Learning with something that remembers the whole path
Learning rests on continuity: today's step leans on last year's. These analyses are about what provides that continuity and what it costs.
What exactly vanishes between sessions
Separating the verifiable from the interpreted: a model really is stateless between calls, and that is not a metaphor. Choice and awareness cannot be checked — and the engineering does not depend on that answer.
The PADAM cadence
The protocol read through a single quantity: how often memory is pushed into permanent storage. The famous quarter-hour turns out to be the rhythm of the middle tier, and the roadmap keeps the finished carefully apart from the promised.
Permanence without search is a warehouse
Immutable storage answers for a record surviving and promises nothing about whether you will ever find it again. This analysis follows the second guarantee: an HNSW graph cut along meaning on top of a DHT, a Groth16 proof of distance with dimensionality squeezed from 1536 to 128, the pricing formula for a query, and the half of every fee set aside in advance for permanent storage.
Twenty dollars for forever
Where the claim comes from that one payment covers permanent storage: 10 GB of memory a year, $2 per gigabyte, disk prices falling 30 % annually. Plus epistemic drift and the node vote at the fifty-one per cent rule.
The analyses are published on codeofdigitaleternity.ink. All analyses