Skip to content

Revise the proposal under the agreed claim discipline #3

Description

@duckyquang

The proposal document still carries claims the v0 data contradicts. Rewrite it to match the README's reframing:

  • "EML shrinks math" → hypothesis: raw EML is ~11–12× larger (median α ≈ 11.4 vs threshold ≈ 1.56); compression makes it trainable; generalization benefit is what's under test
  • "GPT-4-level competency at a fraction of parameters" → "competitive accuracy with fewer parameters on a bounded algebraic domain" (tested explicitly in Goal 11.2)
  • "Universal / zero-shot theorem proving" → "verified equational rewrite-proofs on a bounded domain"
  • Remove "equivalence as graph isomorphism" — equivalence is semantic, not structural
  • Remove/demote the "machine code for AI" framing to a speculative future-work remark
  • Promote baselines in the methodology: AST-DAG + compute-matched transformer are essential controls — without matched-compression AST, nothing is attributable to EML

Metadata

Metadata

Assignees

No one assigned

    Labels

    paperProposal / paper writing

    Type

    No type

    Fields

    No fields configured for issues without a type.

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions