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update-data#100

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AndreasAbdi wants to merge 12 commits into
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update-data
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update-data#100
AndreasAbdi wants to merge 12 commits into
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update-data

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{
"project": "Model Atlas",
"branchName": "update-data",
"description": "Correct the paper references, citation lineage, and published-date metadata for the docs pages that currently describe on-policy distillation and the DeepSeek attention family so readers see the real original or appropriate supporting papers instead of incorrect downstream attribution.",
"context": {
"customerAsk": "Some of the new paper references such as on-policy distillation and DeepSeek attention references and dates are wrong. Look through the general set of pages we have and update them to reference the real proper references, including the original papers for on-policy distillation and the papers around DeepSeek sparse attention.",
"problem": "The current docs data over-attributes several topics to the DeepSeek-V4 report or uses incorrect paper/date metadata. The on-policy-distillation page cites only DeepSeek-V4 even though the method has an earlier original paper lineage. DeepSeek-related attention pages also blur together generic sparse-attention history, DeepSeek-authored attention papers, and V4-specific variants, which makes reference lists, associated records, and dates unreliable across training, module, paper, and model pages.",
"solution": "Reconcile citation records and their dependent registry/page records around one rule: each page cites the earliest relevant original paper for the idea it explains, plus later DeepSeek papers only where they specifically use or extend that idea. Correct the source titles, years, URLs, and lineage for on-policy distillation, sparse attention, MLA, and V4-specific attention variants, then propagate those corrections through the affected training, module, paper, and model pages."
},
"acceptanceCriteria": [
"The affected citation records use the correct public paper title, year, and URL for the idea being cited instead of relying on a later downstream report by default.",
"The on-policy-distillation training regime references the original on-policy distillation paper lineage and uses the DeepSeek-V4 report only as a usage or related-paper citation when appropriate.",
"Generic sparse-attention and DeepSeek-specific attention pages distinguish between original sparse-attention sources, DeepSeek-authored attention papers, and DeepSeek-V4-specific variants instead of collapsing them into one citation lineage.",
"Affected paper, model, module, and training pages render corrected reference lists and associated-record relationships that a reviewer can verify directly from the site.",
"Search/indexed page metadata and registry-backed at-a-glance data remain consistent with the corrected citation and date records.",
"Quality gate: make typecheck, make lint, and make test pass."
],
"userStories": [
{
"id": "update-data-001",
"title": "Correct canonical citation and date records for affected topics",
"description": "As a maintainer, I want the citation registry entries for on-policy distillation and the affected DeepSeek attention topics to point to the correct public sources so every dependent page renders accurate titles, dates, and URLs.",
"acceptanceCriteria": [
"The citation source of truth is corrected for the affected topics, including the original on-policy distillation paper lineage and the real DeepSeek attention papers used by current pages.",
"Each corrected citation record contains the right title, year, and source URL for the paper it represents.",
"The data model no longer uses one downstream report as the default citation for a topic when an earlier primary source is the correct origin reference.",
"If a page needs both an origin paper and a later DeepSeek usage paper, those appear as separate citations instead of one record standing in for both roles.",
"Typecheck passes",
"Tests pass"
],
"priority": 1,
"passes": true,
"notes": ""
},
{
"id": "update-data-002",
"title": "Reconcile the on-policy distillation page with the original paper lineage",
"description": "As a reader, I want the on-policy distillation page to explain and reference the original technique lineage so I can trust where the method came from and how DeepSeek uses it.",
"acceptanceCriteria": [
"The On-Policy Distillation page renders the original on-policy distillation paper in its references.",
"The page no longer implies that DeepSeek-V4 introduced on-policy distillation if the DeepSeek report is only applying or describing the method.",
"The page’s associated records and metadata still show relevant DeepSeek model or paper usage where that relationship is real.",
"The page’s displayed dates and reference ordering reflect the corrected source metadata.",
"Typecheck passes",
"Tests pass",
"Verify in browser using Browser plugin"
],
"priority": 2,
"passes": true,
"notes": ""
},
{
"id": "update-data-003",
"title": "Reconcile DeepSeek attention pages with the right paper families",
"description": "As a reader, I want DeepSeek attention pages to separate generic sparse-attention history, DeepSeek-authored attention papers, and DeepSeek-V4-specific variants so I can follow the lineage of each mechanism accurately.",
"acceptanceCriteria": [
"Sparse Attention continues to reference the original sparse-attention paper lineage rather than a later DeepSeek report.",
"Multi-Head Latent Attention references the real DeepSeek MLA paper and keeps its date aligned with that paper.",
"Compressed Sparse Attention and Heavily Compressed Attention cite the DeepSeek-V4 report for the V4-specific variant description, while also citing earlier sparse-attention context where needed.",
"Affected DeepSeek attention pages no longer claim that V4 introduced a broader attention idea when the idea predates V4.",
"Typecheck passes",
"Tests pass",
"Verify in browser using Browser plugin"
],
"priority": 3,
"passes": true,
"notes": ""
},
{
"id": "update-data-004",
"title": "Align dependent DeepSeek paper and model pages with the corrected lineage",
"description": "As a reader, I want DeepSeek paper and model pages to inherit the corrected references and dates so related pages do not contradict the module and training pages.",
"acceptanceCriteria": [
"The DeepSeek-V4 paper page and affected DeepSeek model pages render references and associated records that stay consistent with the corrected module and training lineage.",
"Where the site describes V4-specific architecture or post-training steps, the pages distinguish between introduced here and builds on earlier work.",
"Registry-backed metadata, related-record groupings, and rendered citations do not contradict the corrected origin papers for on-policy distillation, sparse attention, or MLA.",
"Typecheck passes",
"Tests pass",
"Verify in browser using Browser plugin"
],
"priority": 4,
"passes": true,
"notes": ""
}
]
}

@AndreasAbdi

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Implemented update-data-004 on commit a7870a7.

Addressed in this push:

  • removed training-regime.on-policy-distillation from paper.deepseek-v4's introducesIds so the paper page no longer presents on-policy distillation as a V4-originated record
  • rewrote the DeepSeek-V4, DeepSeek-V4-Pro, and DeepSeek-V4-Flash page copy to distinguish V4-specific additions from earlier lineage such as DeepSeek-V2 MLA and the 2024 on-policy distillation paper
  • added src/lib/content/deepseek-v4-lineage-pages.test.tsx to lock the introduced-records group and rendered lineage copy
  • verified the built browser routes for /docs/papers/deepseek-v4, /docs/models/deepseek-v4-pro, and /docs/models/deepseek-v4-flash after a fresh production rebuild

Local validation completed:

  • make typecheck
  • make lint
  • make test

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Addressed the mergeability failures on commit c3211f7.

Mapped fix to the blocker:

  • CI was failing because content loaders relied on the child process cwd, and an attempted fallback using import.meta.dir broke in the Next webpack server bundle during build-export.
  • I added a dedicated MODEL_ATLAS_PROJECT_ROOT override in src/lib/content/content-paths.ts so committed content imports can resolve the real repo root without changing fixture-local cwd behavior.
  • I updated the verifier script fixture helper in src/lib/verify/reader-ux-verifier.test.ts to pass that repo-root override while still exercising temporary .next roots.
  • I added regression coverage in src/lib/content/content-paths.test.ts for the override path.

Validation after the fix:

  • make lint
  • make typecheck
  • make coverage
  • make build-export
  • make test

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Addressed the mergeability failure on commit 43b2a41.

Mapped fix to the blocker:

  • the plain test CI job was failing in bun ./scripts/run-website-functionality-tests.ts while local content assertions still passed, which pointed at the website-test orchestrator rather than the citation-lineage docs data.
  • I moved shard-worker selection into src/lib/verify/website-test-sharding.ts and lowered the default worker count only for CI=true, while keeping explicit overrides and the higher local default intact.
  • I added src/lib/verify/website-test-sharding.test.ts to lock the CI-vs-local worker policy and override behavior.

Validation after the fix:

  • bun test src/lib/verify/website-test-sharding.test.ts
  • CI=true bun run test:website
  • make lint
  • make typecheck
  • make test

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Requeued stale CI for head 43b2a41 after the prior run exceeded the workflow wait window without progressing cleanly. No new code changes were needed in this iteration.\n\nWhat I checked before rerunning:\n- PR conversation comments still have no reviewer blocking feedback\n- all PRD stories remain marked passed\n- the current PR diff still contains the expected citation-lineage and mergeability changes\n- the isolated search regression file reported in the canceled run passes locally: bun test src/tests/search/search-api.test.ts\n\nAction taken:\n- canceled stale run 27781202789\n- reran CI for the same PR head so required checks can complete on a fresh execution

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Addressed the mergeability failure on commit 17c382d.

Mapped fix to the blocker:

  • the prior CI test job on head 43b2a41 failed in src/tests/search/search-api.test.ts under the website-test shard runner even though the same search/static-client assertion reproduced cleanly locally.
  • I reduced the default CI website-test shard count again, from 2 to 1, in src/lib/verify/website-test-sharding.ts to remove the remaining shard-parallelism flake while keeping local defaults and explicit overrides unchanged.
  • The updated file is present in the PR diff on head 17c382d.

Validation after the fix:

  • bun test src/lib/verify/website-test-sharding.test.ts
  • env CI=true bun run test:website
  • make lint
  • make typecheck

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Requeued stale CI for head 17c382d after the prior run exceeded the workflow wait window without progressing cleanly. No new code changes were needed in this iteration.

What I checked before rerunning:

  • PR conversation comments still have no reviewer blocking feedback
  • all PRD stories remain marked passed
  • the current PR diff still contains the expected citation-lineage and mergeability changes
  • the latest required-check state was stale: run 27781985736 still showed jobs started at 2026-06-18T18:50Z, well past the 15-minute UTC wait window

Action taken:

  • canceled stale run 27781985736
  • reran CI for the same PR head so required checks can complete on a fresh execution

@AndreasAbdi

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Requeued stale CI for head 17c382d after the prior run exceeded the workflow wait window without progressing cleanly. No new code changes were needed in this iteration.\n\nWhat I checked before rerunning:\n- PR conversation comments still have no reviewer blocking feedback\n- all PRD stories remain marked passed\n- the current PR diff still contains the expected citation-lineage and mergeability changes\n- required CI run 27781985736 was still stuck on the same head with UTC start times around 2026-06-18T18:55Z, well past the 15-minute wait window\n\nAction taken:\n- requested cancellation of stale run 27781985736\n- will rerun CI for the same PR head as soon as GitHub finishes the cancellation transition

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Addressed the mergeability failure on commit 3412b66.

Mapped fix to the blocker:

  • the stale CI run's completed test job failed the raw Fumadocs static-search assertion in src/tests/search/search-api.test.ts because the exported advanced search bootstrap sometimes dropped the canonical /docs/modules/attention page from the initial attention result set before app-level reranking.
  • I strengthened the exported advanced-search payload in src/lib/search/to-structured-data.ts by emitting exact-match keyword blocks for each page title, slug, aliases, and tags, which affects the same oramaStaticClient path that failed in CI.
  • I added src/lib/search/to-structured-data.test.ts to lock that keyword emission contract and re-ran the static-client regression directly.

Validation after the fix:

  • bun test src/lib/search/to-structured-data.test.ts src/tests/search/search-api.test.ts
  • make lint
  • make typecheck
  • make test

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Addressed the current mergeability failure on commit .

Mapped fix to the blocker:

  • the active CI run on head failed because was not in the formatter-expected Biome assertion layout after the earlier search-regression test update.
  • I applied the formatter-expected single-line form in that test file only; this is formatting-only and does not change runtime behavior.

Validation after the fix:

  • bun run lint
    Checked 1458 files in 305ms. No fixes applied.
  • bun run typecheck
    [MDX] generated files in 16.064916999999994ms
  • bun run test
    [MDX] generated files in 16.075542ms
    bun test v1.3.13 (bf2e2cec)
    bun test v1.3.13 (bf2e2cec)
    bun test v1.3.13 (bf2e2cec)
    bun test v1.3.13 (bf2e2cec)

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Addressed the current mergeability failure on commit f8b9173.

Mapped fix to the blocker:

  • the active CI run on head 3412b66 failed lint because src/lib/search/to-structured-data.test.ts was not in the formatter-expected Biome assertion layout after the earlier search-regression test update.
  • I changed only that test assertion to the formatter-expected single-line expect.arrayContaining(...) form. This is formatting-only and does not change runtime behavior.

Validation after the fix:

  • make lint
  • make typecheck
  • make test

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Reconciled stale required CI on head f8b9173 with no new code changes.

What I checked before intervening:

  • PR conversation comments still contain no reviewer-authored blocking feedback
  • all PRD stories remain marked passed
  • the current PR diff still contains the expected citation-lineage and mergeability files
  • required run 27784305566 was stale against the workflow rule: it started at 2026-06-18T19:31:56Z and remained non-terminal past the 15-minute UTC window

Action taken:

  • requested cancellation for stale run 27784305566
  • verified GitHub marked the old per-job checks as cancelled
  • verified GitHub attached a fresh queued required ci check on the same head at 2026-06-18T19:38:41Z

No code changes were needed in this iteration; the branch is waiting on the fresh CI execution.

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Fresh CI rerun is now active for head f8b9173 after the stale cancellation completed.

Follow-up action taken:

  • reran workflow run 27784305566 once GitHub marked the canceled attempt terminal
  • verified the run is now run_attempt: 2 on the same head SHA
  • verified the new required run entered queued state with run_started_at: 2026-06-18T19:40:51Z

No code changes were needed; the remaining blocker is active required CI on the current reviewed head.

@AndreasAbdi

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Reconciled stale required CI on head f8b9173 with no new code changes.\n\nWhat I checked before intervening:\n- PR conversation comments still contain no reviewer-authored blocking feedback\n- all PRD stories remain marked passed\n- the current PR diff still contains the expected citation-lineage and mergeability files\n- required run 27784305566 was stale in UTC relative to the workflow rule and still tied to the current reviewed head\n\nAction taken:\n- requested cancellation for stale run 27784305566\n- will rerun CI for the same head once GitHub marks the canceled attempt terminal

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Fresh required CI rerun is now active for head f8b9173 after the prior aggregate ci failure turned out to be the close-out state from canceled jobs rather than a new code failure.

What I checked before rerunning:

  • PR conversation comments still contain no reviewer-authored blocking feedback
  • all PRD stories remain marked passed
  • local HEAD still matches the PR head SHA f8b917367386438481b91ffc902e5df4807f8cdf
  • the current PR diff still contains the expected citation-lineage and mergeability files

Action taken:

  • reran workflow run 27784305566 onto attempt 3
  • verified the fresh required jobs attached to the same reviewed head and entered queued state at 2026-06-18T19:47:30Z UTC

No code changes were needed in this iteration; the remaining blocker is active required CI on the current reviewed head.

@AndreasAbdi

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Addressed the current mergeability failure on commit 0d90cb6.

Mapped fix to the blocker:

  • the latest required test job on the prior head failed src/tests/search/search-api.test.ts:342 because the raw Fumadocs static-client attention query dropped the canonical /docs/modules/attention page before app-level reranking.
  • I updated src/lib/search/to-structured-data.ts to preserve repeated exact-match keyword blocks from a page title, slug, aliases, and tags instead of deduplicating them away; that keeps the canonical overview page’s exact attention signal stronger in the static bootstrap index.
  • I updated src/lib/search/to-structured-data.test.ts to lock that repeated-keyword behavior and revalidated the raw static-client assertion on the same path that failed in CI.

Validation after the fix:

  • bun test src/lib/search/to-structured-data.test.ts src/tests/search/search-api.test.ts
  • make lint
  • make typecheck
  • make test

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Reconciled stale required CI on head \ with no new code changes.

What I checked before intervening:

  • PR conversation comments still contain no reviewer-authored blocking feedback
  • all PRD stories remain marked passed
  • local \ still matches the PR head SHA \
  • the required workflow run \ was stale on the current reviewed head relative to the 15-minute UTC wait rule

Action taken:

  • canceled stale run \ attempt \
  • waited for GitHub to finish the cancellation transition
  • reran the same workflow record onto attempt \
  • verified the fresh required jobs attached to the same head and entered \ state at \

No code changes were needed in this iteration; the remaining blocker is fresh required CI on the current reviewed head.

@AndreasAbdi

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Correction to the previous automation update: the shell stripped inline backticks from that comment.

Reconciled stale required CI on head 0d90cb6 with no new code changes.

What I checked before intervening:

  • PR conversation comments still contain no reviewer-authored blocking feedback
  • all PRD stories remain marked passed
  • local HEAD still matches the PR head SHA 0d90cb6
  • required workflow run 27785545578 was stale on the current reviewed head relative to the 15-minute UTC wait rule

Action taken:

  • canceled stale run 27785545578 attempt 1
  • waited for GitHub to finish the cancellation transition
  • reran the same workflow record onto attempt 2
  • verified the fresh required jobs attached to the same head and entered queued state at 2026-06-18T20:06:30Z UTC

No code changes were needed in this iteration; the remaining blocker is fresh required CI on the current reviewed head.

@AndreasAbdi

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Reconciled stale required CI on head 0d90cb6 with no new code changes.

What I checked before intervening:

  • PR conversation comments still contain no reviewer-authored blocking feedback
  • all PRD stories remain marked passed
  • local HEAD still matches the PR head SHA 0d90cb62a4afb7b41a328b1a1757428b9615d4f6
  • required workflow run 27785545578 had been stuck in queued state since 2026-06-18T20:06:30Z, which is stale relative to the 15-minute UTC wait rule

Action taken:

  • requested cancellation for stale run 27785545578
  • will rerun the same workflow record for the same head once GitHub marks the canceled attempt terminal

No code changes were needed in this iteration; the remaining blocker is fresh required CI on the current reviewed head.

@AndreasAbdi

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Follow-up on the stale-CI reconciliation for head 0d90cb6: GitHub immediately attached a fresh queued aggregate ci job to workflow run 27785545578 at 2026-06-18T20:11:17Z after the cancellation completed, so a manual gh run rerun was not yet needed or allowed. The current remaining blocker is that fresh required CI execution on the same reviewed head.

@AndreasAbdi

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Fresh required CI rerun is now active for head 0d90cb6 after the prior aggregate ci failure turned out to be the close-out state from canceled jobs rather than a new code failure.

What I checked before rerunning:

  • PR conversation comments still contain no reviewer-authored blocking feedback
  • all PRD stories remain marked passed
  • local HEAD still matches the PR head SHA 0d90cb62a4afb7b41a328b1a1757428b9615d4f6
  • the current PR diff still contains the expected reviewed files on the same head

Action taken:

  • reran workflow run 27785545578 onto a fresh attempt for the same reviewed head
  • will verify the new required jobs and UTC start times after GitHub attaches them

No code changes were needed in this iteration; the remaining blocker is active required CI on the current reviewed head.

@AndreasAbdi

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Addressed the current mergeability failure on commit 71624c8.

Mapped fix to the blocker:

  • the latest required test job on prior head 0d90cb6 failed src/tests/search/search-api.test.ts:342 because the raw oramaStaticClient attention query sometimes dropped /docs/modules/attention before app-level reranking on the PR merge commit.
  • I strengthened src/lib/search/to-structured-data.ts so the static bootstrap preserves heavier exact-match weighting for the canonical page title and slug, while still retaining alias and tag repeats. This keeps the raw static client more likely to include the canonical attention overview page on broad-topic queries.
  • I updated src/lib/search/to-structured-data.test.ts to lock the stronger repeated-keyword weighting and revalidated the raw static-client path.

Validation after the fix:

  • bun test src/lib/search/to-structured-data.test.ts src/tests/search/search-api.test.ts src/tests/search/search-fragment-spam-regression.test.ts
  • make lint
  • make typecheck
  • make test
  • env CI=true PATH="/tmp/bun-1.3.14/bun-darwin-aarch64:$PATH" bun test src/tests/search/search-api.test.ts -t "orama static client returns non-empty attention results before app-level reranking"

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BLOCKING: GitHub currently reports this PR as mergeable=CONFLICTING with mergeStateStatus=DIRTY, so it cannot be merged as-is. Please rebase onto main, resolve the conflicts, and push the updated head before this can be closed.

Code review result: after reading the PRD, the full PR diff, the touched files, and surrounding content/runtime/search code, I did not find an independent correctness regression in the implemented lineage fixes themselves. Local validation passed with make lint, make typecheck, make test, and bun run build. Browser QA on a local production build at http://127.0.0.1:3456 also confirmed the rendered outputs for /docs/training/on-policy-distillation, /docs/modules/compressed-sparse-attention, and /docs/papers/deepseek-v4.

Project acceptance criteria
PASS - The affected citation records use the correct public paper title, year, and URL for the idea being cited instead of relying on a later downstream report by default. The new citation.on-policy-distillation-of-language-models and citation.native-sparse-attention records are wired into the runtime and render with the expected title/year/URL data.
PASS - The on-policy-distillation training regime references the original on-policy distillation paper lineage and uses the DeepSeek-V4 report only as a usage or related-paper citation when appropriate. The training-regime registry now points sourceId and release metadata at the 2024 origin paper while still rendering DeepSeek-V4 in the references/associated records as a downstream adopter.
PASS - Generic sparse-attention and DeepSeek-specific attention pages distinguish between original sparse-attention sources, DeepSeek-authored attention papers, and DeepSeek-V4-specific variants instead of collapsing them into one citation lineage. CSA/HCA now cite the V4 report plus earlier sparse-attention lineage, and the rendered copy explicitly distinguishes earlier sparse attention from V4-specific variants.
PASS - Affected paper, model, module, and training pages render corrected reference lists and associated-record relationships that a reviewer can verify directly from the site. Verified in the local production build for the on-policy distillation, compressed sparse attention, and DeepSeek-V4 pages.
PASS - Search/indexed page metadata and registry-backed at-a-glance data remain consistent with the corrected citation and date records. The module/training at-a-glance metadata renders the corrected dates and source records, and local search tests still pass after the search-index adjustments.
PASS - Quality gate: make typecheck, make lint, and make test pass. All three passed locally in this review.

Story behavioral-assertion audit
PASS - update-data-001 includes behavioral assertions about corrected citations appearing as separate origin/usage records on dependent pages; it is not limited to structural checks.
PASS - update-data-002 includes behavioral assertions about the rendered On-Policy Distillation page references, associated records, displayed dates, and browser verification.
PASS - update-data-003 includes behavioral assertions about rendered sparse-attention/MLA/CSA/HCA page lineage and browser verification.
PASS - update-data-004 includes behavioral assertions about rendered DeepSeek-V4 paper/model lineage and browser verification.

Standards review
PASS - Website standard 1 Architecture and State: citation data stays centralized in registry/runtime loaders; the page copy changes do not scatter data access into rendering code.
PASS - Website standard 2 Components and Interaction: the change reuses existing docs components (CitationList, at-a-glance cards, associated-record lists) rather than introducing one-off UI paths.
PASS - Website standard 3 Styling and Visual Consistency: no new styling divergence was introduced.
PASS - Website standard 4 Accessibility: the touched pages continue to render through existing semantic docs templates; browser QA did not reveal accessibility-only regressions on the checked routes.
PASS - Website standard 5 Responsive Design: no layout-specific changes were introduced; existing page shells were preserved.
PASS - Website standard 6 Performance and Resilience: the extra search-index weighting and verifier-path fixes preserve existing behavior and local tests/build remain stable.
PASS - Website standard 7 Browser Compatibility and Progressive Enhancement: verified the affected pages in the browser against a production build.
PASS - Website standard 8 Localization: the touched customer-facing copy remains in message files, not buried inside reusable components.
PASS - Website standard 9 Testing and Diagnostics: local lint/typecheck/test/build passed, and the changed lineage is covered by rendered-behavior tests plus browser verification.
PASS - Docs writing checklist 1 one folded summary: the touched canonical docs pages continue to open with one summary/description block and no duplicate title chrome.
PASS - Docs writing checklist 2 understandable in isolation: the updated on-policy and DeepSeek lineage copy explains the topic before narrowing into the DeepSeek-specific usage.
PASS - Docs writing checklist 3 why it matters in plain language: the updated summaries and early sections explain reader payoff in plain language.
PASS - Docs writing checklist 4 full names before acronyms: the touched prose expands reinforcement learning before RL and otherwise keeps acronym usage understandable in context.
PASS - Docs writing checklist 5 distinct section jobs: the revised sections separate origin, optimization, practical benefit, and nearby-comparison roles cleanly.
PASS - Docs writing checklist 6 math sections keep symbol-only definitions: the touched pages did not introduce nonconforming math-definition prose.
PASS - Docs writing checklist 7 no process/meta language: the touched customer-facing copy does not leak workflow/process language.
PASS - Docs writing checklist 8 no reader-shortcut callouts: none introduced.
PASS - Docs writing checklist 9 companion quality checklist: the touched pages remain aligned with the quality checklist below.
PASS - Docs quality 1 one folded summary at top: preserved on the touched canonical pages.
PASS - Docs quality 2 fewest words needed: the updated copy is tighter and more precise than the previous downstream-attribution wording.
PASS - Docs quality 3 clear for a technical layperson: the revised explanations are direct and concrete.
PASS - Docs quality 4 makes sense in isolation: the touched pages explain the parent concept before the DeepSeek-specific variant/use.
PASS - Docs quality 5 states reader payoff directly: the updated summaries and practical-benefit sections do this.
PASS - Docs quality 6 full names before acronyms: preserved.
PASS - Docs quality 7 stays on topic without repetition: the revised lineage wording reduces repeated or misleading claims.
PASS - Docs quality 8 backs claims with citations and registry-backed links: verified in the rendered references and associated-record sections.

Blocking action needed
FAIL - Mergeability: GitHub reports merge conflicts on the current head. Rebase onto main, resolve the conflicts, and push the updated branch. After that, this is ready for a final recheck and merge if the conflict resolution does not introduce regressions.

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