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<title>World-Alignment.git/logs/obj_large_gpu.log, branch main</title>
<subtitle>Unnamed repository; edit this file 'description' to name the repository.
</subtitle>
<link rel='alternate' type='text/html' href='https://git.blackhao.com/World-Alignment.git/'/>
<entry>
<title>Close the backbone row: the prediction held</title>
<updated>2026-08-01T21:37:01+00:00</updated>
<author>
<name>YurenHao0426</name>
<email>Blackhao0426@gmail.com</email>
</author>
<published>2026-08-01T21:37:01+00:00</published>
<link rel='alternate' type='text/html' href='https://git.blackhao.com/World-Alignment.git/commit/?id=ad8819a63e632e0ba7364c56127e1f31b832530f'/>
<id>ad8819a63e632e0ba7364c56127e1f31b832530f</id>
<content type='text'>
DINOv2-large, twice the depth of base and wider, leaves the shared count
at exactly 15 and moves the correlation by less than the segmentation
noise floor. Four vision-side interventions now raise the vision field's
own rank and leave the intersection alone.

The cheap tier of the register is exhausted. What remains is a corpus
chosen for naturally wide overlap, promoted to the central bet, and the
unbalanced formulation, promoted to the critical path since such a
corpus is unlikely to arrive in bijection.

Co-Authored-By: Claude &lt;noreply@anthropic.com&gt;
</content>
<content type='xhtml'>
<div xmlns='http://www.w3.org/1999/xhtml'>
<pre>
DINOv2-large, twice the depth of base and wider, leaves the shared count
at exactly 15 and moves the correlation by less than the segmentation
noise floor. Four vision-side interventions now raise the vision field's
own rank and leave the intersection alone.

The cheap tier of the register is exhausted. What remains is a corpus
chosen for naturally wide overlap, promoted to the central bet, and the
unbalanced formulation, promoted to the critical path since such a
corpus is unlikely to arrive in bijection.

Co-Authored-By: Claude &lt;noreply@anthropic.com&gt;
</pre>
</div>
</content>
</entry>
<entry>
<title>Corpus overlap sets the shared width, by intervention</title>
<updated>2026-08-01T21:29:37+00:00</updated>
<author>
<name>YurenHao0426</name>
<email>Blackhao0426@gmail.com</email>
</author>
<published>2026-08-01T21:29:37+00:00</published>
<link rel='alternate' type='text/html' href='https://git.blackhao.com/World-Alignment.git/commit/?id=0ba1fe093c8393c473fd13ec44d07cacb83ec33f'/>
<id>0ba1fe093c8393c473fd13ec44d07cacb83ec33f</id>
<content type='text'>
Suppressing one factor block from the synthetic captions -- vision still
sees the property, nothing else changes -- costs five shared directions
and the entire result: 96.4% recovery to 5.6%, at a correlation of 0.830
that is higher than anything achieved on photographs.

The synthetic world degraded to Visual Genome's shared width fails
exactly the way Visual Genome fails, at a correlation Visual Genome
never reaches. That closes the chain: how much of the same world the two
corpora describe sets the width, the width sets recovery, and the
correlation reports on neither reliably.

Also records the Delta compute-node offline trap in DELTA_HPC.md, and
marks the superseded verdict in NATURAL_RESULTS.

Co-Authored-By: Claude &lt;noreply@anthropic.com&gt;
</content>
<content type='xhtml'>
<div xmlns='http://www.w3.org/1999/xhtml'>
<pre>
Suppressing one factor block from the synthetic captions -- vision still
sees the property, nothing else changes -- costs five shared directions
and the entire result: 96.4% recovery to 5.6%, at a correlation of 0.830
that is higher than anything achieved on photographs.

The synthetic world degraded to Visual Genome's shared width fails
exactly the way Visual Genome fails, at a correlation Visual Genome
never reaches. That closes the chain: how much of the same world the two
corpora describe sets the width, the width sets recovery, and the
correlation reports on neither reliably.

Also records the Delta compute-node offline trap in DELTA_HPC.md, and
marks the superseded verdict in NATURAL_RESULTS.

Co-Authored-By: Claude &lt;noreply@anthropic.com&gt;
</pre>
</div>
</content>
</entry>
<entry>
<title>Mark the superseded gate claims in the earlier results documents</title>
<updated>2026-08-01T21:24:08+00:00</updated>
<author>
<name>YurenHao0426</name>
<email>Blackhao0426@gmail.com</email>
</author>
<published>2026-08-01T21:24:08+00:00</published>
<link rel='alternate' type='text/html' href='https://git.blackhao.com/World-Alignment.git/commit/?id=03f68f76011d510db017d3b15fdd6a231677f79a'/>
<id>03f68f76011d510db017d3b15fdd6a231677f79a</id>
<content type='text'>
NATURAL_RESULTS keeps its verdict paragraph but flags that the statistic
behind it does not govern recovery, and that the search has since been
run. SYNTH_RESULTS gets a note on the parenthesis that turned out to be
the whole story: structured fields are low-rank, the threshold formula
assumes full-rank noise, and the caveat sat unfollowed for months.

Co-Authored-By: Claude &lt;noreply@anthropic.com&gt;
</content>
<content type='xhtml'>
<div xmlns='http://www.w3.org/1999/xhtml'>
<pre>
NATURAL_RESULTS keeps its verdict paragraph but flags that the statistic
behind it does not govern recovery, and that the search has since been
run. SYNTH_RESULTS gets a note on the parenthesis that turned out to be
the whole story: structured fields are low-rank, the threshold formula
assumes full-rank noise, and the caveat sat unfollowed for months.

Co-Authored-By: Claude &lt;noreply@anthropic.com&gt;
</pre>
</div>
</content>
</entry>
<entry>
<title>Record the gate correction in the concept document</title>
<updated>2026-08-01T21:23:26+00:00</updated>
<author>
<name>YurenHao0426</name>
<email>Blackhao0426@gmail.com</email>
</author>
<published>2026-08-01T21:23:26+00:00</published>
<link rel='alternate' type='text/html' href='https://git.blackhao.com/World-Alignment.git/commit/?id=66af02f1e5c50e041ced3e8b85659709a1c1f4f3'/>
<id>66af02f1e5c50e041ced3e8b85659709a1c1f4f3</id>
<content type='text'>
The user-facing statement still carried the retired correlation
threshold. Adds the correction, the joint condition that replaces it,
the width diagnosis, and the closure of the shrink-N route.

Co-Authored-By: Claude &lt;noreply@anthropic.com&gt;
</content>
<content type='xhtml'>
<div xmlns='http://www.w3.org/1999/xhtml'>
<pre>
The user-facing statement still carried the retired correlation
threshold. Adds the correction, the joint condition that replaces it,
the width diagnosis, and the closure of the shrink-N route.

Co-Authored-By: Claude &lt;noreply@anthropic.com&gt;
</pre>
</div>
</content>
</entry>
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