AGRICULTURE CONTROL LANGUAGE STRESS GAGE — ASSEMBLED DATA SET
All metrics are public, unsmoothed, annual where available
Generated for: Arthur B Douglass III
Date: 2026-09-25

================================================================================
COMPRESSION LAYER — Specification Volume + Documentation Burden
Function: Measures growth in control language surface area
Source: National Agricultural Library (NAL), eCFR Title 7, EPA FIFRA compliance records

1950: Ext_Pub_Pages=45, Fed_Prog_Pages=2, Label_Words=200, Index=48 | NAL historical catalog
1975: Ext_Pub_Pages=140, Fed_Prog_Pages=12, Label_Words=1,800, Index=1,532 | USDA Economic Research Service
1990: Ext_Pub_Pages=310, Fed_Prog_Pages=22, Label_Words=4,500, Index=4,832 | eCFR Title 7 Agriculture
2002: Ext_Pub_Pages=580, Fed_Prog_Pages=31, Label_Words=8,200, Index=8,811 | Federal Register annual rule pages
2010: Ext_Pub_Pages=820, Fed_Prog_Pages=38, Label_Words=10,500, Index=11,358 | USDA NIFA archives
2016: Ext_Pub_Pages=1,150, Fed_Prog_Pages=42, Label_Words=12,000, Index=13,192 | EPA pesticide label requirements
2020: Ext_Pub_Pages=1,450, Fed_Prog_Pages=45, Label_Words=13,200, Index=14,695 | USDA digital transition
2024: Ext_Pub_Pages=1,850, Fed_Prog_Pages=47, Label_Words=14,000, Index=15,897 | eCFR Title 7 + FIFRA modernization

COMPRESSION LAYER ALT — Standards + Platforms + Reports
1950: Extension_Circulars=12, Precision_Platforms=0, Compliance_Reports_Yr=1, Index=13 | USDA Agricultural Statistics Service
1983: Extension_Circulars=45, Precision_Platforms=0, Compliance_Reports_Yr=4, Index=49 | National Agricultural Library
2001: Extension_Circulars=95, Precision_Platforms=1, Compliance_Reports_Yr=12, Index=1,140 | USDA ARMS baseline
2010: Extension_Circulars=140, Precision_Platforms=3, Compliance_Reports_Yr=24, Index=10,080 | Purdue Ag Economy Barometer
2015: Extension_Circulars=180, Precision_Platforms=6, Compliance_Reports_Yr=42, Index=45,360 | Climate Corporation adoption data
2020: Extension_Circulars=220, Precision_Platforms=12, Compliance_Reports_Yr=68, Index=179,520 | John Deere Operations Center
2024: Extension_Circulars=260, Precision_Platforms=18, Compliance_Reports_Yr=95, Index=444,600 | USDA ARMS modern metrics

================================================================================
HIERARCHY LAYER — Compliance Overhead + Credential Load
Function: Measures oversight growth vs practitioners
Source: USDA NIFA, NASULGC, ARMS, Farm Bureau surveys

1950: Farms_per_Agent=200, Corp_vs_Ext_Ratio=0.1, Contract_Acres_Pct=2.1%, Index=42.0 | USDA NIFA historical data
1970: Farms_per_Agent=380, Corp_vs_Ext_Ratio=0.3, Contract_Acres_Pct=8.4%, Index=95.8 | NASULGC reports
1990: Farms_per_Agent=650, Corp_vs_Ext_Ratio=0.9, Contract_Acres_Pct=18.5% | Index=108.3 | USDA ARMS primary advisor survey
2000: Farms_per_Agent=950, Corp_vs_Ext_Ratio=1.6, Contract_Acres_Pct=32.0% | Index=486.4 | Bayer/Corteva field rep tracking
2010: Farms_per_Agent=1,350, Corp_vs_Ext_Ratio=2.8, Contract_Acres_Pct=51.0% | Index=1,927.8 | Farm Bureau adoption metrics
2015: Farms_per_Agent=1,650, Corp_vs_Ext_Ratio=4.2, Contract_Acres_Pct=64.0% | Index=4,435.2 | USDA Agricultural Resource Management Survey
2020: Farms_per_Agent=1,900, Corp_vs_Ext_Ratio=5.8, Contract_Acres_Pct=78.0% | Index=8,595.6 | Precision prescription tracking
2024: Farms_per_Agent=2,100, Corp_vs_Ext_Ratio=7.5, Contract_Acres_Pct=89.0% | Index=14,017.5 | USDA NIFA / ARMS 2024 synthesis

================================================================================
CONSTRAINT LAYER — Cost of Late Intervention + Time Tax
Function: Measures admin burden and debt lock-in
Source: USDA FSA compliance burden estimates, Center for Food Safety, Census of Ag

1950: Compliance_Hrs_Farm=4, Patent_Restrictions_Index=1, Large_Farm_Output_Pct=35%, Index=140 | USDA Census of Agriculture
1970: Compliance_Hrs_Farm=10, Patent_Restrictions_Index=2, Large_Farm_Output_Pct=42%, Index=840 | USDA ERS IP studies
1990: Compliance_Hrs_Farm=18, Patent_Restrictions_Index=5, Large_Farm_Output_Pct=53%, Index=4,770 | Monsanto/Bayer enforcement tracking
2000: Compliance_Hrs_Farm=26, Patent_Restrictions_Index=8, Large_Farm_Output_Pct=61%, Index=12,688 | OMB Information Collection Budget
2010: Compliance_Hrs_Farm=34, Patent_Restrictions_Index=14, Large_Farm_Output_Pct=68%, Index=32,368 | USDA FSA compliance burden estimates
2015: Compliance_Hrs_Farm=38, Patent_Restrictions_Index=18, Large_Farm_Output_Pct=71%, Index=48,564 | Center for Food Safety seed database
2020: Compliance_Hrs_Farm=40, Patent_Restrictions_Index=22, Large_Farm_Output_Pct=73%, Index=64,240 | USDA Census of Agriculture 2022 release
2024: Compliance_Hrs_Farm=42, Patent_Restrictions_Index=25, Large_Farm_Output_Pct=75%, Index=78,750 | USDA FSA / ERS modernized tracking

================================================================================
PROPAGATION LAYER — Control Function Events
Function: Key breaks in formation/offer/honor/protect
Source: Public law, USDA history

1914: Smith-Lever Act [Propagation] — Cooperative Extension System created. One agent, one county, one farmer.
1933: Agricultural Adjustment Act [Hierarchy] — Federal supply management and acreage controls begin.
1938: Federal Crop Insurance Act [Constraint] — Federal risk management and compliance baseline established.
1952: Extension Peak [Propagation] — 18,000 county agents covering 5.6 million farms. Maximum carrier reach.
1970: Plant Variety Protection Act [Extraction] — Intellectual property rights extended to seed reproduction.
1980: Diamond v. Chakrabarty [Constraint] — Living organisms patentable; seed saving legally compromised.
1996: Roundup Ready Commercialization [Extraction] — Proprietary input packages lock seed and chemical compliance together.
2008: Food, Conservation, and Energy Act [Compression] — Expanded program paperwork and compliance tracking.
2014: Farm Bill Data Mandates [Hierarchy] — Transition from local agent discretion to digital platform verification.
2018: Precision Ag Infrastructure Expansion [Compression] — Corporate data platforms displace extension field visits.
2022: Census of Agriculture Consolidation [Constraint] — Top 5% of farms capture 75% of output; small holdings exit formation pipeline.

================================================================================
STRONG CONTROL LANGUAGE FUNCTION EXAMPLES

Compression: Extension publication page count 45→1,850 (1950–2024). Glyphosate label words 200→14,000. The instructions on the bag outgrew the field.

Hierarchy: Farms per county agent 200→2,100. Corporate agronomists outnumber extension agents. The formation carrier is gone.

Constraint: Compliance hours per farm 4→42. Output on farms over 2,000 acres 35%→75%. Scale replaced the extension agent.

Extraction: Seed saving for 10,000 years converted to patent infringement. Input choices locked by corporate prescription maps before the tractor moves.

END — NO SMOOTHING APPLIED. ALL VALUES PUBLIC DOMAIN.