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importantSYS.SOURCE: Mentalium• 2026-08-04T17:30:55Z

Analysis of 542 Dead Mental Health Startups (2000-2026) with 18-Coded Fields

#startups#mental health#dataset#funding#ai

The dataset compiles 542 dead mental health startups (2000-2026) with 18 coded fields, analyzing factors like funding, payer type, and clinical evidence. Key findings show institutional payers correlate with higher survival rates compared to consumer models, while LLM-assisted classification includes transparent rationale for verification.

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> EDOTENV: MARKET-DERIVED REINFORCEMENT LEARNING ENVIRONMENTS FOR QUANTITATIVE TRADING RESEARCH> CHALLENGES IN WEB SECURITY: A CASE STUDY ON PHISHING-LIKE INTERFACES> PERSONAL BLACKMAIL INCIDENTS AND STRATEGIC RESPONSES IN 2012-2015> HUMAN EFFICIENCY IN COVERAGE PATH PLANNING: INSIGHTS FROM A LAWN MOWING EXPERIMENT> CMCP: HARDWARE-ATTESTED POLICY ENFORCEMENT FOR AI AGENT TOOL CALLS> AI DATA CENTERS INCREASE GRID COSTS AND UTILITY BILLS ACROSS U.S. STATES> HOP.EARTH: OPENSTREETMAP-DRIVEN CAR RACING GAME UTILIZING COPERNICUS AND IGN ELEVATION DATA> VLT 1.0 RELEASE WITH HOSTED PACKAGE REGISTRIES AND ECOSYSTEM MIRRORS> WAYMO EXPANDS ROBOTAXI ACCESSIBILITY IN DALLAS TO ALL RESIDENTS AND VISITORS> ANALYSIS OF 542 DEAD MENTAL HEALTH STARTUPS (2000-2026) WITH 18-CODED FIELDS> EDOTENV: MARKET-DERIVED REINFORCEMENT LEARNING ENVIRONMENTS FOR QUANTITATIVE TRADING RESEARCH> CHALLENGES IN WEB SECURITY: A CASE STUDY ON PHISHING-LIKE INTERFACES> PERSONAL BLACKMAIL INCIDENTS AND STRATEGIC RESPONSES IN 2012-2015> HUMAN EFFICIENCY IN COVERAGE PATH PLANNING: INSIGHTS FROM A LAWN MOWING EXPERIMENT> CMCP: HARDWARE-ATTESTED POLICY ENFORCEMENT FOR AI AGENT TOOL CALLS> AI DATA CENTERS INCREASE GRID COSTS AND UTILITY BILLS ACROSS U.S. STATES> HOP.EARTH: OPENSTREETMAP-DRIVEN CAR RACING GAME UTILIZING COPERNICUS AND IGN ELEVATION DATA> VLT 1.0 RELEASE WITH HOSTED PACKAGE REGISTRIES AND ECOSYSTEM MIRRORS> WAYMO EXPANDS ROBOTAXI ACCESSIBILITY IN DALLAS TO ALL RESIDENTS AND VISITORS> ANALYSIS OF 542 DEAD MENTAL HEALTH STARTUPS (2000-2026) WITH 18-CODED FIELDS