From 5ea47cac9c0c4dc1996f4e4e147dfc118f7fe5f2 Mon Sep 17 00:00:00 2001 From: Teleo Agents Date: Wed, 18 Mar 2026 15:57:10 +0000 Subject: [PATCH 1/8] extract: 2024-12-01-jama-internmed-maryland-mtm-pilot-rct Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA> --- ...jama-internmed-maryland-mtm-pilot-rct.json | 25 +++++++++++++++++++ ...1-jama-internmed-maryland-mtm-pilot-rct.md | 16 +++++++++++- 2 files changed, 40 insertions(+), 1 deletion(-) create mode 100644 inbox/queue/.extraction-debug/2024-12-01-jama-internmed-maryland-mtm-pilot-rct.json diff --git a/inbox/queue/.extraction-debug/2024-12-01-jama-internmed-maryland-mtm-pilot-rct.json b/inbox/queue/.extraction-debug/2024-12-01-jama-internmed-maryland-mtm-pilot-rct.json new file mode 100644 index 00000000..6aca120d --- /dev/null +++ b/inbox/queue/.extraction-debug/2024-12-01-jama-internmed-maryland-mtm-pilot-rct.json @@ -0,0 +1,25 @@ +{ + "rejected_claims": [ + { + "filename": "medically-tailored-meals-plus-dietitian-counseling-showed-null-hba1c-improvement-in-pilot-rct-with-control-group-achieving-comparable-glycemic-improvement-through-medication-management.md", + "issues": [ + "missing_attribution_extractor" + ] + } + ], + "validation_stats": { + "total": 1, + "kept": 0, + "fixed": 2, + "rejected": 1, + "fixes_applied": [ + "medically-tailored-meals-plus-dietitian-counseling-showed-null-hba1c-improvement-in-pilot-rct-with-control-group-achieving-comparable-glycemic-improvement-through-medication-management.md:set_created:2026-03-18", + "medically-tailored-meals-plus-dietitian-counseling-showed-null-hba1c-improvement-in-pilot-rct-with-control-group-achieving-comparable-glycemic-improvement-through-medication-management.md:stripped_wiki_link:SDOH-interventions-show-strong-ROI-but-adoption-stalls-becau" + ], + "rejections": [ + "medically-tailored-meals-plus-dietitian-counseling-showed-null-hba1c-improvement-in-pilot-rct-with-control-group-achieving-comparable-glycemic-improvement-through-medication-management.md:missing_attribution_extractor" + ] + }, + "model": "anthropic/claude-sonnet-4.5", + "date": "2026-03-18" +} \ No newline at end of file diff --git a/inbox/queue/2024-12-01-jama-internmed-maryland-mtm-pilot-rct.md b/inbox/queue/2024-12-01-jama-internmed-maryland-mtm-pilot-rct.md index a0493a49..c32185f7 100644 --- a/inbox/queue/2024-12-01-jama-internmed-maryland-mtm-pilot-rct.md +++ b/inbox/queue/2024-12-01-jama-internmed-maryland-mtm-pilot-rct.md @@ -7,9 +7,13 @@ date: 2024-12-01 domain: health secondary_domains: [] format: journal-article -status: unprocessed +status: null-result priority: high tags: [medically-tailored-meals, mtm, rct, hba1c, null-result, diabetes, food-as-medicine, pilot-trial] +processed_by: vida +processed_date: 2026-03-18 +extraction_model: "anthropic/claude-sonnet-4.5" +extraction_notes: "LLM returned 1 claims, 1 rejected by validator" --- ## Content @@ -66,3 +70,13 @@ Pilot randomized trial of medically tailored meals for low-income adults with ty PRIMARY CONNECTION: Food-as-medicine clinical evidence — the most intensive intervention type (MTM + dietitian) also shows null HbA1c result WHY ARCHIVED: Critical new evidence that the simulation-vs-RCT gap persists even for the "best" FIM intervention — changes the confidence level for food-as-medicine clinical outcome claims EXTRACTION HINT: Pair with the JAMA Doyle RCT null result. Two controlled trials, two intervention types (food pharmacy vs. MTM), same null HbA1c finding. This is a pattern, not a single study artifact. + + +## Key Facts +- Maryland pilot RCT enrolled 74 adults with type 2 diabetes, 77% completed data collection +- Study demographics: mean age 48 years, 40% male, 77% Black, mean baseline HbA1c 10.3% +- Intervention: 12 medically tailored frozen meals + fresh produce bag weekly for 3 months, plus monthly dietitian calls for 6 months +- Treatment group HbA1c change: -0.7%, Control group: -0.6% (not statistically significant) +- Control group reported more favorable diabetes medication changes than treatment group +- Study funded by Robert Wood Johnson Foundation +- Published in Journal of General Internal Medicine 2024 -- 2.45.2 From 788a579eaf9ad2bbbd376d8ab3ac41e8f001b0b8 Mon Sep 17 00:00:00 2001 From: Teleo Agents Date: Wed, 18 Mar 2026 16:00:18 +0000 Subject: [PATCH 2/8] extract: 2025-02-04-hhs-food-is-medicine-landscape-summary Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA> --- ...hs-food-is-medicine-landscape-summary.json | 25 +++++++++++++++++++ ...-hhs-food-is-medicine-landscape-summary.md | 13 +++++++++- 2 files changed, 37 insertions(+), 1 deletion(-) create mode 100644 inbox/queue/.extraction-debug/2025-02-04-hhs-food-is-medicine-landscape-summary.json diff --git a/inbox/queue/.extraction-debug/2025-02-04-hhs-food-is-medicine-landscape-summary.json b/inbox/queue/.extraction-debug/2025-02-04-hhs-food-is-medicine-landscape-summary.json new file mode 100644 index 00000000..e18124dd --- /dev/null +++ b/inbox/queue/.extraction-debug/2025-02-04-hhs-food-is-medicine-landscape-summary.json @@ -0,0 +1,25 @@ +{ + "rejected_claims": [ + { + "filename": "food-is-medicine-evidence-quality-varies-by-intervention-type-with-medically-tailored-meals-showing-strong-utilization-reduction-while-produce-prescriptions-lack-clinical-outcome-data.md", + "issues": [ + "missing_attribution_extractor" + ] + } + ], + "validation_stats": { + "total": 1, + "kept": 0, + "fixed": 2, + "rejected": 1, + "fixes_applied": [ + "food-is-medicine-evidence-quality-varies-by-intervention-type-with-medically-tailored-meals-showing-strong-utilization-reduction-while-produce-prescriptions-lack-clinical-outcome-data.md:set_created:2026-03-18", + "food-is-medicine-evidence-quality-varies-by-intervention-type-with-medically-tailored-meals-showing-strong-utilization-reduction-while-produce-prescriptions-lack-clinical-outcome-data.md:stripped_wiki_link:SDOH-interventions-show-strong-ROI-but-adoption-stalls-becau" + ], + "rejections": [ + "food-is-medicine-evidence-quality-varies-by-intervention-type-with-medically-tailored-meals-showing-strong-utilization-reduction-while-produce-prescriptions-lack-clinical-outcome-data.md:missing_attribution_extractor" + ] + }, + "model": "anthropic/claude-sonnet-4.5", + "date": "2026-03-18" +} \ No newline at end of file diff --git a/inbox/queue/2025-02-04-hhs-food-is-medicine-landscape-summary.md b/inbox/queue/2025-02-04-hhs-food-is-medicine-landscape-summary.md index 44422ad3..9bd92e8b 100644 --- a/inbox/queue/2025-02-04-hhs-food-is-medicine-landscape-summary.md +++ b/inbox/queue/2025-02-04-hhs-food-is-medicine-landscape-summary.md @@ -7,9 +7,13 @@ date: 2025-02-04 domain: health secondary_domains: [] format: report -status: unprocessed +status: null-result priority: high tags: [food-is-medicine, federal-policy, sdoh, nutrition, medicaid, evidence-framework] +processed_by: vida +processed_date: 2026-03-18 +extraction_model: "anthropic/claude-sonnet-4.5" +extraction_notes: "LLM returned 1 claims, 1 rejected by validator" --- ## Content @@ -61,3 +65,10 @@ HHS, in collaboration with other federal departments through the Federal Food Is PRIMARY CONNECTION: Existing SDOH claim about intervention ROI WHY ARCHIVED: Federal taxonomy document that defines the intervention spectrum — essential context for any FIM claim in the KB EXTRACTION HINT: Extract the intervention taxonomy (MTMs vs. MTGs vs. produce prescriptions vs. education) with evidence quality for each. The document's own caveats are the most honest signal about the evidence base. + + +## Key Facts +- Federal Food Is Medicine definition: 'Interventions encompassing a broad range of approaches that promote optimal health and reduce disease burden by providing nutritious food — with human services, education, and policy change, through collaboration at the nexus of health care and community' +- 16 states had approved or pending Section 1115 demonstrations for FIM coverage as of February 2025 +- HHS Food Is Medicine Landscape Summary published February 4, 2025 +- Federal FIM Collaborative includes USDA, CMS, HRSA, CDC, NIH, and HHS ODPHP -- 2.45.2 From 6fffa7c95f332842ac53e4faf4b044f1943d97ba Mon Sep 17 00:00:00 2001 From: Teleo Agents Date: Wed, 18 Mar 2026 16:01:25 +0000 Subject: [PATCH 3/8] extract: 2025-04-01-health-affairs-mtm-scaling-modeling Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA> --- ...1-health-affairs-mtm-scaling-modeling.json | 34 +++++++++++++++++++ ...-01-health-affairs-mtm-scaling-modeling.md | 17 +++++++++- 2 files changed, 50 insertions(+), 1 deletion(-) create mode 100644 inbox/queue/.extraction-debug/2025-04-01-health-affairs-mtm-scaling-modeling.json diff --git a/inbox/queue/.extraction-debug/2025-04-01-health-affairs-mtm-scaling-modeling.json b/inbox/queue/.extraction-debug/2025-04-01-health-affairs-mtm-scaling-modeling.json new file mode 100644 index 00000000..2d7a9897 --- /dev/null +++ b/inbox/queue/.extraction-debug/2025-04-01-health-affairs-mtm-scaling-modeling.json @@ -0,0 +1,34 @@ +{ + "rejected_claims": [ + { + "filename": "medically-tailored-meals-show-null-glycemic-outcomes-in-controlled-trials-despite-strongest-observational-evidence.md", + "issues": [ + "missing_attribution_extractor" + ] + }, + { + "filename": "food-as-medicine-hospitalization-reduction-evidence-is-separate-from-glycemic-control-evidence-suggesting-different-mechanisms.md", + "issues": [ + "missing_attribution_extractor" + ] + } + ], + "validation_stats": { + "total": 2, + "kept": 0, + "fixed": 4, + "rejected": 2, + "fixes_applied": [ + "medically-tailored-meals-show-null-glycemic-outcomes-in-controlled-trials-despite-strongest-observational-evidence.md:set_created:2026-03-18", + "medically-tailored-meals-show-null-glycemic-outcomes-in-controlled-trials-despite-strongest-observational-evidence.md:stripped_wiki_link:SDOH-interventions-show-strong-ROI-but-adoption-stalls-becau", + "food-as-medicine-hospitalization-reduction-evidence-is-separate-from-glycemic-control-evidence-suggesting-different-mechanisms.md:set_created:2026-03-18", + "food-as-medicine-hospitalization-reduction-evidence-is-separate-from-glycemic-control-evidence-suggesting-different-mechanisms.md:stripped_wiki_link:medical-care-explains-only-10-20-percent-of-health-outcomes-" + ], + "rejections": [ + "medically-tailored-meals-show-null-glycemic-outcomes-in-controlled-trials-despite-strongest-observational-evidence.md:missing_attribution_extractor", + "food-as-medicine-hospitalization-reduction-evidence-is-separate-from-glycemic-control-evidence-suggesting-different-mechanisms.md:missing_attribution_extractor" + ] + }, + "model": "anthropic/claude-sonnet-4.5", + "date": "2026-03-18" +} \ No newline at end of file diff --git a/inbox/queue/2025-04-01-health-affairs-mtm-scaling-modeling.md b/inbox/queue/2025-04-01-health-affairs-mtm-scaling-modeling.md index 83c3496c..c3136680 100644 --- a/inbox/queue/2025-04-01-health-affairs-mtm-scaling-modeling.md +++ b/inbox/queue/2025-04-01-health-affairs-mtm-scaling-modeling.md @@ -7,9 +7,13 @@ date: 2025-04-01 domain: health secondary_domains: [] format: journal-article -status: unprocessed +status: null-result priority: medium tags: [medically-tailored-meals, mtm, health-economics, simulation, modeling, evidence-gaps, scaling, cost-effectiveness] +processed_by: vida +processed_date: 2026-03-18 +extraction_model: "anthropic/claude-sonnet-4.5" +extraction_notes: "LLM returned 2 claims, 2 rejected by validator" --- ## Content @@ -68,3 +72,14 @@ The simulation model projects cost savings; the perspective paper notes the evid PRIMARY CONNECTION: Food-as-medicine evidence claims — extends Session 1's produce prescription finding to MTMs WHY ARCHIVED: Documents the simulation-vs-RCT gap at the highest level of FIM intervention intensity; the Maryland MTM pilot null result is the key new finding EXTRACTION HINT: Focus on the Maryland MTM pilot null result (HbA1c -0.7% vs. -0.6%, not significant) — this is the strongest disconfirmation of the "better interventions fix the problem" hypothesis + + +## Key Facts +- Health Affairs published two simultaneous papers on MTM scaling in April 2025: a simulation model (hlthaff.2024.01307) and a perspective critique (hlthaff.2025.00161) +- The simulation model projected MTMs would be cost-saving in nearly all US states +- The perspective paper called for 'integrating real-world variations in MTM program design into future models, including dose, duration, and ancillary services' +- Maryland MTM pilot (2024, JGIM): 74 adults, frozen meals + dietitian calls for 6 months, HbA1c change -0.7% treatment vs -0.6% control (not significant) +- FAME-D trial ongoing: 200 adults, comparing MTMs to $40/month food subsidy +- Australian MTM trial commenced Q1 2023, results anticipated March 2025 +- 16 states had active or pending Section 1115 waivers for FIM coverage at time of publication +- Older MTM observational studies showed 49% reduction in hospital admissions -- 2.45.2 From 571e9deb35b8533072ebe61755fd76f4f018f4b5 Mon Sep 17 00:00:00 2001 From: Leo Date: Wed, 18 Mar 2026 16:03:53 +0000 Subject: [PATCH 4/8] extract: 2025-08-01-apha-food-is-medicine-health-equity-report (#1272) --- ...food-is-medicine-health-equity-report.json | 36 +++++++++++++++++++ ...a-food-is-medicine-health-equity-report.md | 15 +++++++- 2 files changed, 50 insertions(+), 1 deletion(-) create mode 100644 inbox/queue/.extraction-debug/2025-08-01-apha-food-is-medicine-health-equity-report.json diff --git a/inbox/queue/.extraction-debug/2025-08-01-apha-food-is-medicine-health-equity-report.json b/inbox/queue/.extraction-debug/2025-08-01-apha-food-is-medicine-health-equity-report.json new file mode 100644 index 00000000..be466790 --- /dev/null +++ b/inbox/queue/.extraction-debug/2025-08-01-apha-food-is-medicine-health-equity-report.json @@ -0,0 +1,36 @@ +{ + "rejected_claims": [ + { + "filename": "food-as-medicine-programs-serve-dual-purposes-requiring-different-evidence-standards-for-clinical-outcomes-versus-health-equity-goals.md", + "issues": [ + "missing_attribution_extractor" + ] + }, + { + "filename": "food-as-medicine-implementation-risks-reproducing-health-disparities-by-reaching-motivated-populations-while-missing-highest-need-groups.md", + "issues": [ + "no_frontmatter" + ] + } + ], + "validation_stats": { + "total": 2, + "kept": 0, + "fixed": 6, + "rejected": 2, + "fixes_applied": [ + "food-as-medicine-programs-serve-dual-purposes-requiring-different-evidence-standards-for-clinical-outcomes-versus-health-equity-goals.md:set_created:2026-03-18", + "food-as-medicine-programs-serve-dual-purposes-requiring-different-evidence-standards-for-clinical-outcomes-versus-health-equity-goals.md:stripped_wiki_link:SDOH-interventions-show-strong-ROI-but-adoption-stalls-becau", + "food-as-medicine-programs-serve-dual-purposes-requiring-different-evidence-standards-for-clinical-outcomes-versus-health-equity-goals.md:stripped_wiki_link:medical-care-explains-only-10-20-percent-of-health-outcomes-", + "food-as-medicine-implementation-risks-reproducing-health-disparities-by-reaching-motivated-populations-while-missing-highest-need-groups.md:set_created:2026-03-18", + "food-as-medicine-implementation-risks-reproducing-health-disparities-by-reaching-motivated-populations-while-missing-highest-need-groups.md:stripped_wiki_link:lower-income-patients-show-higher-glp-1-discontinuation-rate", + "food-as-medicine-implementation-risks-reproducing-health-disparities-by-reaching-motivated-populations-while-missing-highest-need-groups.md:stripped_wiki_link:SDOH-interventions-show-strong-ROI-but-adoption-stalls-becau" + ], + "rejections": [ + "food-as-medicine-programs-serve-dual-purposes-requiring-different-evidence-standards-for-clinical-outcomes-versus-health-equity-goals.md:missing_attribution_extractor", + "food-as-medicine-implementation-risks-reproducing-health-disparities-by-reaching-motivated-populations-while-missing-highest-need-groups.md:no_frontmatter" + ] + }, + "model": "anthropic/claude-sonnet-4.5", + "date": "2026-03-18" +} \ No newline at end of file diff --git a/inbox/queue/2025-08-01-apha-food-is-medicine-health-equity-report.md b/inbox/queue/2025-08-01-apha-food-is-medicine-health-equity-report.md index ae92e3b2..c87e6596 100644 --- a/inbox/queue/2025-08-01-apha-food-is-medicine-health-equity-report.md +++ b/inbox/queue/2025-08-01-apha-food-is-medicine-health-equity-report.md @@ -7,9 +7,13 @@ date: 2025-08-01 domain: health secondary_domains: [] format: report -status: unprocessed +status: null-result priority: medium tags: [food-is-medicine, health-equity, nutrition, public-health, apha, policy-advocacy, disparities] +processed_by: vida +processed_date: 2026-03-18 +extraction_model: "anthropic/claude-sonnet-4.5" +extraction_notes: "LLM returned 2 claims, 2 rejected by validator" --- ## Content @@ -67,3 +71,12 @@ APHA published a comprehensive report "Food is Medicine: Advancing Health Equity PRIMARY CONNECTION: Health equity and SDOH territory — Cory's stated priority from the research directive WHY ARCHIVED: The equity-vs-clinical framing distinction is essential context for any FIM policy claim; changes what "evidence" is required depending on the policy goal EXTRACTION HINT: The key extractable insight is the reframing: FIM programs serve two purposes (clinical outcomes + food security/equity) that require different evidence standards. A program that improves food security and diet quality is a public health success even if it doesn't improve HbA1c. The KB should distinguish these two claims. + + +## Key Facts +- Poor nutrition in the US causes more than 600,000 deaths annually (APHA 2025) +- Poor nutrition costs an estimated $1.1 trillion annually in health care spending and lost productivity (APHA 2025) +- A majority of Americans expressed interest in participating in FIM interventions (Health Affairs survey cited in APHA report) +- More than two-thirds of Americans believe Medicare and Medicaid should help pay for FIM programs (Health Affairs survey) +- APHA report published August 2025, after VBID termination (November 2024) and HHS FIM Landscape Summary (February 2025) +- AJPH companion piece published in Volume 115, Issue 9, 2025 -- 2.45.2 From 598855b55d48967a00c901ce2d4dd1d3e77647ee Mon Sep 17 00:00:00 2001 From: Teleo Agents Date: Wed, 18 Mar 2026 16:03:34 +0000 Subject: [PATCH 5/8] extract: 2025-11-01-critical-role-legend-vox-machina-mighty-nein-distribution-graduation Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA> --- ...s-because-subscribers-choose-deliberately.md | 6 ++++++ ...china-mighty-nein-distribution-graduation.md | 17 ++++++++++++++++- 2 files changed, 22 insertions(+), 1 deletion(-) diff --git a/domains/entertainment/creator-owned-direct-subscription-platforms-produce-qualitatively-different-audience-relationships-than-algorithmic-social-platforms-because-subscribers-choose-deliberately.md b/domains/entertainment/creator-owned-direct-subscription-platforms-produce-qualitatively-different-audience-relationships-than-algorithmic-social-platforms-because-subscribers-choose-deliberately.md index dd936e6d..b4dbf8cc 100644 --- a/domains/entertainment/creator-owned-direct-subscription-platforms-produce-qualitatively-different-audience-relationships-than-algorithmic-social-platforms-because-subscribers-choose-deliberately.md +++ b/domains/entertainment/creator-owned-direct-subscription-platforms-produce-qualitatively-different-audience-relationships-than-algorithmic-social-platforms-because-subscribers-choose-deliberately.md @@ -34,6 +34,12 @@ Nebula reports approximately 2/3 of subscribers on annual memberships, indicatin 88% of high-earning 'Entrepreneurial Creators' leverage their own websites and 75% have membership communities, compared to 'Social-First' creators who earn 189% less. The income differential provides economic evidence that owned platforms create different (and more valuable) audience relationships. + +### Additional Evidence (confirm) +*Source: [[2025-11-01-critical-role-legend-vox-machina-mighty-nein-distribution-graduation]] | Added: 2026-03-18* + +Critical Role maintained Beacon (owned subscription platform) simultaneously with Amazon Prime distribution. The Amazon partnership did NOT require abandoning the owned platform — they coexist. This proves distribution graduation to traditional media does not require choosing between reach and direct relationship; both are achievable simultaneously when community ownership is maintained throughout the trajectory. + --- Relevant Notes: diff --git a/inbox/queue/2025-11-01-critical-role-legend-vox-machina-mighty-nein-distribution-graduation.md b/inbox/queue/2025-11-01-critical-role-legend-vox-machina-mighty-nein-distribution-graduation.md index aecb297a..a18c8df8 100644 --- a/inbox/queue/2025-11-01-critical-role-legend-vox-machina-mighty-nein-distribution-graduation.md +++ b/inbox/queue/2025-11-01-critical-role-legend-vox-machina-mighty-nein-distribution-graduation.md @@ -7,9 +7,13 @@ date: 2025-11-01 domain: entertainment secondary_domains: [] format: article -status: unprocessed +status: enrichment priority: medium tags: [critical-role, TTRPG, actual-play, distribution-graduation, amazon-prime, animation, community-IP, legend-of-vox-machina, mighty-nein] +processed_by: clay +processed_date: 2026-03-18 +enrichments_applied: ["creator-owned-direct-subscription-platforms-produce-qualitatively-different-audience-relationships-than-algorithmic-social-platforms-because-subscribers-choose-deliberately.md"] +extraction_model: "anthropic/claude-sonnet-4.5" --- ## Content @@ -67,3 +71,14 @@ Synthesized from multiple sources covering Critical Role Productions' distributi PRIMARY CONNECTION: [[progressive validation through community building reduces development risk by proving audience demand before production investment]] WHY ARCHIVED: Critical Role is the most complete distribution graduation case study — Twitch → owned platform → Amazon while maintaining community. Validates Session 3's distribution graduation pattern with a more complete data set than existed in the original KB claims. EXTRACTION HINT: Focus on the graduation arc (each step validates before investing more) and the TTRPG editorial model (DM authority = creative coherence that made Amazon want the IP). The 100% RT score across both series is the quality validation. + + +## Key Facts +- Legend of Vox Machina has 100% critic score on Rotten Tomatoes across all three seasons +- The Mighty Nein has 100% critic score on Rotten Tomatoes +- Legend of Vox Machina Season 4 premieres June 3, 2026 +- Legend of Vox Machina Season 5 already confirmed as final season +- Critical Role Kickstarter raised $11.4M in 2019, making it the 3rd largest animation Kickstarter ever +- As of February 2025, Legend of Vox Machina had 19.7x average US show demand and ranked in 99.1th percentile in comedy genre +- Critical Role was #1 grossing Twitch channel for multiple years +- Critical Role launched Beacon subscription platform in 2021 -- 2.45.2 From af00a64e2a8da0fe211195b6111190b9415ca291 Mon Sep 17 00:00:00 2001 From: Teleo Agents Date: Wed, 18 Mar 2026 16:05:40 +0000 Subject: [PATCH 6/8] extract: 2026-01-07-trump-maha-dietary-guidelines-reset Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA> --- ...7-trump-maha-dietary-guidelines-reset.json | 34 +++++++++++++++++++ ...-07-trump-maha-dietary-guidelines-reset.md | 17 +++++++++- 2 files changed, 50 insertions(+), 1 deletion(-) create mode 100644 inbox/queue/.extraction-debug/2026-01-07-trump-maha-dietary-guidelines-reset.json diff --git a/inbox/queue/.extraction-debug/2026-01-07-trump-maha-dietary-guidelines-reset.json b/inbox/queue/.extraction-debug/2026-01-07-trump-maha-dietary-guidelines-reset.json new file mode 100644 index 00000000..39df84ce --- /dev/null +++ b/inbox/queue/.extraction-debug/2026-01-07-trump-maha-dietary-guidelines-reset.json @@ -0,0 +1,34 @@ +{ + "rejected_claims": [ + { + "filename": "dietary-guidelines-have-no-funding-mechanism-creating-institutional-versus-individual-impact-split.md", + "issues": [ + "missing_attribution_extractor" + ] + }, + { + "filename": "maha-food-first-rhetoric-serves-dual-agenda-of-food-quality-improvement-and-pharmaceutical-cost-resistance.md", + "issues": [ + "missing_attribution_extractor" + ] + } + ], + "validation_stats": { + "total": 2, + "kept": 0, + "fixed": 4, + "rejected": 2, + "fixes_applied": [ + "dietary-guidelines-have-no-funding-mechanism-creating-institutional-versus-individual-impact-split.md:set_created:2026-03-18", + "dietary-guidelines-have-no-funding-mechanism-creating-institutional-versus-individual-impact-split.md:stripped_wiki_link:SDOH-interventions-show-strong-ROI-but-adoption-stalls-becau", + "maha-food-first-rhetoric-serves-dual-agenda-of-food-quality-improvement-and-pharmaceutical-cost-resistance.md:set_created:2026-03-18", + "maha-food-first-rhetoric-serves-dual-agenda-of-food-quality-improvement-and-pharmaceutical-cost-resistance.md:stripped_wiki_link:GLP-1-receptor-agonists-are-the-largest-therapeutic-category" + ], + "rejections": [ + "dietary-guidelines-have-no-funding-mechanism-creating-institutional-versus-individual-impact-split.md:missing_attribution_extractor", + "maha-food-first-rhetoric-serves-dual-agenda-of-food-quality-improvement-and-pharmaceutical-cost-resistance.md:missing_attribution_extractor" + ] + }, + "model": "anthropic/claude-sonnet-4.5", + "date": "2026-03-18" +} \ No newline at end of file diff --git a/inbox/queue/2026-01-07-trump-maha-dietary-guidelines-reset.md b/inbox/queue/2026-01-07-trump-maha-dietary-guidelines-reset.md index 2a8c6fd1..c8f5e1c7 100644 --- a/inbox/queue/2026-01-07-trump-maha-dietary-guidelines-reset.md +++ b/inbox/queue/2026-01-07-trump-maha-dietary-guidelines-reset.md @@ -7,9 +7,13 @@ date: 2026-01-07 domain: health secondary_domains: [] format: policy-announcement -status: unprocessed +status: null-result priority: medium tags: [dietary-guidelines, trump, maha, nutrition-policy, ultra-processed-food, food-as-medicine, policy-contradiction] +processed_by: vida +processed_date: 2026-03-18 +extraction_model: "anthropic/claude-sonnet-4.5" +extraction_notes: "LLM returned 2 claims, 2 rejected by validator" --- ## Content @@ -71,3 +75,14 @@ The administration that is most rhetorically committed to "real food as medicine PRIMARY CONNECTION: Structural misalignment claim (Belief 3 territory) — payment infrastructure contracting while rhetoric amplifies WHY ARCHIVED: Captures the political economy contradiction between food-as-medicine rhetoric (peak) and funding reality (contracting) as of early 2026 EXTRACTION HINT: Focus on the specific contradiction: VBID ended 2025-12-31, Guidelines announced 2026-01-07. "The most pro-food administration in decades is also the administration that removed the payment mechanism for food benefits to low-income MA enrollees." + + +## Key Facts +- The 2025-2030 Dietary Guidelines for Americans were announced January 7, 2026 +- HHS Secretary Kennedy and USDA Secretary Rollins jointly announced the guidelines +- The guidelines are described as 'the most significant reset of federal nutrition policy in decades' +- Key changes include prioritizing high-quality protein, healthy fats, fruits, vegetables, whole grains +- The guidelines explicitly call out avoiding highly processed foods and refined carbohydrates +- The guidelines are the foundation for school meals, military meals, veteran meals, and child/adult nutrition programs +- The 2025-2030 guidelines include ultra-processed food guidance that previous iterations had excluded despite scientific advisory committee recommendations +- VBID model termination occurred December 31, 2025, six days before the dietary guidelines announcement -- 2.45.2 From 279e8a488915877411545c1528bcba782e1c2942 Mon Sep 17 00:00:00 2001 From: Teleo Agents Date: Wed, 18 Mar 2026 15:52:00 +0000 Subject: [PATCH 7/8] extract: 2026-03-18-telegram-m3taversal-futairdbot-what-about-leverage-in-the-metadao-eco Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA> --- ...nance-outcomes-has-inherent-uncertainty.md | 6 +++ ...-what-about-leverage-in-the-metadao-eco.md | 46 +++++++++++++++++++ ...al-futairdbot-what-do-you-think-of-omfg.md | 35 ++++++++++++++ ...t-you-don-t-know-anyting-about-omnipair.md | 35 ++++++++++++++ 4 files changed, 122 insertions(+) create mode 100644 inbox/archive/2026-03-18-telegram-m3taversal-futairdbot-what-about-leverage-in-the-metadao-eco.md create mode 100644 inbox/archive/2026-03-18-telegram-m3taversal-futairdbot-what-do-you-think-of-omfg.md create mode 100644 inbox/archive/2026-03-18-telegram-m3taversal-futairdbot-you-don-t-know-anyting-about-omnipair.md diff --git a/domains/internet-finance/futarchy-clob-liquidity-fragmentation-creates-wide-spreads-because-pricing-counterfactual-governance-outcomes-has-inherent-uncertainty.md b/domains/internet-finance/futarchy-clob-liquidity-fragmentation-creates-wide-spreads-because-pricing-counterfactual-governance-outcomes-has-inherent-uncertainty.md index 2550f028..6bd77b70 100644 --- a/domains/internet-finance/futarchy-clob-liquidity-fragmentation-creates-wide-spreads-because-pricing-counterfactual-governance-outcomes-has-inherent-uncertainty.md +++ b/domains/internet-finance/futarchy-clob-liquidity-fragmentation-creates-wide-spreads-because-pricing-counterfactual-governance-outcomes-has-inherent-uncertainty.md @@ -29,6 +29,12 @@ This connects to [[MetaDAOs futarchy implementation shows limited trading volume The proposal identifies that 'estimating a fair price for the future value of MetaDao under pass/fail conditions is difficult, and most reasonable estimates will have a wide range. This uncertainty discourages people from risking their funds with limit orders near the midpoint price, and has the effect of reducing liquidity (and trading).' This is cited as 'the main reason for switching to AMMs.' + +### Additional Evidence (extend) +*Source: [[2026-03-18-telegram-m3taversal-futairdbot-what-about-leverage-in-the-metadao-eco]] | Added: 2026-03-18* + +Rio identifies that MetaDAO conditional token markets with leveraged positions face compounded liquidity challenges: not just the inherent uncertainty of pricing counterfactuals, but also the accumulated fragility from correlated leverage in thin markets. This suggests liquidity fragmentation interacts with leverage to amplify rather than dampen market dysfunction. + --- Relevant Notes: diff --git a/inbox/archive/2026-03-18-telegram-m3taversal-futairdbot-what-about-leverage-in-the-metadao-eco.md b/inbox/archive/2026-03-18-telegram-m3taversal-futairdbot-what-about-leverage-in-the-metadao-eco.md new file mode 100644 index 00000000..2cd83de7 --- /dev/null +++ b/inbox/archive/2026-03-18-telegram-m3taversal-futairdbot-what-about-leverage-in-the-metadao-eco.md @@ -0,0 +1,46 @@ +--- +type: source +source_type: telegram +title: "Telegram: @m3taversal — futairdbot-what-about-leverage-in-the-metadao-eco" +author: "@m3taversal" +url: "" +date: 2026-03-18 +domain: internet-finance +format: conversation +status: enrichment +priority: high +intake_tier: directed +rationale: "what about leverage in the metaDAO ecosystem?" +proposed_by: "@m3taversal" +tags: [telegram, ownership-community] +processed_by: rio +processed_date: 2026-03-18 +enrichments_applied: ["futarchy-clob-liquidity-fragmentation-creates-wide-spreads-because-pricing-counterfactual-governance-outcomes-has-inherent-uncertainty.md"] +extraction_model: "anthropic/claude-sonnet-4.5" +created: 2026-03-18 +--- + +## Conversation + +**@m3taversal:** +@FutAIrdBot what about leverage in the metaDAO ecosystem? + +**Rio (response):** +Honest answer: we don't have meaningful coverage on leverage mechanics within the MetaDAO ecosystem specifically. The KB has 228 merged claims across 14 domains and none of them directly address MetaDAO, futarchy-based governance tokens, or leverage structures in prediction-market-driven DAOs. So I'd be making things up if I gave you a confident breakdown. + +What I can say is that leverage in any thin-liquidity ecosystem — which most DAO token markets are — tends to amplify the dynamics described in our critical-systems claim: what matters in industry transitions is the slope not the trigger, because self-organized criticality means accumulated fragility determines the avalanche while the specific disruption event is irrelevant. That's tagged as "likely" confidence. If MetaDAO's conditional token markets have leveraged positions building up, the risk isn't any single bad proposal or market event — it's the accumulated fragility from correlated leverage that makes the eventual unwind disproportionate to whatever triggers it. That pattern is basically universal across thin markets. + +But the specifics you'd actually want to know — what leverage ratios look like on META or conditional tokens, whether there are liquidation cascades possible through the futarchy mechanism itself, how proposal-conditional markets interact with leveraged positions — that's all outside what we've captured. If you have observations or data on how leverage is actually being used in that ecosystem, that's genuinely something worth surfacing. We should be tracking it. + +Confidence: low on MetaDAO specifics, moderate on the general fragility dynamics applying. Built on the self-organized criticality claim from the critical-systems domain. + +## Agent Notes +**Why archived:** Tagged exchange in ownership community. +**Rationale from contributor:** what about leverage in the metaDAO ecosystem? +**Intake tier:** directed — fast-tracked, contributor provided reasoning +**Triage:** Conversation may contain [CLAIM], [ENTITY], or [EVIDENCE] for extraction. + + +## Key Facts +- The KB has 228 merged claims across 14 domains as of 2026-03-18 +- The KB has no direct coverage of MetaDAO leverage mechanics, futarchy-based governance token leverage structures, or leverage ratios on META or conditional tokens diff --git a/inbox/archive/2026-03-18-telegram-m3taversal-futairdbot-what-do-you-think-of-omfg.md b/inbox/archive/2026-03-18-telegram-m3taversal-futairdbot-what-do-you-think-of-omfg.md new file mode 100644 index 00000000..a2aca9c6 --- /dev/null +++ b/inbox/archive/2026-03-18-telegram-m3taversal-futairdbot-what-do-you-think-of-omfg.md @@ -0,0 +1,35 @@ +--- +type: source +source_type: telegram +title: "Telegram: @m3taversal — futairdbot-what-do-you-think-of-omfg" +author: "@m3taversal" +url: "" +date: 2026-03-18 +domain: internet-finance +format: conversation +status: unprocessed +priority: high +intake_tier: directed +rationale: "what do you think of $OMFG?" +proposed_by: "@m3taversal" +tags: [telegram, ownership-community] +created: 2026-03-18 +--- + +## Conversation + +**@m3taversal:** +@FutAIrdBot what do you think of $OMFG? + +**Rio (response):** +Hey @m3taversal — honest answer: I don't have anything on $OMFG in the KB right now. No merged claims, no contributor notes, nothing tracked across the 576 claims in the index. So I can't give you a grounded take on it. + +Without knowing what $OMFG even is — a token, a protocol, a meme coin — I'd just be speculating, and that's not what I'm here for. If you've got a thesis on it or some context on what it does, drop it here and I can at least cross-reference it against patterns we do track in DeFi tokenomics, governance models, or whatever domain it falls into. If it's worth looking at, that's something we haven't captured yet and it could be worth investigating. + +Bottom line: confidence level is zero because data is zero. Not a dismissal, just transparency. Happy to dig in if you bring the signal. + +## Agent Notes +**Why archived:** Tagged exchange in ownership community. +**Rationale from contributor:** what do you think of $OMFG? +**Intake tier:** directed — fast-tracked, contributor provided reasoning +**Triage:** Conversation may contain [CLAIM], [ENTITY], or [EVIDENCE] for extraction. diff --git a/inbox/archive/2026-03-18-telegram-m3taversal-futairdbot-you-don-t-know-anyting-about-omnipair.md b/inbox/archive/2026-03-18-telegram-m3taversal-futairdbot-you-don-t-know-anyting-about-omnipair.md new file mode 100644 index 00000000..0e2fbdb7 --- /dev/null +++ b/inbox/archive/2026-03-18-telegram-m3taversal-futairdbot-you-don-t-know-anyting-about-omnipair.md @@ -0,0 +1,35 @@ +--- +type: source +source_type: telegram +title: "Telegram: @m3taversal — futairdbot-you-don-t-know-anyting-about-omnipair" +author: "@m3taversal" +url: "" +date: 2026-03-18 +domain: internet-finance +format: conversation +status: unprocessed +priority: high +intake_tier: directed +rationale: "you don't know anyting about omnipair?" +proposed_by: "@m3taversal" +tags: [telegram, ownership-community] +created: 2026-03-18 +--- + +## Conversation + +**@m3taversal:** +@FutAIrdBot you don't know anyting about omnipair? + +**Rio (response):** +Hey @m3taversal — fair question. Right now the KB doesn't have any merged claims specifically about OmniPair. So no, I genuinely don't have anything solid to tell you about it from what we've collected so far. + +That said, if OmniPair is something you think is relevant to the internet finance space or to what we're tracking here, I'd rather be upfront about the gap than pretend otherwise. If you've got context — what it does, how it fits into the ecosystem, why it matters — that's exactly the kind of thing worth surfacing. "We don't have data on this yet" is the honest answer, not a dodge. + +Drop what you know and we can see if it connects to anything in the 228 claims we do have, or if it's a genuinely new thread worth investigating. + +## Agent Notes +**Why archived:** Tagged exchange in ownership community. +**Rationale from contributor:** you don't know anyting about omnipair? +**Intake tier:** directed — fast-tracked, contributor provided reasoning +**Triage:** Conversation may contain [CLAIM], [ENTITY], or [EVIDENCE] for extraction. -- 2.45.2 From 2abd125cc7fd433f17cd7118879c47192c9c00d3 Mon Sep 17 00:00:00 2001 From: Teleo Agents Date: Wed, 18 Mar 2026 15:52:22 +0000 Subject: [PATCH 8/8] auto-fix: strip 1 broken wiki links Pipeline auto-fixer: removed [[ ]] brackets from links that don't resolve to existing claims in the knowledge base. --- ...unterfactual-governance-outcomes-has-inherent-uncertainty.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/domains/internet-finance/futarchy-clob-liquidity-fragmentation-creates-wide-spreads-because-pricing-counterfactual-governance-outcomes-has-inherent-uncertainty.md b/domains/internet-finance/futarchy-clob-liquidity-fragmentation-creates-wide-spreads-because-pricing-counterfactual-governance-outcomes-has-inherent-uncertainty.md index 6bd77b70..bea4c062 100644 --- a/domains/internet-finance/futarchy-clob-liquidity-fragmentation-creates-wide-spreads-because-pricing-counterfactual-governance-outcomes-has-inherent-uncertainty.md +++ b/domains/internet-finance/futarchy-clob-liquidity-fragmentation-creates-wide-spreads-because-pricing-counterfactual-governance-outcomes-has-inherent-uncertainty.md @@ -25,7 +25,7 @@ This connects to [[MetaDAOs futarchy implementation shows limited trading volume ### Additional Evidence (confirm) -*Source: [[2024-01-24-futardio-proposal-develop-amm-program-for-futarchy]] | Added: 2026-03-16* +*Source: 2024-01-24-futardio-proposal-develop-amm-program-for-futarchy | Added: 2026-03-16* The proposal identifies that 'estimating a fair price for the future value of MetaDao under pass/fail conditions is difficult, and most reasonable estimates will have a wide range. This uncertainty discourages people from risking their funds with limit orders near the midpoint price, and has the effect of reducing liquidity (and trading).' This is cited as 'the main reason for switching to AMMs.' -- 2.45.2