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Put GF-T where it belongs: at the top - #634

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Put GF-T where it belongs: at the top#634
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GF-T was the fourth item in a list halfway down two pages, while the homepage led with a verification service. That is backwards. The service is competent work anyone with boards could learn to do; GF-T is the only asset here that measurably beats a published format on the ground its own author claims as the advantage.

Verified before promoting

A headline claim is exactly where the last one went wrong, so this was re-measured from the claim rather than by re-running the script that produced it — encode, decode, relative error, binned by magnitude, fixed seed, same oracles:

bin GF-T16 tekum16 ratio
` e < 8` 3.56e-4
` e 8–20` 3.52e-4
` e 20–38` 3.53e-4

The research note's "3× and 5.5×" reproduces exactly. The pages now carry the measured ratios rather than the rounded ones.

One correction that was worth making

The note labelled those bins "dec". They are powers of two. Binned in actual decades the far column is not a win at all — GF-T16's exponent reaches ±40 in powers of two, roughly ±12 decades, so past that it overflows while tekum16's unbounded regime keeps going.

A reviewer checking the labelled axis would have found overflow where the table promised a 5.5× win, and concluded the number was invented. Axis corrected upstream in trinity-fpga; the trade is stated on the pages too, because a bounded range is the honest price of fixed fields.

🤖 Generated with Claude Code

GF-T was the fourth item in a list halfway down two pages, while the homepage led
with a verification service. That is backwards. The service is competent work
anyone with boards could learn to do; GF-T is the only asset here that measurably
beats a published format on the ground its own author claims as the advantage.

Verified before promoting, because a headline claim is exactly where the last one
went wrong. Re-measured from the claim rather than by re-running the script that
produced it — encode, decode, relative error, binned by magnitude, fixed seed,
same oracles:

    |e| < 8      GF-T16 3.56e-4   tekum16 3.27e-4    0.92x  a tie
    |e| 8-20     GF-T16 3.52e-4   tekum16 1.00e-3    2.84x
    |e| 20-38    GF-T16 3.53e-4   tekum16 1.95e-3    5.53x

The research note's "3x and 5.5x" reproduces exactly. The site now carries the
measured ratios rather than the rounded ones.

One correction fell out of the check, and it was worth making. The note labelled
those bins "dec". They are powers of two. Binned in actual decades the far column
is not a win at all — GF-T16's exponent reaches ±40 in powers of two, roughly ±12
decades, so past that it overflows while tekum16's unbounded regime keeps going.
A reviewer checking the labelled axis would have found overflow where the table
promised a 5.5x win and concluded the number was invented. Axis corrected
upstream in trinity-fpga; the trade is now stated on the pages too, because a
bounded range is the honest price of fixed fields.

Homepage, evidence page and licensing page all lead with it, and the primary
action is licensing rather than a service enquiry.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
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gHashTag merged commit d7905d2 into main Aug 8, 2026
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gHashTag deleted the feat/gft-front-and-centre branch August 8, 2026 12:44
github-actions Bot added a commit that referenced this pull request Aug 8, 2026
Put GF-T where it belongs: at the top (#634)

GF-T was the fourth item in a list halfway down two pages, while the homepage led
with a verification service. That is backwards. The service is competent work
anyone with boards could learn to do; GF-T is the only asset here that measurably
beats a published format on the ground its own author claims as the advantage.

Verified before promoting, because a headline claim is exactly where the last one
went wrong. Re-measured from the claim rather than by re-running the script that
produced it — encode, decode, relative error, binned by magnitude, fixed seed,
same oracles:

    |e| < 8      GF-T16 3.56e-4   tekum16 3.27e-4    0.92x  a tie
    |e| 8-20     GF-T16 3.52e-4   tekum16 1.00e-3    2.84x
    |e| 20-38    GF-T16 3.53e-4   tekum16 1.95e-3    5.53x

The research note's "3x and 5.5x" reproduces exactly. The site now carries the
measured ratios rather than the rounded ones.

One correction fell out of the check, and it was worth making. The note labelled
those bins "dec". They are powers of two. Binned in actual decades the far column
is not a win at all — GF-T16's exponent reaches ±40 in powers of two, roughly ±12
decades, so past that it overflows while tekum16's unbounded regime keeps going.
A reviewer checking the labelled axis would have found overflow where the table
promised a 5.5x win and concluded the number was invented. Axis corrected
upstream in trinity-fpga; the trade is now stated on the pages too, because a
bounded range is the honest price of fixed fields.

Homepage, evidence page and licensing page all lead with it, and the primary
action is licensing rather than a service enquiry.

Co-authored-by: Dmitrii Vasilev <admin@t27.ai>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
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