1037 lines
39 KiB
JSON
1037 lines
39 KiB
JSON
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{
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||
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"title": "CRYPTO VENTURE COHORT V0.1 REPORT",
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||
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"cohort_id": "CPV01-20260816183932-85acae7e",
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||
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"graph_run": "7",
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||
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"runtime": {
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||
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"requested_protocol_count": 10,
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||
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"generation_attempts": 10,
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||
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"accepted_protocols": 2,
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||
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"duplicate_rejections": 0,
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||
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"token_necessity_rejections": 0,
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||
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"generation_sources": [
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"qwen"
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],
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"token_unnecessary_rejections": 7,
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||
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"token_optional_route_to_saas": 3,
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||
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|
"crypto_novelty_removed": 0,
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||
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|
"hard_exclusion_rejections": 0,
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||
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|
"regeneration_attempts": 6,
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||
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"regenerated_protocols": 6,
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||
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"unfilled_slots_after_regeneration": 8,
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||
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"crypto_light_research_seconds": 98.82,
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||
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"crypto_light_research_sources": 10,
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||
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|
"research_insufficient_count": 0,
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||
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|
"protocol_security_gate_blocked": 0,
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||
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"protocol_security_gate_passed": 2,
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||
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"token_red_team_failures": {},
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||
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"top5_deep_research_count": 2,
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||
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"top5_research_coverage_before": {
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||
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"4070901e-c379-44f9-b802-0c42d97055e2": 0.2,
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||
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"f21d5c7b-9edc-4f29-a34f-0a80ca10a793": 0.4
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||
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},
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||
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"top5_research_coverage_after": {
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||
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"4070901e-c379-44f9-b802-0c42d97055e2": 0.2,
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||
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|
"f21d5c7b-9edc-4f29-a34f-0a80ca10a793": 0.4
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||
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},
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||
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|
"crypto_ranked_count": 2,
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||
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"crypto_top_3_count": 0,
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||
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"human_legal_gate_count": 2,
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||
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"legal_review_required": true
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||
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},
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||
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"accepted_protocols": 2,
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||
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"generation_attempts": 10,
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||
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|
"duplicate_token_necessity_rejections": {
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||
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"duplicate_rejections": 0,
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||
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"token_unnecessary_rejections": 7
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},
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"ranking": [
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{
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"proposal_id": "4070901e-c379-44f9-b802-0c42d97055e2",
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"company": "API Reliability Slashing Pool",
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"one_line_thesis": "API Reliability Slashing Pool coordinates independent supply and demand with staking, slashing, and usage fees.",
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"product_thesis": "A testnet marketplace/API where users request measurable digital work and providers compete to fulfill it.",
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"protocol_thesis": "Onchain settlement, escrow, provider bonds, attestations, and slashing coordinate parties that do not share an operator.",
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"token_thesis": "The token is staked by providers, slashed for measurable failures, used for protocol fee settlement, and funds the security budget.",
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"why_onchain": "Scores onchain necessity from trust-minimized coordination, settlement, staking/slashing, attestations, and multi-party neutrality.",
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"why_token": "Token score is based on explicit non-speculative utility, staking/slashing, marketplace coordination, and usage-linked fee demand.",
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"token_utility": [
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"protocol fee settlement",
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"staking tied to measurable service quality",
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"slashing / economic guarantees",
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"decentralized marketplace coordination"
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],
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"token_necessity_classification": "TOKEN_ESSENTIAL",
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"token_demand_loop": [
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"users request measurable service",
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"users pay protocol fee",
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"providers stake token to serve",
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"bad providers are slashed",
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"fees reward reliable providers and security budget",
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"more real usage increases fee demand"
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],
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"value_capture": "Usage fees and slashing penalties accrue to reliable providers, insurance/security pool, and protocol treasury.",
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"network_effect": "More users create more jobs; more staked providers improve reliability and lower latency; more attestations improve reputation quality.",
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"bootstrap_plan": "Validate on local/testnet with fake credits and recruited simulated providers; no token sale or mainnet issuance.",
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"autonomous_operability": 47,
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"regulatory_manageability": 72,
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"security_risk": 93,
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"validation_experiment": "Run 50 simulated jobs on testnet/local chain, measure provider quality, slashing events, completion cost, and developer API reuse.",
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"component_scores": {
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"TOKEN_NECESSITY": 100,
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"REAL_USAGE_DEMAND": 80,
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"ONCHAIN_NECESSITY": 99,
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||
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"VALUE_ACCRUAL_QUALITY": 96,
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||
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"NETWORK_EFFECT_POTENTIAL": 85,
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"TOKENOMICS_SUSTAINABILITY": 100,
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"BOOTSTRAPPABILITY": 78,
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"AUTONOMOUS_OPERABILITY": 47,
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"SECURITY_MODEL_QUALITY": 93,
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"REGULATORY_MANAGEABILITY": 72
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},
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"value_accrual_quality": 96,
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||
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"tokenomics_sustainability": 100,
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"simulation_summary": {
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||
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"token_price_appreciation_primary_success_variable": false,
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||
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"subsidy_removed_survives": true,
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"stress_notes": [
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"Price-down and provider-churn scenarios must preserve service quality before mainnet."
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]
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},
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"token_red_team_flags": [],
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"crypto_ic_decision": "TESTNET_PILOT",
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"crypto_ic_score": 77.0,
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"research": {
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||
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"coverage_ratio": 0.2,
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"coverage": {
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"competitors": true,
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"pricing": false,
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||
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"customer_pain": false,
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"market_alternatives": false,
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"regulatory_platform_risks": false
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},
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"unverified_categories": [
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"pricing",
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"customer_pain",
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"market_alternatives",
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"regulatory_platform_risks"
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],
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"source_count": 7,
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"source_rejection_count": 15,
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"search_result_count": 25,
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"page_fetch_count": 8,
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"provider": "qwen",
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"search_provider": "searxng",
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"search_diagnostics": {
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"queries": [
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{
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"category": "competitors",
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||
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"query": "API Reliability Slashing Pool Users lack trustworthy decentralized coordination. Developers, agents, and protocol operators needing verifiable digital services. competitors alternatives",
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||
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"result_count": 90,
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||
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"unresponsive_engines": [
|
||
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[
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||
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"brave",
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||
|
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"Suspended: too many requests"
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||
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],
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||
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[
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||
|
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"brave.images",
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||
|
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"Suspended: too many requests"
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||
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],
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||
|
|
[
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||
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"brave.videos",
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||
|
|
"Suspended: too many requests"
|
||
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|
],
|
||
|
|
[
|
||
|
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"duckduckgo",
|
||
|
|
"CAPTCHA"
|
||
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|
],
|
||
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|
[
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||
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"google cse",
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||
|
|
"Suspended: too many requests"
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||
|
|
],
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||
|
|
[
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||
|
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"google cse images",
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||
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"Suspended: too many requests"
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||
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],
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||
|
|
[
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||
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"mojeek",
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||
|
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"Suspended: access denied"
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||
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],
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[
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||
|
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"mojeek images",
|
||
|
|
"Suspended: access denied"
|
||
|
|
],
|
||
|
|
[
|
||
|
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"mojeek news",
|
||
|
|
"Suspended: access denied"
|
||
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|
],
|
||
|
|
[
|
||
|
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"qwant",
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||
|
|
"CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"qwant images",
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||
|
|
"CAPTCHA"
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||
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|
],
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||
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[
|
||
|
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"seznam",
|
||
|
|
"timeout"
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||
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|
],
|
||
|
|
[
|
||
|
|
"startpage",
|
||
|
|
"Suspended: CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"startpage images",
|
||
|
|
"Suspended: CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"startpage news",
|
||
|
|
"Suspended: CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"yahoo",
|
||
|
|
"HTTP protocol error"
|
||
|
|
]
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"category": "pricing",
|
||
|
|
"query": "API Reliability Slashing Pool Users lack trustworthy decentralized coordination. Developers, agents, and protocol operators needing verifiable digital services. pricing cost",
|
||
|
|
"result_count": 90,
|
||
|
|
"unresponsive_engines": [
|
||
|
|
[
|
||
|
|
"brave",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"brave.images",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"brave.videos",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"duckduckgo",
|
||
|
|
"CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"google cse",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"google cse images",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"mojeek",
|
||
|
|
"Suspended: access denied"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"mojeek images",
|
||
|
|
"Suspended: access denied"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"mojeek news",
|
||
|
|
"Suspended: access denied"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"qwant",
|
||
|
|
"CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"qwant images",
|
||
|
|
"CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"seznam",
|
||
|
|
"timeout"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"startpage",
|
||
|
|
"Suspended: CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"startpage images",
|
||
|
|
"Suspended: CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"startpage news",
|
||
|
|
"Suspended: CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"yahoo",
|
||
|
|
"Suspended: HTTP protocol error"
|
||
|
|
]
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"category": "customer_pain",
|
||
|
|
"query": "API Reliability Slashing Pool Users lack trustworthy decentralized coordination. Developers, agents, and protocol operators needing verifiable digital services. customer pain problem forum",
|
||
|
|
"result_count": 90,
|
||
|
|
"unresponsive_engines": [
|
||
|
|
[
|
||
|
|
"brave",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"brave.images",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"brave.videos",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"duckduckgo",
|
||
|
|
"CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"google cse",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"google cse images",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"mojeek",
|
||
|
|
"Suspended: access denied"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"mojeek images",
|
||
|
|
"Suspended: access denied"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"mojeek news",
|
||
|
|
"Suspended: access denied"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"qwant",
|
||
|
|
"CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"qwant images",
|
||
|
|
"CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"seznam",
|
||
|
|
"Suspended: timeout"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"startpage",
|
||
|
|
"Suspended: CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"startpage images",
|
||
|
|
"Suspended: CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"startpage news",
|
||
|
|
"Suspended: CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"yahoo",
|
||
|
|
"Suspended: HTTP protocol error"
|
||
|
|
]
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"category": "market_alternatives",
|
||
|
|
"query": "API Reliability Slashing Pool Users lack trustworthy decentralized coordination. Developers, agents, and protocol operators needing verifiable digital services. alternatives tools services",
|
||
|
|
"result_count": 90,
|
||
|
|
"unresponsive_engines": [
|
||
|
|
[
|
||
|
|
"brave",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"brave.images",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"brave.videos",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"duckduckgo",
|
||
|
|
"CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"google cse",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"google cse images",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"mojeek",
|
||
|
|
"Suspended: access denied"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"mojeek images",
|
||
|
|
"Suspended: access denied"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"mojeek news",
|
||
|
|
"Suspended: access denied"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"qwant",
|
||
|
|
"CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"qwant images",
|
||
|
|
"CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"seznam",
|
||
|
|
"Suspended: timeout"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"startpage",
|
||
|
|
"Suspended: CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"startpage images",
|
||
|
|
"Suspended: CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"startpage news",
|
||
|
|
"Suspended: CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"yahoo",
|
||
|
|
"HTTP protocol error"
|
||
|
|
]
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"category": "regulatory_platform_risks",
|
||
|
|
"query": "API Reliability Slashing Pool Users lack trustworthy decentralized coordination. Developers, agents, and protocol operators needing verifiable digital services. regulatory platform risk compliance",
|
||
|
|
"result_count": 90,
|
||
|
|
"unresponsive_engines": [
|
||
|
|
[
|
||
|
|
"brave",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"brave.images",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"brave.videos",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"duckduckgo",
|
||
|
|
"CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"google cse",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"google cse images",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"mojeek",
|
||
|
|
"Suspended: access denied"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"mojeek images",
|
||
|
|
"Suspended: access denied"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"mojeek news",
|
||
|
|
"Suspended: access denied"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"qwant",
|
||
|
|
"CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"qwant images",
|
||
|
|
"CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"seznam",
|
||
|
|
"Suspended: timeout"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"startpage",
|
||
|
|
"Suspended: CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"startpage images",
|
||
|
|
"Suspended: CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"startpage news",
|
||
|
|
"Suspended: CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"yahoo",
|
||
|
|
"Suspended: HTTP protocol error"
|
||
|
|
]
|
||
|
|
]
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"errors": []
|
||
|
|
},
|
||
|
|
"model_research_failure": "",
|
||
|
|
"depth": "deep",
|
||
|
|
"explicit_research_failure": "",
|
||
|
|
"before_deep_coverage_ratio": 0.2
|
||
|
|
},
|
||
|
|
"legal_review_required": true,
|
||
|
|
"sol_final_ic_review": {
|
||
|
|
"score_adjustment": -8,
|
||
|
|
"decision": "TESTNET_PILOT",
|
||
|
|
"rationale": "Token utility is unusually coherent: provider staking, measurable slashing, escrow/settlement, and usage-linked fees create a plausible non-speculative demand loop. Onchain coordination is justified if providers and demand are genuinely independent. However, this should not advance beyond testnet: autonomous operability is weak, security/slashing design risk is high, legal review is required, and research coverage is poor with pricing, customer pain, alternatives, and regulatory/platform risks unverified. Proceed only with fake credits/local or testnet simulations focused on proving measurable failure attribution, provider economics without subsidies, and actual developer demand."
|
||
|
|
},
|
||
|
|
"rank": 1
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"proposal_id": "f21d5c7b-9edc-4f29-a34f-0a80ca10a793",
|
||
|
|
"company": "VeriChain Attestation Exchange",
|
||
|
|
"one_line_thesis": "A decentralized marketplace where independent auditors stake capital to attest to real-world data integrity, enabling trustless verification of off-chain events without centralized intermediaries.",
|
||
|
|
"product_thesis": "The product is a smart contract framework that allows data producers (e.g., IoT sensor networks, supply chain logs) to request attestations from a pool of specialized validators. Validators commit to verifying specific data points (e.g., 'temperature did not exceed 40C') and stake a bond. If the data is later proven false via oracle dispute or consensus, the validator is slashed. If true, they earn fees. This creates a financial incentive for high-fidelity, low-latency real-world data verification.",
|
||
|
|
"protocol_thesis": "Current oracle solutions are either centralized (Chainlink nodes) or rely on simple majority voting which is vulnerable to collusion. VeriChain introduces a 'Proof of Attestation' mechanism where validators must provide cryptographic proofs of their data collection process (e.g., signed sensor logs) before submitting the final value. Disputes are resolved via a decentralized court of expert validators who review the raw evidence. This shifts trust from 'who is the oracle' to 'what is the evidence'.",
|
||
|
|
"token_thesis": "The VERI token is the native asset used for staking, fee payment, and governance. It represents a claim on the protocol's revenue and a security bond for validators. The token's value is derived from the demand for verified data and the risk-adjusted yield earned by stakers.",
|
||
|
|
"why_onchain": "Scores onchain necessity from trust-minimized coordination, settlement, staking/slashing, attestations, and multi-party neutrality.",
|
||
|
|
"why_token": "Token score is based on explicit non-speculative utility, staking/slashing, marketplace coordination, and usage-linked fee demand.",
|
||
|
|
"token_utility": [
|
||
|
|
"Staking: Validators must stake VERI to participate in attestation markets; slashing risk is denominated in VERI.",
|
||
|
|
"Fees: Data producers pay attestation fees in VERI, which are distributed to validators and the protocol treasury.",
|
||
|
|
"Governance: Token holders vote on dispute resolution parameters, validator set composition, and protocol upgrades.",
|
||
|
|
"Collateral: VERI can be used as collateral in the protocol's internal risk management system for high-value attestations."
|
||
|
|
],
|
||
|
|
"token_necessity_classification": "TOKEN_ESSENTIAL",
|
||
|
|
"token_demand_loop": [
|
||
|
|
"Data producers need VERI to pay for attestations, creating direct demand.",
|
||
|
|
"Validators must acquire and stake VERI to earn fees, creating buy pressure.",
|
||
|
|
"As more high-value real-world data is verified, the protocol's revenue grows, increasing the yield for stakers and attracting more capital.",
|
||
|
|
"Dispute resolution requires VERI to post bonds, creating additional demand during contentious events."
|
||
|
|
],
|
||
|
|
"value_capture": "The protocol captures value through a 10% fee on all attestation transactions, which is distributed to the protocol treasury (burned or used for buybacks) and to the validator set. The treasury accumulates VERI, which can be used to incentivize new validators or fund development, creating a flywheel of value accrual to the token.",
|
||
|
|
"network_effect": "More validators lead to higher data quality and lower fees, attracting more data producers. More data producers lead to higher fees, attracting more validators. The reputation system creates a barrier to entry for low-quality validators, reinforcing the network's trustworthiness.",
|
||
|
|
"bootstrap_plan": "1. Deploy smart contracts on a testnet with a simulated VERI token. 2. Recruit 50-100 expert validators (data scientists, auditors) to stake fake credits. 3. Partner with 5-10 DeFi protocols to pilot weather and supply chain data verification. 4. Run a 3-month validation period where disputes are resolved manually by a core team to calibrate the slashing parameters. 5. Transition to a mainnet deployment with a limited set of trusted validators and a small initial liquidity pool.",
|
||
|
|
"autonomous_operability": 34,
|
||
|
|
"regulatory_manageability": 72,
|
||
|
|
"security_risk": 77,
|
||
|
|
"validation_experiment": "On a testnet, simulate a market for 'Rainfall in London' attestations. 10 validators stake 1000 fake credits each. A data producer requests an attestation for a specific day. The validators submit their readings. One validator submits a false reading. The dispute mechanism is triggered. The court of experts reviews the raw sensor logs. The false validator is slashed 50% of their stake. The correct validators earn fees. Measure the time to resolution, the cost of the dispute, and the accuracy of the final consensus. Success criteria: <24h resolution, <5% false positive rate, and validator profit margin >10%.",
|
||
|
|
"component_scores": {
|
||
|
|
"TOKEN_NECESSITY": 99,
|
||
|
|
"REAL_USAGE_DEMAND": 80,
|
||
|
|
"ONCHAIN_NECESSITY": 83,
|
||
|
|
"VALUE_ACCRUAL_QUALITY": 96,
|
||
|
|
"NETWORK_EFFECT_POTENTIAL": 65,
|
||
|
|
"TOKENOMICS_SUSTAINABILITY": 100,
|
||
|
|
"BOOTSTRAPPABILITY": 78,
|
||
|
|
"AUTONOMOUS_OPERABILITY": 34,
|
||
|
|
"SECURITY_MODEL_QUALITY": 77,
|
||
|
|
"REGULATORY_MANAGEABILITY": 72
|
||
|
|
},
|
||
|
|
"value_accrual_quality": 96,
|
||
|
|
"tokenomics_sustainability": 100,
|
||
|
|
"simulation_summary": {
|
||
|
|
"token_price_appreciation_primary_success_variable": false,
|
||
|
|
"subsidy_removed_survives": true,
|
||
|
|
"stress_notes": [
|
||
|
|
"Price-down and provider-churn scenarios must preserve service quality before mainnet."
|
||
|
|
]
|
||
|
|
},
|
||
|
|
"token_red_team_flags": [],
|
||
|
|
"crypto_ic_decision": "REVISE_TOKEN_MODEL",
|
||
|
|
"crypto_ic_score": 62.4,
|
||
|
|
"research": {
|
||
|
|
"coverage_ratio": 0.4,
|
||
|
|
"coverage": {
|
||
|
|
"competitors": true,
|
||
|
|
"pricing": false,
|
||
|
|
"customer_pain": false,
|
||
|
|
"market_alternatives": false,
|
||
|
|
"regulatory_platform_risks": true
|
||
|
|
},
|
||
|
|
"unverified_categories": [
|
||
|
|
"pricing",
|
||
|
|
"customer_pain",
|
||
|
|
"market_alternatives"
|
||
|
|
],
|
||
|
|
"source_count": 16,
|
||
|
|
"source_rejection_count": 4,
|
||
|
|
"search_result_count": 25,
|
||
|
|
"page_fetch_count": 8,
|
||
|
|
"provider": "qwen",
|
||
|
|
"search_provider": "searxng",
|
||
|
|
"search_diagnostics": {
|
||
|
|
"queries": [
|
||
|
|
{
|
||
|
|
"category": "competitors",
|
||
|
|
"query": "VeriChain Attestation Exchange Users lack trustworthy decentralized coordination. Primary users are DeFi protocols and DAOs requiring verified real-world data (e.g., weather derivatives, carbon credit verification, supply chain compliance) that cannot rely on single-source oracles. Secondary users are professional auditors and data scientists who stake capital to earn yield from their expertise and reputation. competitors alternatives",
|
||
|
|
"result_count": 75,
|
||
|
|
"unresponsive_engines": [
|
||
|
|
[
|
||
|
|
"brave",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"brave.images",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"brave.videos",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"duckduckgo",
|
||
|
|
"CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"google cse",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"google cse images",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"mojeek",
|
||
|
|
"Suspended: access denied"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"mojeek images",
|
||
|
|
"Suspended: access denied"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"mojeek news",
|
||
|
|
"Suspended: access denied"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"qwant",
|
||
|
|
"CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"qwant images",
|
||
|
|
"CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"seznam",
|
||
|
|
"timeout"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"startpage",
|
||
|
|
"Suspended: CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"startpage images",
|
||
|
|
"Suspended: CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"startpage news",
|
||
|
|
"Suspended: CAPTCHA"
|
||
|
|
]
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"category": "pricing",
|
||
|
|
"query": "VeriChain Attestation Exchange Users lack trustworthy decentralized coordination. Primary users are DeFi protocols and DAOs requiring verified real-world data (e.g., weather derivatives, carbon credit verification, supply chain compliance) that cannot rely on single-source oracles. Secondary users are professional auditors and data scientists who stake capital to earn yield from their expertise and reputation. pricing cost",
|
||
|
|
"result_count": 85,
|
||
|
|
"unresponsive_engines": [
|
||
|
|
[
|
||
|
|
"brave",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"brave.images",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"brave.videos",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"duckduckgo",
|
||
|
|
"CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"google cse",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"google cse images",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"mojeek",
|
||
|
|
"Suspended: access denied"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"mojeek images",
|
||
|
|
"Suspended: access denied"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"mojeek news",
|
||
|
|
"Suspended: access denied"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"qwant",
|
||
|
|
"CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"qwant images",
|
||
|
|
"CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"startpage",
|
||
|
|
"Suspended: CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"startpage images",
|
||
|
|
"Suspended: CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"startpage news",
|
||
|
|
"Suspended: CAPTCHA"
|
||
|
|
]
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"category": "customer_pain",
|
||
|
|
"query": "VeriChain Attestation Exchange Users lack trustworthy decentralized coordination. Primary users are DeFi protocols and DAOs requiring verified real-world data (e.g., weather derivatives, carbon credit verification, supply chain compliance) that cannot rely on single-source oracles. Secondary users are professional auditors and data scientists who stake capital to earn yield from their expertise and reputation. customer pain problem forum",
|
||
|
|
"result_count": 75,
|
||
|
|
"unresponsive_engines": [
|
||
|
|
[
|
||
|
|
"brave",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"brave.images",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"brave.videos",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"duckduckgo",
|
||
|
|
"CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"google cse",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"google cse images",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"mojeek",
|
||
|
|
"Suspended: access denied"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"mojeek images",
|
||
|
|
"Suspended: access denied"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"mojeek news",
|
||
|
|
"Suspended: access denied"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"qwant",
|
||
|
|
"CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"qwant images",
|
||
|
|
"CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"seznam",
|
||
|
|
"timeout"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"startpage",
|
||
|
|
"Suspended: CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"startpage images",
|
||
|
|
"Suspended: CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"startpage news",
|
||
|
|
"Suspended: CAPTCHA"
|
||
|
|
]
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"category": "market_alternatives",
|
||
|
|
"query": "VeriChain Attestation Exchange Users lack trustworthy decentralized coordination. Primary users are DeFi protocols and DAOs requiring verified real-world data (e.g., weather derivatives, carbon credit verification, supply chain compliance) that cannot rely on single-source oracles. Secondary users are professional auditors and data scientists who stake capital to earn yield from their expertise and reputation. alternatives tools services",
|
||
|
|
"result_count": 74,
|
||
|
|
"unresponsive_engines": [
|
||
|
|
[
|
||
|
|
"brave",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"brave.images",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"brave.videos",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"duckduckgo",
|
||
|
|
"CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"google cse",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"google cse images",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"mojeek",
|
||
|
|
"Suspended: access denied"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"mojeek images",
|
||
|
|
"Suspended: access denied"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"mojeek news",
|
||
|
|
"Suspended: access denied"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"qwant",
|
||
|
|
"CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"qwant images",
|
||
|
|
"CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"seznam",
|
||
|
|
"Suspended: timeout"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"startpage",
|
||
|
|
"Suspended: CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"startpage images",
|
||
|
|
"Suspended: CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"startpage news",
|
||
|
|
"Suspended: CAPTCHA"
|
||
|
|
]
|
||
|
|
]
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"category": "regulatory_platform_risks",
|
||
|
|
"query": "VeriChain Attestation Exchange Users lack trustworthy decentralized coordination. Primary users are DeFi protocols and DAOs requiring verified real-world data (e.g., weather derivatives, carbon credit verification, supply chain compliance) that cannot rely on single-source oracles. Secondary users are professional auditors and data scientists who stake capital to earn yield from their expertise and reputation. regulatory platform risk compliance",
|
||
|
|
"result_count": 75,
|
||
|
|
"unresponsive_engines": [
|
||
|
|
[
|
||
|
|
"brave",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"brave.images",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"brave.videos",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"duckduckgo",
|
||
|
|
"CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"google cse",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"google cse images",
|
||
|
|
"Suspended: too many requests"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"mojeek",
|
||
|
|
"Suspended: access denied"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"mojeek images",
|
||
|
|
"Suspended: access denied"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"mojeek news",
|
||
|
|
"Suspended: access denied"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"qwant",
|
||
|
|
"CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"qwant images",
|
||
|
|
"CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"seznam",
|
||
|
|
"Suspended: timeout"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"startpage",
|
||
|
|
"Suspended: CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"startpage images",
|
||
|
|
"Suspended: CAPTCHA"
|
||
|
|
],
|
||
|
|
[
|
||
|
|
"startpage news",
|
||
|
|
"Suspended: CAPTCHA"
|
||
|
|
]
|
||
|
|
]
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"errors": []
|
||
|
|
},
|
||
|
|
"model_research_failure": "",
|
||
|
|
"depth": "deep",
|
||
|
|
"explicit_research_failure": "",
|
||
|
|
"before_deep_coverage_ratio": 0.4
|
||
|
|
},
|
||
|
|
"legal_review_required": true,
|
||
|
|
"sol_final_ic_review": {
|
||
|
|
"score_adjustment": -16,
|
||
|
|
"decision": "REVISE_TOKEN_MODEL",
|
||
|
|
"rationale": "Protocol problem is credible for a testnet, but the token model is over-promoted and legally fragile. VERI is framed as fee currency, staking bond, governance asset, collateral, and a claim on protocol revenue with buybacks/yield, which creates clear securities-style risk and speculative value capture. Fee payment in a native token is not proven necessary versus stablecoin fees plus slashable collateral, and governance over validator sets/disputes may weaken neutrality. Autonomous operability is also low: expert-court disputes and manual calibration indicate the system is not yet trust-minimized enough for mainnet economics. Require a revised model that separates payment from collateral, removes revenue-claim/buyback language, validates slashing economics on testnet, and resolves legal review before any token launch."
|
||
|
|
},
|
||
|
|
"rank": 2
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"top_3": [],
|
||
|
|
"token_red_team_failures": {},
|
||
|
|
"token_utility_distribution": {
|
||
|
|
"protocol fee settlement": 1,
|
||
|
|
"staking tied to measurable service quality": 1,
|
||
|
|
"slashing / economic guarantees": 1,
|
||
|
|
"decentralized marketplace coordination": 1,
|
||
|
|
"Staking: Validators must stake VERI to participate in attestation markets; slashing risk is denominated in VERI.": 1,
|
||
|
|
"Fees: Data producers pay attestation fees in VERI, which are distributed to validators and the protocol treasury.": 1,
|
||
|
|
"Governance: Token holders vote on dispute resolution parameters, validator set composition, and protocol upgrades.": 1,
|
||
|
|
"Collateral: VERI can be used as collateral in the protocol's internal risk management system for high-value attestations.": 1
|
||
|
|
},
|
||
|
|
"crypto_thesis_saturation": {
|
||
|
|
"protocol_category_distribution": {
|
||
|
|
"API": 1,
|
||
|
|
"VeriChain": 1
|
||
|
|
},
|
||
|
|
"token_utility_distribution": {
|
||
|
|
"protocol fee settlement": 1,
|
||
|
|
"staking tied to measurable service quality": 1,
|
||
|
|
"slashing / economic guarantees": 1,
|
||
|
|
"decentralized marketplace coordination": 1,
|
||
|
|
"Staking: Validators must stake VERI to participate in attestation markets; slashing risk is denominated in VERI.": 1,
|
||
|
|
"Fees: Data producers pay attestation fees in VERI, which are distributed to validators and the protocol treasury.": 1,
|
||
|
|
"Governance: Token holders vote on dispute resolution parameters, validator set composition, and protocol upgrades.": 1,
|
||
|
|
"Collateral: VERI can be used as collateral in the protocol's internal risk management system for high-value attestations.": 1
|
||
|
|
},
|
||
|
|
"saturation_flags": []
|
||
|
|
},
|
||
|
|
"capability_gaps": [
|
||
|
|
{
|
||
|
|
"capability": "smart contract audit",
|
||
|
|
"count": 2,
|
||
|
|
"status": "MISSING",
|
||
|
|
"earliest_stage": "BEFORE_VALIDATION"
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"capability": "testnet deployment",
|
||
|
|
"count": 2,
|
||
|
|
"status": "MISSING",
|
||
|
|
"earliest_stage": "BEFORE_VALIDATION"
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"capability": "wallet auth",
|
||
|
|
"count": 2,
|
||
|
|
"status": "MISSING",
|
||
|
|
"earliest_stage": "BEFORE_VALIDATION"
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"capability": "key management",
|
||
|
|
"count": 2,
|
||
|
|
"status": "MISSING",
|
||
|
|
"earliest_stage": "BEFORE_VALIDATION"
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"capability": "oracle/provider monitoring",
|
||
|
|
"count": 2,
|
||
|
|
"status": "MISSING",
|
||
|
|
"earliest_stage": "BEFORE_VALIDATION"
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"capability": "token simulation harness",
|
||
|
|
"count": 2,
|
||
|
|
"status": "MISSING",
|
||
|
|
"earliest_stage": "BEFORE_VALIDATION"
|
||
|
|
},
|
||
|
|
{
|
||
|
|
"capability": "legal review workflow",
|
||
|
|
"count": 2,
|
||
|
|
"status": "MISSING",
|
||
|
|
"earliest_stage": "BEFORE_VALIDATION"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"system_metrics": {
|
||
|
|
"requested_protocol_count": 10,
|
||
|
|
"generation_attempts": 10,
|
||
|
|
"accepted_protocols": 2,
|
||
|
|
"duplicate_rejections": 0,
|
||
|
|
"token_necessity_rejections": 0,
|
||
|
|
"generation_sources": [
|
||
|
|
"qwen"
|
||
|
|
],
|
||
|
|
"token_unnecessary_rejections": 7,
|
||
|
|
"token_optional_route_to_saas": 3,
|
||
|
|
"crypto_novelty_removed": 0,
|
||
|
|
"hard_exclusion_rejections": 0,
|
||
|
|
"regeneration_attempts": 6,
|
||
|
|
"regenerated_protocols": 6,
|
||
|
|
"unfilled_slots_after_regeneration": 8,
|
||
|
|
"crypto_light_research_seconds": 98.82,
|
||
|
|
"crypto_light_research_sources": 10,
|
||
|
|
"research_insufficient_count": 0,
|
||
|
|
"protocol_security_gate_blocked": 0,
|
||
|
|
"protocol_security_gate_passed": 2,
|
||
|
|
"token_red_team_failures": {},
|
||
|
|
"top5_deep_research_count": 2,
|
||
|
|
"top5_research_coverage_before": {
|
||
|
|
"4070901e-c379-44f9-b802-0c42d97055e2": 0.2,
|
||
|
|
"f21d5c7b-9edc-4f29-a34f-0a80ca10a793": 0.4
|
||
|
|
},
|
||
|
|
"top5_research_coverage_after": {
|
||
|
|
"4070901e-c379-44f9-b802-0c42d97055e2": 0.2,
|
||
|
|
"f21d5c7b-9edc-4f29-a34f-0a80ca10a793": 0.4
|
||
|
|
},
|
||
|
|
"crypto_ranked_count": 2,
|
||
|
|
"crypto_top_3_count": 0,
|
||
|
|
"human_legal_gate_count": 2,
|
||
|
|
"legal_review_required": true
|
||
|
|
},
|
||
|
|
"stop_conditions": {
|
||
|
|
"token_sale": false,
|
||
|
|
"fundraising": false,
|
||
|
|
"mainnet_issuance": false,
|
||
|
|
"user_contact": false,
|
||
|
|
"real_spend": 0
|
||
|
|
}
|
||
|
|
}
|