GF512: five hundred twelve bits
You will learn
How the rule splits 512 bits into 1 + 195 + 316, a ratio within 0.001 of 1 / phi.
GF512 has 512 bits: 1 sign, 195 exponent, 316 mantissa. Its ratio E / M is 0.617, under 0.001 from 1 / phi. The wider the word, the closer whole bits can come to the target, which is the trend the family table shows.
Try it
Find PHI_DIST in gf512.t27 and compare it with GF14 and GF48. Then check SIGN_SHIFT and EXP_SHIFT by hand.

GF512: 512 bits as the spec lays them out, read from gf512.t27. Lesson 22 of the GoldenFloat course.
specs/numeric/gf512.t27
// SPDX-License-Identifier: Apache-2.0
; gf512.t27 -- GoldenFloat512 Encode/Decode
; GF512: 512-bit floating point with 1 sign + 195 exponent + 316 mantissa
; Bit layout: [S(1) E(195) M(316)] = [511:511][510:316][315:0]
; phi^2 + 1/phi^2 = 3 | TRINITY
; Generated by the closed-form rule e = round((N-1)/phi^2), m = N-1-e.
; STATUS: Conj (extrapolated; no RTL, no validated arithmetic).
module triformat-gf512;
// ============================================================================
// Constants -- derived from the closed-form rule
// ============================================================================
pub const TOTAL_BITS : u16 = 512;
pub const SIGN_BITS : u8 = 1;
pub const EXP_BITS : u8 = 195;
pub const MANT_BITS : u16 = 316;
pub const SIGN_SHIFT : u16 = 511;
pub const EXP_SHIFT : u16 = 316;
pub const MANT_SHIFT : u16 = 0;
; BIAS = 2^(194) - 1 -- multi-word constant (exceeds u64); see codegen
; EXP_MAX = 2^195 - 1 -- multi-word constant (exceeds u64)
pub const BIAS_EXPR : str = "2^(195-1) - 1";
pub const EXP_MAX_EXPR : str = "2^195 - 1";
// E/M ratio (target: 1/phi ~ 0.6180339887)
pub const EM_RATIO : f64 = 0.617088607595;
pub const PHI_DIST : f64 = 0.000945381155;
pub const PHI_BIAS_STATUS : str = "OPEN -- not derivable from closed form; empirical per format";
// PHI_BIAS for this rung is NOT defined. The published formula
// PHI_BIAS = EXP_MAX - BIAS reproduces GF64 only and is RETRACTED as a general law.
// Do NOT invent a value via Fibonacci/Lucas/square coincidence; those are
// descriptive, not prescriptive.
// ============================================================================
// Invariants -- the Fpath below, made executable (W601)
//
// This file declared its own falsification path in a comment and nothing
// checked it. W600's per-test measurement found 38 specs that compile while
// asserting nothing; this is one, and the rule it is derived from is stated
// precisely enough to be a test.
// ============================================================================
invariant gf512_field_widths_partition_the_word {
@compileAssert(SIGN_BITS + EXP_BITS + MANT_BITS == TOTAL_BITS);
}
invariant gf512_closed_form_mantissa {
// m = N - 1 - e, the second half of the generating rule
@compileAssert(MANT_BITS == TOTAL_BITS - 1 - EXP_BITS);
}
invariant gf512_closed_form_exponent {
// e = round((N-1)/phi^2) <=> (e - 1/2)*phi^2 <= N-1 <= (e + 1/2)*phi^2
// Stated as bounds because the rule rounds; phi^2 = 2.618033988749895.
@compileAssert((EXP_BITS as f64 - 0.5) * 2.618033988749895 <= TOTAL_BITS as f64 - 1.0);
@compileAssert(TOTAL_BITS as f64 - 1.0 <= (EXP_BITS as f64 + 0.5) * 2.618033988749895);
}
invariant gf512_shifts_follow_the_layout {
@compileAssert(SIGN_SHIFT == TOTAL_BITS - 1);
@compileAssert(EXP_SHIFT == MANT_BITS);
@compileAssert(MANT_SHIFT == 0);
}
; ============================================================================
; Claim-status: Conj
; Fpath: any matched-substrate accuracy test (e.g. GF512 vs binary512/posit512/takum512)
; where GF512 fails to be parity-class or better falsifies this rung.
; Note: dynamic range of phi^256 overflows binary512 normalization at some n;
; benchmarks MUST be normalised to in-range regimes.
; ============================================================================
All lessons
Module 1 · The rule and its numbers
One rule splits every width, the ratio it aims at, and the Lucas numbers behind the 3.
Module 2 · Why phi, why three
Why the split is phi, why base three, and how a spec checks GF16 keeps phi.
Module 3 · The small rungs: GF4 to GF8
GF4, GF6 and GF8, the fewest bits, where rounding to whole bits costs the most.
Module 4 · Ten to fourteen bits
GF10, GF12 and GF14, and how the distance from 1 / phi moves as the word grows.
Module 5 · GF16 at work
The primary 16-bit format, a two-term dot product in GF-T16, then GF20 and GF24.
Module 6 · GF32 to GF64
GF32 beside IEEE single, GF48 with no IEEE twin, GF64 beside IEEE double.
Module 7 · GF96 to GF256
GF96, GF128 and GF256, where the specs hold the layout with invariants.
Module 8 · The widest rungs, then trits
GF512 and GF1024, the two widest rungs, then GF-T8, where the exponent moves to trits.
Module 9 · More trits, then the decode
GF-T16 and GF-T32, then why fixed fields decode in parallel and a posit does not.