calculus for mathematicians, computer scientists, and physicists

the last step

llms are not the path to true intelligence

yeah yeah, it's funny and all, but the code is actually good, so jokes aside

you can study it for now

tradeoffs of approaches:

fhew: noise as a security resource, but monstrously interferes with calculations

pvac-hfhe: precise arithmetic, but the structure grows

remember that fhe does not ensure authenticity of your data by default, it provides only privacy

if you send the server two encrypted nums and ask it to multiply them, the server might instead send you their addition, or simply encrypt a constant of its choosing and send it back, this leaves you with no way to verify that your data was processed as you intended

to avoid this, we need to implement a commit sys via "tape rollups"

added sec params and verification of k uniform hypergraph and its properties for cryptographic hardness (no structural attacks were detected)

it's high time to start hacking, or at least figure out where to start doing it, a bounty program is coming soon (at least manage the poc, not to mention the prod version)