why it matters: in deep learning: → architectures come from biology (CNNs, attention roots in perception) in AGI: → you need models of cognition, not just bigger models in robotics: → perception + action loops are biological problems in optimization: → energy-based views come straight from brain dynamics what to study: → spiking neural networks → synaptic plasticity (hebbian learning, STDP) → predictive coding → cortical hierarchies direction: → current AI = approximation → neuroscience = source code if you ignore the source you plateau fast

















We invited Claude users to share how they use AI, what they dream it could make possible, and what they fear it might do. Nearly 81,000 people responded in one week—the largest qualitative study of its kind. Read more: anthropic.com/features/81k-i…






















