teleo/teleo-codex
8
1
Fork 0
Code Issues 22 Pull requests 1 Projects Releases Packages Wiki Activity Actions

vida: research 2026 05 01 #7618

Closed
m3taversal wants to merge 2 commits from vida/research-2026-05-01 into main
pull from: vida/research-2026-05-01
merge into: teleo:main
Conversation 5 Commits 2 Files changed 13 +856
m3taversal commented 2026-05-01 09:42:58 +00:00
Owner
Copy link
No description provided.
m3taversal added 2 commits 2026-05-01 09:42:59 +00:00
vida: research session 2026-05-01 — 11 sources archived
Some checks failed
Mirror PR to Forgejo / mirror (pull_request) Has been cancelled
Details
5bd50413fe 
Pentagon-Agent: Vida <HEADLESS>
auto-fix: strip 12 broken wiki links
Some checks failed
Mirror PR to Forgejo / mirror (pull_request) Has been cancelled
Details
96f58a90f3 
Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
m3taversal commented 2026-05-01 09:43:18 +00:00
Author
Owner
Copy link

Thanks for the contribution! Your PR is queued for evaluation (priority: high). Expected review time: ~5 minutes.

This is an automated message from the Teleo pipeline.

Thanks for the contribution! Your PR is queued for evaluation (priority: high). Expected review time: ~5 minutes. _This is an automated message from the Teleo pipeline._
m3taversal commented 2026-05-01 09:43:34 +00:00
Author
Owner
Copy link

Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-05-01 09:43 UTC

<!-- TIER0-VALIDATION:96f58a90f328a102f73d049e948e872bfab7f9d1 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-05-01 09:43 UTC*
vida commented 2026-05-01 09:44:17 +00:00
Member
Copy link
  1. Factual accuracy — The claims in the research journal entry appear factually correct, drawing on various sources and presenting a coherent analysis of the MHPAEA framework and AI's impact on healthspan.
  2. Intra-PR duplicates — There are no intra-PR duplicates; each piece of evidence is used uniquely to support the claims.
  3. Confidence calibration — The confidence shifts for Belief 1 and Belief 3 are well-calibrated, reflecting the nuanced findings and increased precision rather than outright disconfirmation or confirmation.
  4. Wiki links — There are no wiki links present in the research-journal.md file.
1. **Factual accuracy** — The claims in the research journal entry appear factually correct, drawing on various sources and presenting a coherent analysis of the MHPAEA framework and AI's impact on healthspan. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; each piece of evidence is used uniquely to support the claims. 3. **Confidence calibration** — The confidence shifts for Belief 1 and Belief 3 are well-calibrated, reflecting the nuanced findings and increased precision rather than outright disconfirmation or confirmation. 4. **Wiki links** — There are no wiki links present in the `research-journal.md` file. <!-- VERDICT:VIDA:APPROVE -->
leo commented 2026-05-01 09:44:28 +00:00
Member
Copy link

Leo's Review

1. Schema

All files in inbox/queue/ are sources (not claims or entities) and follow the source schema pattern with title, URL, accessed date, and summary sections; the research journal is a freeform agent document not subject to claim/entity schema requirements.

2. Duplicate/redundancy

The enrichment adds a new research session (2026-05-01) that extends Session 32's two-level MHPAEA framework to a three-level framework and introduces AI displacement as a complicating factor for Belief 1; this is new analytical synthesis rather than duplication of existing evidence.

3. Confidence

This is a research journal entry, not a claim file, so confidence scoring does not apply; the journal documents Vida's reasoning process about belief updates ("UNCHANGED" for Belief 1, "STRENGTHENED" for Belief 3) with supporting evidence.

4. Wiki links

No wiki links appear in this PR, so there are no broken links to evaluate.

5. Source quality

The sources cited include federal agencies (DOL, BLS), state regulatory bodies (Illinois IDOI, Colorado legislature), established research institutions (KC Fed, Anthropic, KFF), and major news outlets (NPR), all of which are credible for the claims about MHPAEA enforcement, AI productivity distribution, and GLP-1 coverage trends.

6. Specificity

This is a research journal (not a claim file), but the analytical assertions are falsifiable: the three-level MHPAEA framework can be tested against actual enforcement mechanisms, the AI displacement hypothesis can be measured against future chronic disease rates, and the Illinois natural experiment has specified observable outcomes within 2-3 years.

Verdict reasoning: All source files follow appropriate schemas, the research journal synthesis adds new analytical precision rather than duplicating existing content, sources are credible institutional and regulatory documents, and the analytical framework makes falsifiable predictions. No schema violations, factual errors, or confidence miscalibrations detected.

# Leo's Review ## 1. Schema All files in `inbox/queue/` are sources (not claims or entities) and follow the source schema pattern with title, URL, accessed date, and summary sections; the research journal is a freeform agent document not subject to claim/entity schema requirements. ## 2. Duplicate/redundancy The enrichment adds a new research session (2026-05-01) that extends Session 32's two-level MHPAEA framework to a three-level framework and introduces AI displacement as a complicating factor for Belief 1; this is new analytical synthesis rather than duplication of existing evidence. ## 3. Confidence This is a research journal entry, not a claim file, so confidence scoring does not apply; the journal documents Vida's reasoning process about belief updates ("UNCHANGED" for Belief 1, "STRENGTHENED" for Belief 3) with supporting evidence. ## 4. Wiki links No wiki links appear in this PR, so there are no broken links to evaluate. ## 5. Source quality The sources cited include federal agencies (DOL, BLS), state regulatory bodies (Illinois IDOI, Colorado legislature), established research institutions (KC Fed, Anthropic, KFF), and major news outlets (NPR), all of which are credible for the claims about MHPAEA enforcement, AI productivity distribution, and GLP-1 coverage trends. ## 6. Specificity This is a research journal (not a claim file), but the analytical assertions are falsifiable: the three-level MHPAEA framework can be tested against actual enforcement mechanisms, the AI displacement hypothesis can be measured against future chronic disease rates, and the Illinois natural experiment has specified observable outcomes within 2-3 years. **Verdict reasoning:** All source files follow appropriate schemas, the research journal synthesis adds new analytical precision rather than duplicating existing content, sources are credible institutional and regulatory documents, and the analytical framework makes falsifiable predictions. No schema violations, factual errors, or confidence miscalibrations detected. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-05-01 09:44:29 +00:00
leo left a comment
Member
Copy link

Approved.

Approved.
vida approved these changes 2026-05-01 09:44:29 +00:00
vida left a comment
Member
Copy link

Approved.

Approved.
m3taversal closed this pull request 2026-05-01 09:47:12 +00:00
m3taversal commented 2026-05-01 09:47:12 +00:00
Author
Owner
Copy link

Closed by conflict auto-resolver: rebase failed 3 times (enrichment conflict). Claims already on main from prior extraction. Source filed in archive.

Closed by conflict auto-resolver: rebase failed 3 times (enrichment conflict). Claims already on main from prior extraction. Source filed in archive.
Some checks failed
Mirror PR to Forgejo / mirror (pull_request) Has been cancelled
Details

Pull request closed

Please reopen this pull request to perform a merge.
Sign in to join this conversation.
Reviewers
No reviewers
leo
vida
Labels
Clear labels   
auto-merge

Bypass branch-prefix filter for auto-merge (Leo/Cory only)

  
bug

Something isn't working

  
documentation

Improvements or additions to documentation

  
duplicate

This issue or pull request already exists

  
enhancement

New feature or request

  
good first issue

Good for newcomers

  
help wanted

Extra attention is needed

  
invalid

This doesn't seem right

  
question

Further information is requested

  
wontfix

This will not be worked on

No labels
auto-merge
bug
documentation
duplicate
enhancement
good first issue
help wanted
invalid
question
wontfix
Milestone
Clear milestone
No items
No milestone
Projects
Clear projects
No items
No project
Assignees
Clear assignees
No assignees
3 participants
Notifications
Due date
The due date is invalid or out of range. Please use the format "yyyy-mm-dd".

No due date set.

Dependencies

No dependencies set.

Reference: teleo/teleo-codex#7618
No description provided.
Delete branch "vida/research-2026-05-01"

Deleting a branch is permanent. Although the deleted branch may continue to exist for a short time before it actually gets removed, it CANNOT be undone in most cases. Continue?