{
  "generated_at": "2026-08-22T23:53:16.247Z",
  "schema_version": "hackathonhelp.api.v2",
  "deals": [
    {
      "id": "dp-api-cloud-ai-hackathon-2026-api-cloud-ai-hackathon-2026",
      "slug": "api-cloud-ai-hackathon-2026-api-cloud-ai-hackathon-2026",
      "title": "DevNetwork [API + Cloud + AI] Hackathon 2026",
      "organizer": "DevNetwork",
      "prize_usd": 39500,
      "prize_raw": "$39,500",
      "registrants": 885,
      "starts_at": "2026-08-17T00:00:00.000Z",
      "ends_at": "2026-09-03T23:59:00.000Z",
      "time_left": "12 days left",
      "location_type": "online",
      "location": "Santa Clara Convention Center and Online",
      "themes": [
        "IoT",
        "Low/No Code",
        "Machine Learning/AI"
      ],
      "open_to_all": true,
      "prizes_counts": {
        "cash": 8,
        "other": 0
      },
      "open_state": "open",
      "winners_announced": false,
      "featured": false,
      "submission_gallery_url": "https://api-cloud-ai-hackathon-2026.devpost.com/project-gallery",
      "source_url": "https://api-cloud-ai-hackathon-2026.devpost.com/",
      "source": "devpost",
      "source_authority": "official_platform_api",
      "observed_at": "2026-08-22T23:51:51.143Z",
      "days_left": 13,
      "gates": {
        "registration_open": true,
        "deadline_future": true,
        "remote_ok": true,
        "age_confirmed": null,
        "student_only": false,
        "country_restricted": null
      },
      "eligibility": {
        "eligible": true,
        "failed": [],
        "confidence": "platform_metadata_unverified",
        "notes": null
      },
      "prize": {
        "advertised_value": 39500,
        "cash_value": 39500,
        "credits_value": null,
        "hardware_value": null,
        "normalized_value": 39500,
        "headline_inflation": 0
      },
      "field": {
        "registrations": 885,
        "family_prior": {
          "submissions_per_registration": 0.05,
          "source": "lablab historicals: AMD I 4.5%, AMD II 5.6%, AI Genesis 5.3%"
        },
        "field_status": "usable",
        "estimated_serious_field": 71,
        "field_p10": 46,
        "field_p50": 71,
        "field_p90": 110,
        "funnel": null
      },
      "slots": {
        "p10": 3,
        "p50": 6,
        "p90": 12
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      "fit": {
        "strategic_fit": 0.22,
        "code_reuse": 0.1,
        "effective_p80_hours": 36
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      "score_v01": {
        "components": {
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          "winnability": 45,
          "historical_winner_quality": null,
          "judging_tractability": null,
          "organizer_quality": null
        },
        "known_components": 2,
        "opportunity_score": 66
      },
      "metrics": {
        "equal_share_naive": 44.63,
        "fair_share_serious": 556.34,
        "days_left": 13
      },
      "cautions": [],
      "payout": {
        "paying_slots": {
          "p10": 4,
          "p50": 8,
          "p90": 16
        },
        "paying_slots_source": "platform_reported",
        "baseline_any_payout": 0.113,
        "p_paid": 0.113,
        "ev_cash_heuristic": 4451,
        "note": "slot count assumed until prize ladders are verified on official pages"
      },
      "decision": {
        "action": "SPRINT",
        "reason": "tight but real (10-14d finish prior 97%)",
        "feasibility": 0.97,
        "feasibility_label": "10-14d",
        "latest_safe_start": "2026-08-23",
        "p_finish_proxy": 0.97,
        "build_model": {
          "p50_hours": 25,
          "p80_hours": 40,
          "hours_per_day": 4,
          "buffer_days": 2,
          "shadow_hour_value_usd": 25
        },
        "opportunity_cost_usd": 900
      },
      "mega": {
        "score": 35,
        "reasons": [
          "$556.34 normalized prize per estimated submission"
        ],
        "category": "value_competition_gap"
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      "order_key": 35074.4,
      "attention": 35074.4,
      "attention_breakdown": {
        "action": "SPRINT",
        "score": 66,
        "formula": "SPRINT - tight but real (10-14d finish prior 97%)"
      }
    },
    {
      "id": "man-telegraph-h1",
      "slug": "telegraph-h1",
      "title": "Telegraph H1 Hackathon",
      "organizer": "Telegraph Protocol",
      "prize_usd": 5000,
      "prize_raw": null,
      "registrants": null,
      "starts_at": "2026-08-17",
      "ends_at": "2026-09-07",
      "first_deadline": "2026-08-31",
      "deadline_note": "H1 first deadline Aug 31 (miner/script submissions); season runs to Sep 7",
      "time_left": null,
      "location_type": "online",
      "location": "Online",
      "themes": [
        "api",
        "machine-intelligence",
        "evaluation",
        "agents"
      ],
      "open_to_all": true,
      "source_url": "https://hackathon.telegraphprotocol.com/",
      "source": "manual",
      "source_authority": "official_rules",
      "observed_at": "2026-08-22T23:52:03.133Z",
      "manual": {
        "prize_breakdown": {
          "advertised": 5000,
          "cash": 5000,
          "credits": null
        },
        "eligibility_note": "Open to developers per official site; explicit age/prize rules not found - confirm before EV math",
        "field_note": "early, no useful count",
        "judging": null,
        "organizer_quality": 0.85,
        "technical_depth_prior": null,
        "family_prior_override": null
      },
      "days_left": 9,
      "gates": {
        "registration_open": true,
        "deadline_future": true,
        "remote_ok": true,
        "age_confirmed": true,
        "student_only": false,
        "country_restricted": null
      },
      "eligibility": {
        "eligible": true,
        "failed": [],
        "confidence": "official_rules",
        "notes": "Open to developers per official site; explicit age/prize rules not found - confirm before EV math"
      },
      "prize": {
        "advertised_value": 5000,
        "cash_value": 5000,
        "credits_value": null,
        "hardware_value": null,
        "normalized_value": 5000,
        "headline_inflation": 0
      },
      "field": {
        "registrations": null,
        "family_prior": {
          "submissions_per_registration": 0.05,
          "source": "lablab historicals: AMD I 4.5%, AMD II 5.6%, AI Genesis 5.3%"
        },
        "field_status": "forming",
        "estimated_serious_field": null,
        "field_p10": null,
        "field_p50": null,
        "field_p90": null,
        "funnel": null
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      "slots": {
        "p10": 3,
        "p50": 6,
        "p90": 12
      },
      "contract": {
        "slug": "telegraph-h1",
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          "open_to_all": "TRUE",
          "student_only": "FALSE",
          "age_restricted": "UNKNOWN",
          "min_age": null,
          "countries_restricted": [],
          "online_participation": "TRUE",
          "team_required": "UNKNOWN",
          "max_team_size": null
        },
        "tracks": [
          {
            "name": "Miner Track",
            "prize_usd": 2000
          },
          {
            "name": "Script Author Track",
            "prize_usd": 1000
          },
          {
            "name": "Application Track",
            "prize_usd": 2000
          }
        ],
        "required_tech": [
          "Telegraph protocol"
        ],
        "optional_sponsor_tech": [],
        "judging": {
          "Normalized Performance (within Intent)": "75%",
          "Engagement & Updates on X": "25%",
          "Telegraph's automated eval of script": "HIGH",
          "Accuracy of miner rankings produced": "HIGH",
          "Resistance to gaming": "HIGH",
          "Users acquired & activity": "HIGH",
          "Usage and adoption": "HIGH",
          "Creativity and usefulness": "HIGH",
          "Must use Telegraph miners": "HIGH"
        },
        "deliverables": [
          "live Miner integration",
          "evaluation script",
          "working application or agent",
          "X posts with progress updates",
          "Discord participation"
        ],
        "originality": {
          "new_project_required": "UNKNOWN",
          "preexisting_code_allowed": "UNKNOWN",
          "disclosure_required": "UNKNOWN"
        },
        "prizes": [
          {
            "rank_or_track": "Miner Track 1st",
            "cash_usd": 1000,
            "credits_usd": null,
            "other": null
          },
          {
            "rank_or_track": "Miner Track 2nd",
            "cash_usd": 600,
            "credits_usd": null,
            "other": null
          },
          {
            "rank_or_track": "Miner Track 3rd",
            "cash_usd": 400,
            "credits_usd": null,
            "other": null
          },
          {
            "rank_or_track": "Script Author Track 1st",
            "cash_usd": 500,
            "credits_usd": null,
            "other": null
          },
          {
            "rank_or_track": "Script Author Track 2nd",
            "cash_usd": 300,
            "credits_usd": null,
            "other": null
          },
          {
            "rank_or_track": "Script Author Track 3rd",
            "cash_usd": 200,
            "credits_usd": null,
            "other": null
          },
          {
            "rank_or_track": "Application Track 1st",
            "cash_usd": 1000,
            "credits_usd": null,
            "other": null
          },
          {
            "rank_or_track": "Application Track 2nd",
            "cash_usd": 600,
            "credits_usd": null,
            "other": null
          },
          {
            "rank_or_track": "Application Track 3rd",
            "cash_usd": 400,
            "credits_usd": null,
            "other": null
          }
        ],
        "build_window": {
          "start": "2026-08-17",
          "end": "2026-09-07T12:00:00Z"
        },
        "sources": [
          {
            "url": "https://hackathon.telegraphprotocol.com/",
            "quote": "SEASON I · 2026 · OPEN TO ANY DEVELOPER"
          },
          {
            "url": "https://hackathon.telegraphprotocol.com/rules",
            "quote": "TOTAL PRIZE POOL $5,000 USD"
          },
          {
            "url": "https://hackathon.telegraphprotocol.com/rules",
            "quote": "75 points — Normalized Performance (your score relative to the best Miner in your specific Intent) 25 points — X Engagement & Transparency"
          },
          {
            "url": "https://hackathon.telegraphprotocol.com/rules",
            "quote": "Applications in Track 3 must use real Telegraph Miners. Simulated or mocked data is not allowed."
          },
          {
            "url": "https://hackathon.telegraphprotocol.com/rules",
            "quote": "All participants must join the official Hackathon Discord."
          },
          {
            "url": "https://hackathon.telegraphprotocol.com/rules",
            "quote": "All updates used for judging must be publicly posted on X and properly tagged."
          },
          {
            "url": "https://hackathon.telegraphprotocol.com/",
            "quote": "SEP 7, 2026 · 12:00 UTC · SUBMISSIONS CLOSE"
          }
        ],
        "validated": true,
        "validator": "deterministic-v1",
        "fit_boost": 0
      },
      "fit": {
        "strategic_fit": 1,
        "code_reuse": 0.55,
        "effective_p80_hours": 18
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      "score_v01": {
        "components": {
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          "winnability": null,
          "historical_winner_quality": null,
          "judging_tractability": null,
          "organizer_quality": 85
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        "known_components": 1,
        "opportunity_score": 76
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      "metrics": {
        "equal_share_naive": null,
        "fair_share_serious": null,
        "days_left": 9
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      "cautions": [
        "prize not published on platform card — see official page"
      ],
      "payout": {
        "paying_slots": {
          "p10": 3,
          "p50": 6,
          "p90": 12
        },
        "paying_slots_source": "assumed",
        "baseline_any_payout": null,
        "p_paid": null,
        "ev_cash_heuristic": null,
        "note": "slot count assumed until prize ladders are verified on official pages"
      },
      "decision": {
        "action": "SPRINT",
        "reason": "tight but real (7-10d finish prior 90%)",
        "feasibility": 0.9,
        "feasibility_label": "7-10d",
        "latest_safe_start": "2026-08-31",
        "p_finish_proxy": 0.9,
        "build_model": {
          "p50_hours": 25,
          "p80_hours": 40,
          "hours_per_day": 4,
          "buffer_days": 2,
          "shadow_hour_value_usd": 25
        },
        "opportunity_cost_usd": 450
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      "mega": null,
      "order_key": 35068.4,
      "attention": 35068.4,
      "attention_breakdown": {
        "action": "SPRINT",
        "score": 76,
        "formula": "SPRINT - tight but real (7-10d finish prior 90%)"
      }
    },
    {
      "id": "man-ai-infra-summit-hackathon",
      "slug": "ai-infra-summit-hackathon",
      "title": "AI Infra Summit Hackathon",
      "organizer": "lablab.ai x Kisaco Research",
      "prize_usd": 10500,
      "prize_raw": "$10,500 confirmed + partner prizes being finalized (Intel VLA track $2k/$1.5k/$1k)",
      "registrants": 1859,
      "starts_at": "2026-09-10",
      "ends_at": "2026-09-17",
      "first_deadline": null,
      "deadline_note": null,
      "time_left": null,
      "location_type": "online",
      "location": "Hybrid - online build Sep 10-16",
      "themes": [
        "ai-infrastructure",
        "intel",
        "qualcomm",
        "production-ai"
      ],
      "open_to_all": true,
      "source_url": "https://lablab.ai/ai-hackathons/ai-infra-summit-hackathon",
      "source": "manual",
      "source_authority": "official_rules",
      "observed_at": "2026-08-22T23:52:03.133Z",
      "manual": {
        "prize_breakdown": {
          "advertised": 10500,
          "cash": 10500,
          "credits": null,
          "_note": "$10,500 confirmed + partner prizes being finalized (Intel VLA track $2k/$1.5k/$1k)"
        },
        "eligibility_note": null,
        "field_note": null,
        "judging": "application of tech, business value, originality",
        "organizer_quality": 0.85,
        "technical_depth_prior": null,
        "family_prior_override": null
      },
      "days_left": 26,
      "gates": {
        "registration_open": true,
        "deadline_future": true,
        "remote_ok": true,
        "age_confirmed": true,
        "student_only": false,
        "country_restricted": null
      },
      "eligibility": {
        "eligible": true,
        "failed": [],
        "confidence": "official_rules",
        "notes": "application of tech, business value, originality"
      },
      "prize": {
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        "cash_value": 10500,
        "credits_value": null,
        "hardware_value": null,
        "normalized_value": 10500,
        "headline_inflation": 0
      },
      "field": {
        "registrations": 1859,
        "family_prior": {
          "submissions_per_registration": 0.05,
          "source": "lablab historicals: AMD I 4.5%, AMD II 5.6%, AI Genesis 5.3%"
        },
        "field_status": "usable",
        "estimated_serious_field": 93,
        "field_p10": 60,
        "field_p50": 93,
        "field_p90": 144,
        "funnel": null
      },
      "slots": {
        "p10": 3,
        "p50": 6,
        "p90": 12
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      "fit": {
        "strategic_fit": 0,
        "code_reuse": 0.1,
        "effective_p80_hours": 36
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      "score_v01": {
        "components": {
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          "winnability": 44,
          "historical_winner_quality": null,
          "judging_tractability": 82,
          "organizer_quality": 85
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        "known_components": 4,
        "opportunity_score": 82
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      "metrics": {
        "equal_share_naive": 5.65,
        "fair_share_serious": 112.9,
        "days_left": 26
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      "cautions": [],
      "payout": {
        "paying_slots": {
          "p10": 3,
          "p50": 6,
          "p90": 12
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        "paying_slots_source": "assumed",
        "baseline_any_payout": 0.065,
        "p_paid": 0.065,
        "ev_cash_heuristic": 677,
        "note": "slot count assumed until prize ladders are verified on official pages"
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      "decision": {
        "action": "PREP",
        "reason": "commit by 2026-09-06",
        "feasibility": 1,
        "feasibility_label": "14d+",
        "latest_safe_start": "2026-09-06",
        "p_finish_proxy": 1,
        "build_model": {
          "p50_hours": 25,
          "p80_hours": 40,
          "hours_per_day": 4,
          "buffer_days": 2,
          "shadow_hour_value_usd": 25
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        "opportunity_cost_usd": 900
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      "mega": {
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        "reasons": [
          "$112.9 normalized prize per estimated submission"
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        "category": "value_competition_gap"
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      "order_key": 30088.8,
      "attention": 30088.8,
      "attention_breakdown": {
        "action": "PREP",
        "score": 82,
        "formula": "PREP - commit by 2026-09-06"
      }
    },
    {
      "id": "br-boss-battle-boss-battle",
      "slug": "br-boss-battle-boss-battle",
      "title": "BOSS Battle",
      "organizer": null,
      "prize_usd": null,
      "prize_raw": null,
      "registrants": 33,
      "starts_at": null,
      "ends_at": "2026-09-28T18:29:00.000Z",
      "time_left": "37 days left",
      "location_type": "online",
      "location": "Online",
      "themes": [],
      "open_to_all": true,
      "source_url": "https://boss-battle.devfolio.co",
      "source": "brabble",
      "source_authority": "unverified",
      "observed_at": "2026-08-22T23:52:02.449Z",
      "eligibility_flags": [],
      "days_left": 37,
      "gates": {
        "registration_open": true,
        "deadline_future": true,
        "remote_ok": true,
        "age_confirmed": null,
        "student_only": false,
        "country_restricted": null
      },
      "eligibility": {
        "eligible": true,
        "failed": [],
        "confidence": "official_rules",
        "notes": "Bitcoin/Nostr tracks, technical judging; age rules not explicit"
      },
      "prize": {
        "advertised_value": 3000,
        "cash_value": 3000,
        "credits_value": null,
        "hardware_value": null,
        "normalized_value": 3000,
        "headline_inflation": 0
      },
      "field": {
        "registrations": 33,
        "family_prior": {
          "submissions_per_registration": 0.05,
          "source": "lablab historicals: AMD I 4.5%, AMD II 5.6%, AI Genesis 5.3%"
        },
        "field_status": "usable",
        "estimated_serious_field": 12,
        "field_p10": 8,
        "field_p50": 12,
        "field_p90": 19,
        "funnel": null
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      "slots": {
        "p10": 3,
        "p50": 6,
        "p90": 12
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      "fit": {
        "strategic_fit": 0,
        "code_reuse": 0.1,
        "effective_p80_hours": 36
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      "score_v01": {
        "components": {
          "expected_prize_value": 100,
          "winnability": 60,
          "historical_winner_quality": null,
          "judging_tractability": 82,
          "organizer_quality": null
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        "known_components": 3,
        "opportunity_score": 77
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      "metrics": {
        "equal_share_naive": 90.91,
        "fair_share_serious": 250,
        "days_left": 37
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      "cautions": [
        "prize not published on platform card — see official page"
      ],
      "payout": {
        "paying_slots": {
          "p10": 3,
          "p50": 6,
          "p90": 12
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        "paying_slots_source": "assumed",
        "baseline_any_payout": 0.5,
        "p_paid": 0.5,
        "ev_cash_heuristic": 1500,
        "note": "slot count assumed until prize ladders are verified on official pages"
      },
      "decision": {
        "action": "PREP",
        "reason": "far out; latest safe start 2026-09-17",
        "feasibility": 1,
        "feasibility_label": "14d+",
        "latest_safe_start": "2026-09-17",
        "p_finish_proxy": 1,
        "build_model": {
          "p50_hours": 25,
          "p80_hours": 40,
          "hours_per_day": 4,
          "buffer_days": 2,
          "shadow_hour_value_usd": 25
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        "opportunity_cost_usd": 900
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      "mega": {
        "score": 35,
        "reasons": [
          "$250 normalized prize per estimated submission"
        ],
        "category": "value_competition_gap"
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      "order_key": 30084.3,
      "attention": 30084.3,
      "attention_breakdown": {
        "action": "PREP",
        "score": 77,
        "formula": "PREP - far out; latest safe start 2026-09-17"
      }
    },
    {
      "id": "man-ethonline-2026",
      "slug": "ethonline-2026",
      "title": "ETHOnline 2026",
      "organizer": "ETHGlobal",
      "prize_usd": null,
      "prize_raw": "TBA; ETHGlobal Lisbon 2026 had $100K sponsor pool - depth expected",
      "registrants": null,
      "starts_at": "2026-09-04",
      "ends_at": "2026-09-16",
      "first_deadline": null,
      "deadline_note": null,
      "time_left": null,
      "location_type": "online",
      "location": "Online",
      "themes": [
        "ethereum",
        "agents",
        "verification",
        "payments"
      ],
      "open_to_all": true,
      "source_url": "https://ethglobal.com/events/online2026",
      "source": "manual",
      "source_authority": "official_rules",
      "observed_at": "2026-08-22T23:52:03.133Z",
      "manual": {
        "prize_breakdown": {
          "advertised": null,
          "cash": null,
          "credits": null,
          "_note": "TBA; ETHGlobal Lisbon 2026 had $100K sponsor pool - depth expected"
        },
        "eligibility_note": "Under-18 route exists w/ guardian consent (official rules)",
        "field_note": "curated admission, count not public",
        "judging": null,
        "organizer_quality": 0.95,
        "technical_depth_prior": "high",
        "family_prior_override": null
      },
      "days_left": 25,
      "gates": {
        "registration_open": true,
        "deadline_future": true,
        "remote_ok": true,
        "age_confirmed": true,
        "student_only": false,
        "country_restricted": null
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      "eligibility": {
        "eligible": true,
        "failed": [],
        "confidence": "official_rules",
        "notes": "Under-18 route exists w/ guardian consent (official rules)"
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        "credits_value": null,
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        "headline_inflation": null
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      "field": {
        "registrations": null,
        "family_prior": {
          "submissions_per_registration": 0.05,
          "source": "lablab historicals: AMD I 4.5%, AMD II 5.6%, AI Genesis 5.3%"
        },
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        "field_p50": null,
        "field_p90": null,
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        "p90": 12
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      "fit": {
        "strategic_fit": 0.74,
        "code_reuse": 0.1,
        "effective_p80_hours": 36
      },
      "score_v01": {
        "components": {
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          "winnability": null,
          "historical_winner_quality": 85,
          "judging_tractability": null,
          "organizer_quality": 95
        },
        "known_components": 2,
        "opportunity_score": 85
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      "metrics": {
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        "fair_share_serious": null,
        "days_left": 25
      },
      "cautions": [
        "prize pool not yet announced — rescore when tracks land"
      ],
      "payout": {
        "paying_slots": {
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          "p50": 6,
          "p90": 12
        },
        "paying_slots_source": "assumed",
        "baseline_any_payout": null,
        "p_paid": null,
        "ev_cash_heuristic": null,
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      "decision": {
        "action": "PREP",
        "reason": "commit by 2026-09-05",
        "feasibility": 1,
        "feasibility_label": "14d+",
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        "p_finish_proxy": 1,
        "build_model": {
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          "p80_hours": 40,
          "hours_per_day": 4,
          "buffer_days": 2,
          "shadow_hour_value_usd": 25
        },
        "opportunity_cost_usd": 900
      },
      "mega": null,
      "order_key": 30076.5,
      "attention": 30076.5,
      "attention_breakdown": {
        "action": "PREP",
        "score": 85,
        "formula": "PREP - commit by 2026-09-05"
      }
    },
    {
      "id": "dp-volthacks-volthacks",
      "slug": "volthacks-volthacks",
      "title": "VoltHacks",
      "organizer": "VoltHacks",
      "prize_usd": 35785,
      "prize_raw": "$35,785",
      "registrants": 1697,
      "starts_at": "2026-05-22T00:00:00.000Z",
      "ends_at": "2026-09-05T23:59:00.000Z",
      "time_left": "14 days left",
      "location_type": "online",
      "location": "Online",
      "themes": [
        "IoT",
        "Machine Learning/AI",
        "Beginner Friendly"
      ],
      "open_to_all": true,
      "prizes_counts": {
        "cash": 5,
        "other": 4
      },
      "open_state": "open",
      "winners_announced": false,
      "featured": false,
      "submission_gallery_url": "https://volthacks.devpost.com/project-gallery",
      "source_url": "https://volthacks.devpost.com/",
      "source": "devpost",
      "source_authority": "official_platform_api",
      "observed_at": "2026-08-22T23:51:50.629Z",
      "days_left": 15,
      "gates": {
        "registration_open": true,
        "deadline_future": true,
        "remote_ok": true,
        "age_confirmed": null,
        "student_only": false,
        "country_restricted": null
      },
      "eligibility": {
        "eligible": true,
        "failed": [],
        "confidence": "platform_metadata_unverified",
        "notes": null
      },
      "prize": {
        "advertised_value": 35785,
        "cash_value": 35785,
        "credits_value": null,
        "hardware_value": null,
        "normalized_value": 35785,
        "headline_inflation": 0
      },
      "field": {
        "registrations": 1697,
        "family_prior": {
          "submissions_per_registration": 0.05,
          "source": "lablab historicals: AMD I 4.5%, AMD II 5.6%, AI Genesis 5.3%"
        },
        "field_status": "usable",
        "estimated_serious_field": 85,
        "field_p10": 55,
        "field_p50": 85,
        "field_p90": 132,
        "funnel": null
      },
      "slots": {
        "p10": 3,
        "p50": 6,
        "p90": 12
      },
      "fit": {
        "strategic_fit": 0,
        "code_reuse": 0.1,
        "effective_p80_hours": 36
      },
      "score_v01": {
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          "winnability": 44,
          "historical_winner_quality": null,
          "judging_tractability": null,
          "organizer_quality": null
        },
        "known_components": 2,
        "opportunity_score": 65
      },
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        "equal_share_naive": 21.09,
        "fair_share_serious": 421,
        "days_left": 15
      },
      "cautions": [],
      "payout": {
        "paying_slots": {
          "p10": 3,
          "p50": 5,
          "p90": 10
        },
        "paying_slots_source": "platform_reported",
        "baseline_any_payout": 0.059,
        "p_paid": 0.059,
        "ev_cash_heuristic": 2105,
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      },
      "decision": {
        "action": "PREP",
        "reason": "commit by 2026-08-25",
        "feasibility": 1,
        "feasibility_label": "14d+",
        "latest_safe_start": "2026-08-25",
        "p_finish_proxy": 1,
        "build_model": {
          "p50_hours": 25,
          "p80_hours": 40,
          "hours_per_day": 4,
          "buffer_days": 2,
          "shadow_hour_value_usd": 25
        },
        "opportunity_cost_usd": 900
      },
      "mega": {
        "score": 35,
        "reasons": [
          "$421 normalized prize per estimated submission"
        ],
        "category": "value_competition_gap"
      },
      "order_key": 30073.5,
      "attention": 30073.5,
      "attention_breakdown": {
        "action": "PREP",
        "score": 65,
        "formula": "PREP - commit by 2026-08-25"
      }
    },
    {
      "id": "dp-ai-builders-hackathon-2026-ai-builders-hackathon-2026",
      "slug": "ai-builders-hackathon-2026-ai-builders-hackathon-2026",
      "title": "AI Builders Hackathon",
      "organizer": "AI",
      "prize_usd": 33900,
      "prize_raw": "$33,900",
      "registrants": 1996,
      "starts_at": "2026-08-21T00:00:00.000Z",
      "ends_at": "2026-09-15T23:59:00.000Z",
      "time_left": "24 days left",
      "location_type": "online",
      "location": "Online",
      "themes": [
        "Machine Learning/AI",
        "Open Ended",
        "Beginner Friendly"
      ],
      "open_to_all": true,
      "prizes_counts": {
        "cash": 2,
        "other": 3
      },
      "open_state": "open",
      "winners_announced": false,
      "featured": false,
      "submission_gallery_url": "https://ai-builders-hackathon-2026.devpost.com/project-gallery",
      "source_url": "https://ai-builders-hackathon-2026.devpost.com/",
      "source": "devpost",
      "source_authority": "official_platform_api",
      "observed_at": "2026-08-22T23:51:50.629Z",
      "days_left": 25,
      "gates": {
        "registration_open": true,
        "deadline_future": true,
        "remote_ok": true,
        "age_confirmed": null,
        "student_only": false,
        "country_restricted": null
      },
      "eligibility": {
        "eligible": true,
        "failed": [],
        "confidence": "platform_metadata_unverified",
        "notes": null
      },
      "prize": {
        "advertised_value": 33900,
        "cash_value": 33900,
        "credits_value": null,
        "hardware_value": null,
        "normalized_value": 33900,
        "headline_inflation": 0
      },
      "field": {
        "registrations": 1996,
        "family_prior": {
          "submissions_per_registration": 0.05,
          "source": "lablab historicals: AMD I 4.5%, AMD II 5.6%, AI Genesis 5.3%"
        },
        "field_status": "usable",
        "estimated_serious_field": 100,
        "field_p10": 65,
        "field_p50": 100,
        "field_p90": 155,
        "funnel": null
      },
      "slots": {
        "p10": 3,
        "p50": 6,
        "p90": 12
      },
      "fit": {
        "strategic_fit": 0,
        "code_reuse": 0.1,
        "effective_p80_hours": 36
      },
      "score_v01": {
        "components": {
          "expected_prize_value": 100,
          "winnability": 43,
          "historical_winner_quality": null,
          "judging_tractability": null,
          "organizer_quality": null
        },
        "known_components": 2,
        "opportunity_score": 65
      },
      "metrics": {
        "equal_share_naive": 16.98,
        "fair_share_serious": 339,
        "days_left": 25
      },
      "cautions": [],
      "payout": {
        "paying_slots": {
          "p10": 1,
          "p50": 2,
          "p90": 4
        },
        "paying_slots_source": "platform_reported",
        "baseline_any_payout": 0.02,
        "p_paid": 0.02,
        "ev_cash_heuristic": 678,
        "note": "slot count assumed until prize ladders are verified on official pages"
      },
      "decision": {
        "action": "PREP",
        "reason": "commit by 2026-09-04",
        "feasibility": 1,
        "feasibility_label": "14d+",
        "latest_safe_start": "2026-09-04",
        "p_finish_proxy": 1,
        "build_model": {
          "p50_hours": 25,
          "p80_hours": 40,
          "hours_per_day": 4,
          "buffer_days": 2,
          "shadow_hour_value_usd": 25
        },
        "opportunity_cost_usd": 900
      },
      "mega": {
        "score": 35,
        "reasons": [
          "$339 normalized prize per estimated submission"
        ],
        "category": "value_competition_gap"
      },
      "order_key": 30073.5,
      "attention": 30073.5,
      "attention_breakdown": {
        "action": "PREP",
        "score": 65,
        "formula": "PREP - commit by 2026-09-04"
      }
    },
    {
      "id": "man-boss-battle",
      "slug": "boss-battle-bitshala",
      "title": "BOSS Battle",
      "organizer": "Bitshala",
      "prize_usd": 3000,
      "prize_raw": null,
      "registrants": null,
      "starts_at": "2026-09-07",
      "ends_at": "2026-10-05",
      "first_deadline": null,
      "deadline_note": null,
      "time_left": null,
      "location_type": "online",
      "location": "Online",
      "themes": [
        "bitcoin",
        "nostr",
        "privacy",
        "ai"
      ],
      "open_to_all": true,
      "source_url": "https://boss-battle.devfolio.co/",
      "source": "manual",
      "source_authority": "platform_metadata_unverified",
      "observed_at": "2026-08-22T23:52:03.133Z",
      "manual": {
        "prize_breakdown": {
          "advertised": 3000,
          "cash": 3000,
          "credits": null
        },
        "eligibility_note": "Age/prize eligibility not explicit on public page - asterisk until verified",
        "field_note": "not published",
        "judging": "originality, technical depth, working demo, market insight",
        "organizer_quality": 0.75,
        "technical_depth_prior": null,
        "family_prior_override": null
      },
      "days_left": 44,
      "gates": {
        "registration_open": true,
        "deadline_future": true,
        "remote_ok": true,
        "age_confirmed": null,
        "student_only": false,
        "country_restricted": null
      },
      "eligibility": {
        "eligible": true,
        "failed": [],
        "confidence": "official_rules",
        "notes": "Age/prize eligibility not explicit on public page - asterisk until verified"
      },
      "prize": {
        "advertised_value": 3000,
        "cash_value": 3000,
        "credits_value": null,
        "hardware_value": null,
        "normalized_value": 3000,
        "headline_inflation": 0
      },
      "field": {
        "registrations": null,
        "family_prior": {
          "submissions_per_registration": 0.05,
          "source": "lablab historicals: AMD I 4.5%, AMD II 5.6%, AI Genesis 5.3%"
        },
        "field_status": "forming",
        "estimated_serious_field": null,
        "field_p10": null,
        "field_p50": null,
        "field_p90": null,
        "funnel": null
      },
      "slots": {
        "p10": 3,
        "p50": 6,
        "p90": 12
      },
      "contract": {
        "slug": "boss-battle-bitshala",
        "eligibility": {
          "open_to_all": "TRUE",
          "student_only": "UNKNOWN",
          "age_restricted": "UNKNOWN",
          "min_age": null,
          "countries_restricted": [],
          "online_participation": "TRUE",
          "team_required": "TRUE",
          "max_team_size": 3
        },
        "tracks": [
          {
            "name": "Machine Money",
            "prize_usd": 1000
          },
          {
            "name": "Freedom Stack",
            "prize_usd": 1000
          },
          {
            "name": "Cypherpunk",
            "prize_usd": 1000
          }
        ],
        "required_tech": [],
        "optional_sponsor_tech": [],
        "judging": {},
        "deliverables": [],
        "originality": {
          "new_project_required": "UNKNOWN",
          "preexisting_code_allowed": "UNKNOWN",
          "disclosure_required": "UNKNOWN"
        },
        "prizes": [
          {
            "rank_or_track": "Machine Money",
            "cash_usd": 1000,
            "credits_usd": null,
            "other": null
          },
          {
            "rank_or_track": "Freedom Stack",
            "cash_usd": 1000,
            "credits_usd": null,
            "other": null
          },
          {
            "rank_or_track": "Cypherpunk",
            "cash_usd": 1000,
            "credits_usd": null,
            "other": null
          }
        ],
        "build_window": {
          "start": "2026-09-07",
          "end": "2026-10-05"
        },
        "sources": [
          {
            "url": "https://boss-battle.devfolio.co/overview",
            "quote": "BOSS Battle flips that: it's virtual, it's open, and it's a hackathon instead of a summit."
          },
          {
            "url": "https://boss-battle.devfolio.co/prizes",
            "quote": "PRIZE POOL $3,000 — Bitshala Upto $3,000 — TRACKS: $1,000: Machine Money, $1,000: Freedom Stack, $1,000: Cypherpunk"
          },
          {
            "url": "https://boss-battle.devfolio.co/schedule",
            "quote": "07 SEP 2026 (MON) 12:00 AM Hackathon starts — 05 OCT 2026 (MON) 11:59 PM Hackathon ends"
          },
          {
            "url": "https://boss-battle.devfolio.co/overview",
            "quote": "Team size: 1 - 3"
          }
        ],
        "validated": true,
        "validator": "deterministic-v1",
        "fit_boost": 0
      },
      "fit": {
        "strategic_fit": 0,
        "code_reuse": 0.4,
        "effective_p80_hours": 24
      },
      "score_v01": {
        "components": {
          "expected_prize_value": null,
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          "historical_winner_quality": null,
          "judging_tractability": 82,
          "organizer_quality": 75
        },
        "known_components": 2,
        "opportunity_score": 71
      },
      "metrics": {
        "equal_share_naive": null,
        "fair_share_serious": null,
        "days_left": 44
      },
      "cautions": [
        "prize not published on platform card — see official page"
      ],
      "payout": {
        "paying_slots": {
          "p10": 3,
          "p50": 6,
          "p90": 12
        },
        "paying_slots_source": "assumed",
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      "decision": {
        "action": "PREP",
        "reason": "far out; latest safe start 2026-09-27",
        "feasibility": 1,
        "feasibility_label": "14d+",
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        "p_finish_proxy": 1,
        "build_model": {
          "p50_hours": 25,
          "p80_hours": 40,
          "hours_per_day": 4,
          "buffer_days": 2,
          "shadow_hour_value_usd": 25
        },
        "opportunity_cost_usd": 600
      },
      "mega": null,
      "order_key": 30063.9,
      "attention": 30063.9,
      "attention_breakdown": {
        "action": "PREP",
        "score": 71,
        "formula": "PREP - far out; latest safe start 2026-09-27"
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    }
  ]
}