V1b cell R16_K64_s1

V1b cell R16_K64_s0

V1b cell R16_K16_s1

V1b cell R16_K16_s0

V1b cell R16_K0_s0

V1b cell R4_K256_s1

V1b cell R4_K256_s0

V1b cell R4_K64_s1

V1b cell R4_K64_s0

V1b cell R4_K16_s1

V1b cell R4_K16_s0

V1b cell R4_K0_s0

V1 verdict: knee-vs-rank table (Rule 1 arbiter)

V1 cell R128_K256_s1

V1 cell R128_K256_s0

V1 cell R128_K64_s1

V1 cell R128_K64_s0

V1 cell R128_K16_s1

V1 cell R128_K16_s0

V1 cell R32_K256_s1

V1 cell R32_K256_s0

V1 cell R32_K64_s1

V1 cell R32_K64_s0

V1 cell R32_K16_s1

V1 cell R32_K16_s0

V1 cell R8_K256_s1

V1 cell R8_K256_s0

V1 cell R8_K64_s1

V1 cell R8_K64_s0

V1 cell R8_K16_s1

V1 cell R8_K16_s0

link the published week-in-review article (Geometric Memory FT5)

link the technical companion from the card

references+attribution section, inline citations

technical companion (week-in-review docket, verified)

B1-B6 math battery

training note + addr_proj: the converging configuration (rotary+addr_proj+train_codebooks), measured; frozen-all collapses in training

Update splat_attention.py

Update splat_attention.py

repo card: mechanism, usage, battery summary, honest failure note

standalone splat attention — single reusable file for observers

B1-B6 math battery

B1-B6 math battery

B1-B6 math battery

B1-B6 math battery

B1-B6 math battery

B1-B6 math battery

initial commit