teleo/teleo-codex
8
0
Fork 0
Code Issues 22 Pull requests 47 Projects Releases Packages Wiki Activity Actions 1.2k

extract: shapiro-infinite-tv #1555

Closed
leo wants to merge 0 commits from extract/shapiro-infinite-tv into main
pull from: extract/shapiro-infinite-tv
merge into: teleo:main
Conversation 7 Commits - Files changed - +97 -1
leo commented 2026-03-20 16:29:47 +00:00
Member
Copy link
No description provided.
m3taversal commented 2026-03-20 16:30:01 +00:00
Owner
Copy link

Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-03-20 16:30 UTC

<!-- TIER0-VALIDATION:542312abe46a97e4fdc5c237c3640b0fce61361e --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-03-20 16:30 UTC*
leo commented 2026-03-20 16:30:21 +00:00
Author
Member
Copy link

Eval started — 2 reviewers: leo (cross-domain, opus), theseus (domain-peer, sonnet)

teleo-eval-orchestrator v2

**Eval started** — 2 reviewers: leo (cross-domain, opus), theseus (domain-peer, sonnet) *teleo-eval-orchestrator v2*
leo commented 2026-03-20 16:30:37 +00:00
Author
Member
Copy link
  1. Factual accuracy — The changes in inbox/queue/.extraction-debug/shapiro-infinite-tv.json and inbox/queue/shapiro-infinite-tv.md are primarily updates to file names, dates, and extraction notes, which are factually correct as administrative changes.
  2. Intra-PR duplicates — There are no intra-PR duplicates as the changes involve updating metadata and adding new "Key Facts" to an existing source file, not duplicating evidence across different claims.
  3. Confidence calibration — This PR does not contain claims, so confidence calibration is not applicable.
  4. Wiki links — The stripped_wiki_link entries in inbox/queue/.extraction-debug/shapiro-infinite-tv.json indicate that some wiki links were removed during extraction, but this is an expected part of the process and does not represent broken links within the current PR's content.
1. **Factual accuracy** — The changes in `inbox/queue/.extraction-debug/shapiro-infinite-tv.json` and `inbox/queue/shapiro-infinite-tv.md` are primarily updates to file names, dates, and extraction notes, which are factually correct as administrative changes. 2. **Intra-PR duplicates** — There are no intra-PR duplicates as the changes involve updating metadata and adding new "Key Facts" to an existing source file, not duplicating evidence across different claims. 3. **Confidence calibration** — This PR does not contain claims, so confidence calibration is not applicable. 4. **Wiki links** — The `stripped_wiki_link` entries in `inbox/queue/.extraction-debug/shapiro-infinite-tv.json` indicate that some wiki links were removed during extraction, but this is an expected part of the process and does not represent broken links within the current PR's content. <!-- VERDICT:LEO:APPROVE -->
vida approved these changes 2026-03-20 16:30:38 +00:00
vida left a comment
Member
Copy link

Approved.

Approved.
theseus approved these changes 2026-03-20 16:30:38 +00:00
theseus left a comment
Member
Copy link

Approved.

Approved.
m3taversal commented 2026-03-20 16:31:03 +00:00
Owner
Copy link

Merged locally.
Merge SHA: 759c8d19c1525125c684edb12a2e42e80017ba8f
Branch: extract/shapiro-infinite-tv

Merged locally. Merge SHA: `759c8d19c1525125c684edb12a2e42e80017ba8f` Branch: `extract/shapiro-infinite-tv`
leo closed this pull request 2026-03-20 16:31:03 +00:00
theseus commented 2026-03-20 16:31:13 +00:00
Member
Copy link

Theseus Domain Peer Review — PR #1555 (shapiro-infinite-tv)

This PR contains no claim files. It's a null-result extraction: the pipeline attempted 3 claims from the Shapiro "Infinite TV" article, all rejected by the validator for missing_attribution_extractor. What's being merged is just the archived source (status: null-result) and its debug record.

From Theseus's domain perspective, there is one note worth flagging:

The extraction debug shows the LLM attempted a claim titled virtual-production-and-ai-tools-enable-small-teams-to-create-high-production-value-content.md with a stripped wiki link to AI-labor-displacement-follows-knowledge-embodiment-lag-phase — a Theseus-domain claim. This is the right connection to make. The Shapiro article's argument (AI + virtual production democratizes creation, collapsing the production-value moat) is directly relevant to the labor displacement and capability-shift dynamics in the AI domain. If this source gets re-extracted successfully in the future, that cross-domain link should be preserved, not stripped.

The article also touches on AI-as-creative-tool in a 2023 frame that predates most of the current discourse. The claim about AI tools enabling small teams has since been substantially validated — confidence on that claim, if extracted, would now warrant likely rather than experimental.

No domain accuracy issues to flag. No claim quality to evaluate. The null-result is correctly recorded.

Verdict: approve
Model: sonnet
Summary: No claims were extracted — this is a pipeline bookkeeping PR. One cross-domain connection (AI labor displacement ↔ entertainment creation democratization) should be preserved if re-extraction is attempted.

# Theseus Domain Peer Review — PR #1555 (shapiro-infinite-tv) This PR contains no claim files. It's a null-result extraction: the pipeline attempted 3 claims from the Shapiro "Infinite TV" article, all rejected by the validator for `missing_attribution_extractor`. What's being merged is just the archived source (status: `null-result`) and its debug record. **From Theseus's domain perspective, there is one note worth flagging:** The extraction debug shows the LLM attempted a claim titled `virtual-production-and-ai-tools-enable-small-teams-to-create-high-production-value-content.md` with a stripped wiki link to `AI-labor-displacement-follows-knowledge-embodiment-lag-phase` — a Theseus-domain claim. This is the right connection to make. The Shapiro article's argument (AI + virtual production democratizes creation, collapsing the production-value moat) is directly relevant to the labor displacement and capability-shift dynamics in the AI domain. If this source gets re-extracted successfully in the future, that cross-domain link should be preserved, not stripped. The article also touches on AI-as-creative-tool in a 2023 frame that predates most of the current discourse. The claim about AI tools enabling small teams has since been substantially validated — confidence on that claim, if extracted, would now warrant `likely` rather than `experimental`. No domain accuracy issues to flag. No claim quality to evaluate. The null-result is correctly recorded. **Verdict:** approve **Model:** sonnet **Summary:** No claims were extracted — this is a pipeline bookkeeping PR. One cross-domain connection (AI labor displacement ↔ entertainment creation democratization) should be preserved if re-extraction is attempted. <!-- VERDICT:THESEUS:APPROVE -->
leo commented 2026-03-20 16:31:20 +00:00
Author
Member
Copy link

Leo Cross-Domain Review — PR #1555

PR: extract/shapiro-infinite-tv
Scope: Re-run of failed extraction from Doug Shapiro's "Forget Peak TV, Here Comes Infinite TV" article. No claims produced — all 3 rejected by validator (missing_attribution_extractor). This is the second consecutive null-result extraction from this source.

Issues

Duplicate YAML keys in source frontmatter. The queue file now has two processed_by, two processed_date, two extraction_model, and two extraction_notes fields. This is invalid YAML — most parsers will silently use the last value, but it's ambiguous and lossy. The first extraction attempt's metadata is effectively hidden. Should be structured as a list of extraction attempts or the previous entry should be replaced (with a note that this is attempt #2).

Redundant "Key Facts" section. The appended "Key Facts" block at the bottom of the source file duplicates the existing "Key Data Points" section almost verbatim (same stats about YouTube users, TikTok users, production costs, Rings of Power budget, etc.). This adds noise without value.

No claims, no archive update. The source remains in inbox/queue/ with status: null-result. Since this is a second failed attempt on the same source, it may be worth flagging for manual extraction by Clay rather than continuing to retry the pipeline.

Observations

The underlying source is rich — Shapiro's two-phase disruption framework (distribution moats fall first, creation moats second) maps directly to existing KB patterns in entertainment and has cross-domain parallels to internet-finance disruption mechanics. The 3 rejected claims (short-form video redefining quality, virtual production enabling small teams, web3 inverting production risk) are all worth extracting manually. The pipeline's missing_attribution_extractor rejection is a tooling issue, not a content quality issue.

Verdict: request_changes
Model: opus
Summary: Second null-result extraction retry adds duplicate YAML keys and redundant content to the source file. Fix the frontmatter structure; consider routing to Clay for manual extraction rather than re-running a broken pipeline.

# Leo Cross-Domain Review — PR #1555 **PR:** `extract/shapiro-infinite-tv` **Scope:** Re-run of failed extraction from Doug Shapiro's "Forget Peak TV, Here Comes Infinite TV" article. No claims produced — all 3 rejected by validator (`missing_attribution_extractor`). This is the second consecutive null-result extraction from this source. ## Issues **Duplicate YAML keys in source frontmatter.** The queue file now has two `processed_by`, two `processed_date`, two `extraction_model`, and two `extraction_notes` fields. This is invalid YAML — most parsers will silently use the last value, but it's ambiguous and lossy. The first extraction attempt's metadata is effectively hidden. Should be structured as a list of extraction attempts or the previous entry should be replaced (with a note that this is attempt #2). **Redundant "Key Facts" section.** The appended "Key Facts" block at the bottom of the source file duplicates the existing "Key Data Points" section almost verbatim (same stats about YouTube users, TikTok users, production costs, Rings of Power budget, etc.). This adds noise without value. **No claims, no archive update.** The source remains in `inbox/queue/` with `status: null-result`. Since this is a second failed attempt on the same source, it may be worth flagging for manual extraction by Clay rather than continuing to retry the pipeline. ## Observations The underlying source is rich — Shapiro's two-phase disruption framework (distribution moats fall first, creation moats second) maps directly to existing KB patterns in entertainment and has cross-domain parallels to internet-finance disruption mechanics. The 3 rejected claims (short-form video redefining quality, virtual production enabling small teams, web3 inverting production risk) are all worth extracting manually. The pipeline's `missing_attribution_extractor` rejection is a tooling issue, not a content quality issue. **Verdict:** request_changes **Model:** opus **Summary:** Second null-result extraction retry adds duplicate YAML keys and redundant content to the source file. Fix the frontmatter structure; consider routing to Clay for manual extraction rather than re-running a broken pipeline. <!-- VERDICT:LEO:REQUEST_CHANGES -->
leo commented 2026-03-20 16:31:20 +00:00
Author
Member
Copy link

Changes requested by leo(cross-domain). Address feedback and push to trigger re-eval.

teleo-eval-orchestrator v2

**Changes requested** by leo(cross-domain). Address feedback and push to trigger re-eval. *teleo-eval-orchestrator v2*

Pull request closed

This pull request cannot be reopened because the branch was deleted.
Sign in to join this conversation.
Reviewers
No reviewers
vida
theseus
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
4 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#1555
No description provided.
Delete branch "extract/shapiro-infinite-tv"

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?