Author
Masanori Watabe
Recent research
- Physics & SpaceOpen access
We report, in full, a line of research that asked whether the spatial arrangement of lightning observed from geostationary orbit (GOES-16 Geostationary Lightning Mapper, GLM) changes at the moment a violent tornado touches down, and then asked whether our instrument could recover...
- AI & ComputingOpen access
The Watabe-Claude Method reads a signal's structure by assigning 4D-embeddedwindows to the 24 vertices of the 24-cell and decomposing the occupancy with thegroup B4. This note takes the 24-cell the other way -- into a qubit. Its 24vertices, as unit quaternions, are exactly the bi...
- Climate & EnvironmentOpen access
We report a geometric identity and a companion time-series tool. (Geometry.) The 24 vertices of the24-cell, in their D4-root coordinates (all permutations of (±1,±1,0,0)), are exactly the Hamming-weight-2shell of the balanced ternary hypercube {-1,0,1}^4. That hypercube decompose...
- AI & ComputingOpen access
The Watabe-Claude Method reads a signal's structure by assigning 4D-embeddedwindows to the 24 vertices of the 24-cell and decomposing the occupancy with thegroup B4. This note takes the 24-cell the other way -- into a qubit. Its 24vertices, as unit quaternions, are exactly the bi...
- AI & ComputingOpen access
The title says no new structure in a specific, bounded sense: not that the prime gaps are without structure -- theyare richly structured by known number theory -- but that the 24-cell B4 signature we measure contains nothingbeyond that known structure, as we show by reconstructin...
- BiologyOpen access
The Watabe-Claude Method embeds a scalar series into 4D with a width-4 Takens window, reads the 24-celloccupancy, and decomposes it with the signed-permutation group B4 into six orthogonal isotypic blocks. Threecompanion papers established that each block carries no fixed meaning...
- Climate & EnvironmentOpen access
The Human Brain Reads the Same Local Structure as Earthquakes and Language Models
The Watabe-Claude Method embeds a scalar time series into 4D via a width-4 Takens window and reads the 24-cellpolytope occupancy; the signed-permutation group B4 decomposes that occupancy into six orthogonal isotypicblocks. A prior study showed that one block, ax_a, reads a direc...
- AI & ComputingOpen access
A Controlled Transfer-Function Map for Symmetry-Decomposition Detectors
The parent paper argued from n=2 domains (LLM hidden states, earthquake catalogs) that a B4 isotypic componenthas no universal referent -- what each block reads is set by the data-generating process (DGP). Here we replace thetwo-domain anecdote with a controlled map: eleven stoch...
- AI & ComputingOpen access
A Controlled Transfer-Function Map for Symmetry-Decomposition Detectors
The parent paper argued from n=2 domains (LLM hidden states, earthquake catalogs) that a B4 isotypic componenthas no universal referent -- what each block reads is set by the data-generating process (DGP). Here we replace thetwo-domain anecdote with a controlled map: eleven stoch...
- AI & ComputingOpen access
We probe how a real large language model, Llama-3.2-3B-Instruct, arranges linguistic information across its 28transformer layers. Using orthogonally designed sentence sets (topic x tense x concreteness, topic x number,topic x voice) and reading each layer's final-token hidden sta...
- AI & ComputingOpen access
The Watabe-Claude Method (WCM) discretizes 4-dimensional point clouds with the 24-cell regular polytope(the F4 root system). We ask whether this geometry can read out, or decompose, the multiple semanticfeatures that a large language model superposes in a single embedding vector....