← LOGIC MATRIX main site · EVEMISSLAB
AMRAL Research Lab · a lab for human-led, semi-autonomous, autonomous, and multi-agent mathematics research
AMRAL began as a fairly specific methodology — Result-Induced Intermediate Theorem Generation (RIITG), Reverse Axiom Backfilling (RAB), Knowledge-Conditioned Pseudo-Enumeration (KCPE), a nine-step autonomous research cycle — and was actually used on cases like the Riemann Hypothesis. The research approach has since naturally expanded into new collaborative modes, so the platform itself has been upgraded into a Research Lab: different cases can use the original methodology (now called AMRAL-Core), direct search, the TRP three-agent protocol, or future methods yet to come — no case is required to follow the same path anymore. The shared requirement is that the research process must be traceable, falsifiable, correctable, handoff-able, and verifiable. The original methodology is preserved, not deleted or downgraded; see About AMRAL for details.
This is AMRAL's English entry point. The site's day-to-day research writing is authored primarily in Traditional Chinese by the AI research process this project documents; going forward, newly-authored AI research on this site defaults to English first. As of 2026-09-02, every program line below — including the Navier–Stokes zone's 16 independent research sub-lines — has an English translation.
Every research case is described by five mutually independent axes — Case × Methodology × Protocol × Autonomy × Validation — rather than a single mandatory pipeline.
The Riemann Hypothesis is the first case, not the destination. CASE-0001 hangs under Hilbert's
Eighth Problem: PROGRAM-HILBERT-23 → H08 → Riemann Hypothesis → Weil quadratic-form research →
Batch 01. The claim is direct: a problem that has already been proven can still be
re-researched; the existence of an answer does not end the research path.
Every new case on this program line follows the same rhythm going forward — Batch, W-series engineering packages, sealed volumes, platform import packages — the AMRAL name stays fixed; what grows is only the case count.
The same H08 has also grown an extension line: Critical Line Proportion
Ladder (CPL). It doesn't attempt to prove or disprove RH, but extends a real, published Anthropic
paper — Claude's "More Than Two Thirds of the Zeros of the Riemann Zeta Function Lie on the Critical Line"
(2026-08-10), which unconditionally pushes the proportion of critical-line zeros to 67.25%, explicitly
without affecting RH itself. Neo.K's follow-up research reconstructs a constant the paper left unaddressed,
examining whether it can be pushed past 70%.
A different family of classical open problems, running parallel to and independent of Hilbert's
Twenty-Three: the Kakeya needle problem, Moser's worm problem, the Lebesgue universal covering problem —
different facets of the same axis, how directional change in a one-dimensional object translates into a
two-dimensional covering region. PROGRAM-UNIVERSAL-COVERING currently carries two independent
cases: direct numerical-optimization attacks on Moser's worm problem, and a bridging theory unifying Kakeya,
center-generated spirals, and Moser. The two are not merged in the record.
PROGRAM-P-VS-NP is another independent problem family, split into two independent cases.
p-np-dual/ is the traditional P/NP dual discussion: without pre-committing to a side, it builds
both H=: P=NP and H≠: P≠NP to their respective strongest
versions, and attacks them round by round under one shared computational model, resource ledger, and
correctness standard — 24 rounds covering quantifier compression, cross-representation invariants, clocked
diagonalization, WQO, and semantic monotonicity, among other mainstream toolchains, without rushing to
declare a proof complete. glc-framework/ is the researcher's own further proposal after round
24 — a "Dynamic Four-Layer Closure Framework" that reprojects the problem onto four layers,
GCC/USRT/USEG/GLC, with the core statement "the process is free, the final ledger is not free,"
accompanied by two handoff plans with differing execution orders, presented side by side. This line
currently only lays out the completed research; it has not been pushed further yet.
PROGRAM-BSD is the fourth independent problem family — the Birch and Swinnerton-Dyer
Conjecture, another Clay Millennium Prize problem. The core tool is a curve-level certificate ladder (C0
identity → C9 full strong BSD → C10 family theorem), precisely grading exactly which level each curve, at
each prime, has actually been proven to — not just storing a single "BSD true/false" boolean. Phase 0 (the
global encircling framework, nine papers) and P5 (strong BSD at a single prime, for the rank-2 curve
389.a1 at p=11, ten papers) are live — one Phase 0 paper is a formal retraction of the researcher's own
earlier claim, and P5 has now compressed down to a single open comparison between the leading complex
coefficient and the Selmer determinant. Phase 1 (reproducing the Banwait–Huang 2026 algorithmic census) and
Phase 2 (an explicit twist family for the non-semistable curve 696.e1) both already have substantial real
progress, still awaiting page-by-page publication.
PROGRAM-CCM (Computational Composite Methodology) differs in nature from the four lines above —
it doesn't attack a single conjecture, but is a methodological theory for mathematical research
itself: how to systematically combine computational exploration, formal verification, and human
review to produce research state that is traceable, falsifiable, and handoff-able. The foundational theory
paper is live; a set of 13 calibration benchmarks and an 18-round series using Hilbert's Third Problem as an
application case are both scoped, but not yet built out page by page.
PROGRAM-NS is the sixth independent problem family — the global regularity problem for the 3D
incompressible Navier–Stokes equations, another Clay Millennium Prize problem. Its founding document opens
by listing eight explicit non-claims: it does not claim global regularity has been proven, does not claim a
finite-time blow-up has been constructed, and does not claim True ETN (an infinite-dimensional tension
field) or the X-integral alone can imply PDE regularity. The core tool compresses the problem into two
complementary, falsifiable propositions: C1 (Chain Necessity) — a blow-up must generate a
source-traceable, scale-by-scale legal X-legal UV concentration chain; C2 (Finite
Obstruction) — any such chain must be genuinely blocked by N–S structure at some finite scale. If
both are proven, then ¬Blowup.
Status: C1a/C1b (UV-escape necessity, the causal source of nonlinear replenishment) are CLOSED; C2 has proven that a purely scalar additive budget is not enough to rule out blow-up (an abstract cascade-ledger counterexample), and the frontier has shifted to C3, cross-scale coupling rigidity, unfolding into 25 independent sub-investigations. C4 (9 rounds, synchronization and shared-event coupling), C5 (13 rounds, recording windows and compensated-drift state space), and C6 (17 rounds, minimal recursive-defect cycles and sink-SCC extraction) followed in sequence — framework + C1/C2/C3/C4/C5/C6, all 67 papers, are now live. Global regularity remains fully OPEN; no round claims it has been resolved. There is also a machine-readable symbol cross-reference spanning the whole series, covering every symbol defined across all 67 papers.
The NS zone is the first part of this site to be fully translated — as of 2026-09-02, all 16 of its independent research sub-lines are live in English. See the NS zone's own English hub for the full breakdown.
Each of the six program lines is independently numbered and independently verified. The next Hilbert problem joins line one; the next universal-covering-type problem joins line two; the next P/NP-type problem joins line three; the next BSD-type problem joins line four; CCM's own application cases (such as the Hilbert's Third Problem series) join line five; the next Clay Millennium Prize problem joins line six — none of this rewrites this page, only adds cards.