{"id":89,"date":"2026-04-21T19:31:21","date_gmt":"2026-04-21T19:31:21","guid":{"rendered":"https:\/\/trader.tuce.app\/trader\/tac-v26-polymarket-research\/"},"modified":"2026-04-21T19:31:21","modified_gmt":"2026-04-21T19:31:21","slug":"tac-v26-polymarket-research","status":"publish","type":"page","link":"https:\/\/trader.tuce.app\/trader\/tac-v26-polymarket-research\/","title":{"rendered":"TAC v26 Polymarket Research"},"content":{"rendered":"        <div id=\"tac-v26-poly\" style=\"background:#0a0e1a;border-radius:12px;padding:20px;font-family:'Segoe UI',sans-serif;color:#e2e8f0;\">\n            <h2 style=\"color:#a78bfa;margin:0 0 5px 0;font-size:18px;\">\ud83d\udcc8 Polymarket 400M Trades \u2014 v26 Research Integration<\/h2>\n            <p style=\"color:#475569;font-size:12px;margin:0 0 15px 0;\">400 million prediction market trades (2020\u20132024) \u2014 connected to v26 Distribution + Surprise analysis<\/p>\n            <div id=\"v26-poly-full\" style=\"display:grid;grid-template-columns:1fr 1fr;gap:15px;\">\n                <div style=\"background:#111827;border-radius:8px;padding:15px;border:1px solid #1e3a5f;\" id=\"v26-poly-stats\">\n                    <h3 style=\"color:#34d399;margin:0 0 10px 0;font-size:13px;\">\ud83d\udcca Dataset Status<\/h3>\n                    <div style=\"color:#94a3b8;font-size:12px;\">Loading...<\/div>\n                <\/div>\n                <div style=\"background:#111827;border-radius:8px;padding:15px;border:1px solid #1e3a5f;\">\n                    <h3 style=\"color:#fbbf24;margin:0 0 10px 0;font-size:13px;\">\ud83d\udd2c v26 Analysis Capabilities<\/h3>\n                    <div style=\"font-size:11px;color:#94a3b8;display:grid;gap:6px;\">\n                        <div>\u2705 <b style=\"color:#00d4ff;\">CDSS<\/b> \u2014 Distribution shift scoring on prediction market price distributions<\/div>\n                        <div>\u2705 <b style=\"color:#a78bfa;\">LeWM Surprise<\/b> \u2014 Surprise scoring on prediction market outcome probabilities<\/div>\n                        <div>\u2705 <b style=\"color:#34d399;\">QuantAudit<\/b> \u2014 Historical edge vs realised outcomes audit<\/div>\n                        <div>\u2705 <b style=\"color:#fbbf24;\">TTQI Export<\/b> \u2014 Distribution-Safe Edge Pack using Polymarket as backtest<\/div>\n                        <div>\u2705 <b style=\"color:#f472b6;\">RGCS<\/b> \u2014 Residual graph certification on trade networks<\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n        <script>\n        (function(){\n            const nonce = '457dfe6283';\n            const apiBase = 'https:\/\/trader.tuce.app\/trader\/wp-admin\/admin-ajax.php';\n            const data = new FormData();\n            data.append('action', 'tac_v26_api');\n            data.append('nonce', nonce);\n            data.append('endpoint', '\/api\/v26\/polymarket-status');\n            fetch(apiBase, {method:'POST', body:data})\n                .then(r=>r.json()).then(r=>{\n                    if (!r.success) return;\n                    const d = r.data;\n                    const el = document.querySelector('#v26-poly-stats div');\n                    if (!el) return;\n                    const prog = Math.min(d.progress_pct||0, 100);\n                    el.innerHTML = `\n                        <div style=\"margin-bottom:8px;\">\n                            <div style=\"background:#1e3a5f;border-radius:4px;height:8px;\">\n                                <div style=\"background:#34d399;height:8px;border-radius:4px;width:${prog}%;\"><\/div>\n                            <\/div>\n                            <div style=\"font-size:10px;color:#475569;margin-top:2px;\">${prog}% complete<\/div>\n                        <\/div>\n                        <div>Download: <b style=\"color:#34d399\">${d.download_status}<\/b> (${d.downloaded_gb} GB)<\/div>\n                        <div>Extraction: <b style=\"color:#a78bfa\">${d.extraction_status}<\/b><\/div>\n                        <div>Files: <b style=\"color:#fbbf24\">${(d.extracted_files||0).toLocaleString()}<\/b> parquet files<\/div>\n                        <div>Size: <b style=\"color:#60a5fa\">${d.extracted_gb} GB<\/b><\/div>\n                        <div style=\"margin-top:5px;\">Dataset ID: <code style=\"color:#f472b6;font-size:10px;\">${d.dataset_id}<\/code><\/div>\n                        <div>TAC Bridge: <b style=\"color:${(d.tac_bridge||{}).status==='connected'?'#34d399':'#ef4444'}\">${(d.tac_bridge||{}).status||'?'}<\/b><\/div>\n                    `;\n                });\n        })();\n        <\/script>\n        \n\n        <div style=\"background:#0a0e1a;border-radius:12px;padding:20px;font-family:'Segoe UI',sans-serif;color:#e2e8f0;\">\n            <h2 style=\"color:#60a5fa;margin:0 0 5px 0;font-size:18px;\">\ud83e\udd16 v26 TTQI Agents \u2014 10 TAC-Facing Research Agents<\/h2>\n            <p style=\"color:#475569;font-size:12px;margin:0 0 15px 0;\">Note: 112 Company Agents are TUCE AI internal. These 10 are TAC-facing TTQI agents.<\/p>\n            <div style=\"display:grid;grid-template-columns:repeat(2,1fr);gap:10px;\">\n                                <div style=\"background:#111827;border-radius:8px;padding:12px;border-left:3px solid #00d4ff;\">\n                    <div style=\"font-size:12px;font-weight:600;color:#00d4ff;margin-bottom:4px;\">Distribution Shift TTQI Agent<\/div>\n                    <div style=\"font-size:11px;color:#94a3b8;margin-bottom:3px;\">Monitors real-time MMD + distribution shifts<\/div>\n                    <div style=\"font-size:10px;color:#475569;font-family:monospace;\">ttqi_v26_distribution_shift_agent<\/div>\n                <\/div>\n                                <div style=\"background:#111827;border-radius:8px;padding:12px;border-left:3px solid #a78bfa;\">\n                    <div style=\"font-size:12px;font-weight:600;color:#a78bfa;margin-bottom:4px;\">Surprise Governance TTQI Agent<\/div>\n                    <div style=\"font-size:11px;color:#94a3b8;margin-bottom:3px;\">LeWM surprise sizing and position governance<\/div>\n                    <div style=\"font-size:10px;color:#475569;font-family:monospace;\">ttqi_v26_surprise_governance_agent<\/div>\n                <\/div>\n                                <div style=\"background:#111827;border-radius:8px;padding:12px;border-left:3px solid #34d399;\">\n                    <div style=\"font-size:12px;font-weight:600;color:#34d399;margin-bottom:4px;\">QuantAudit TTQI Agent<\/div>\n                    <div style=\"font-size:11px;color:#94a3b8;margin-bottom:3px;\">Inflation gap + audit compliance monitoring<\/div>\n                    <div style=\"font-size:10px;color:#475569;font-family:monospace;\">ttqi_v26_quant_audit_agent<\/div>\n                <\/div>\n                                <div style=\"background:#111827;border-radius:8px;padding:12px;border-left:3px solid #fbbf24;\">\n                    <div style=\"font-size:12px;font-weight:600;color:#fbbf24;margin-bottom:4px;\">Residual Graph Certification TTQI Agent<\/div>\n                    <div style=\"font-size:11px;color:#94a3b8;margin-bottom:3px;\">RGCS certification of trade execution quality<\/div>\n                    <div style=\"font-size:10px;color:#475569;font-family:monospace;\">ttqi_v26_residual_graph_agent<\/div>\n                <\/div>\n                                <div style=\"background:#111827;border-radius:8px;padding:12px;border-left:3px solid #f472b6;\">\n                    <div style=\"font-size:12px;font-weight:600;color:#f472b6;margin-bottom:4px;\">Hybrid Chaos Agreement TTQI Agent<\/div>\n                    <div style=\"font-size:11px;color:#94a3b8;margin-bottom:3px;\">Classical + quantum Lyapunov chaos monitoring<\/div>\n                    <div style=\"font-size:10px;color:#475569;font-family:monospace;\">ttqi_v26_hybrid_chaos_agent<\/div>\n                <\/div>\n                                <div style=\"background:#111827;border-radius:8px;padding:12px;border-left:3px solid #60a5fa;\">\n                    <div style=\"font-size:12px;font-weight:600;color:#60a5fa;margin-bottom:4px;\">Physics Graph Explorer TTQI Agent<\/div>\n                    <div style=\"font-size:11px;color:#94a3b8;margin-bottom:3px;\">Physics surface + billiard recurrence analysis<\/div>\n                    <div style=\"font-size:10px;color:#475569;font-family:monospace;\">ttqi_v26_physics_graph_agent<\/div>\n                <\/div>\n                                <div style=\"background:#111827;border-radius:8px;padding:12px;border-left:3px solid #818cf8;\">\n                    <div style=\"font-size:12px;font-weight:600;color:#818cf8;margin-bottom:4px;\">Quantum Utility Scheduler TTQI Agent<\/div>\n                    <div style=\"font-size:11px;color:#94a3b8;margin-bottom:3px;\">QUS quantum utility scoring and scheduling<\/div>\n                    <div style=\"font-size:10px;color:#475569;font-family:monospace;\">ttqi_v26_quantum_utility_agent<\/div>\n                <\/div>\n                                <div style=\"background:#111827;border-radius:8px;padding:12px;border-left:3px solid #fb923c;\">\n                    <div style=\"font-size:12px;font-weight:600;color:#fb923c;margin-bottom:4px;\">Product Forge TTQI Agent<\/div>\n                    <div style=\"font-size:11px;color:#94a3b8;margin-bottom:3px;\">Distribution-safe product creation and export<\/div>\n                    <div style=\"font-size:10px;color:#475569;font-family:monospace;\">ttqi_v26_product_forge_agent<\/div>\n                <\/div>\n                                <div style=\"background:#111827;border-radius:8px;padding:12px;border-left:3px solid #4ade80;\">\n                    <div style=\"font-size:12px;font-weight:600;color:#4ade80;margin-bottom:4px;\">Polymarket Research TTQI Agent<\/div>\n                    <div style=\"font-size:11px;color:#94a3b8;margin-bottom:3px;\">400M trades research + prediction market analysis<\/div>\n                    <div style=\"font-size:10px;color:#475569;font-family:monospace;\">ttqi_v26_polymarket_research_agent<\/div>\n                <\/div>\n                                <div style=\"background:#111827;border-radius:8px;padding:12px;border-left:3px solid #f87171;\">\n                    <div style=\"font-size:12px;font-weight:600;color:#f87171;margin-bottom:4px;\">Live Feed Governance TTQI Agent<\/div>\n                    <div style=\"font-size:11px;color:#94a3b8;margin-bottom:3px;\">Real-time Binance\/Coinbase feed governance overlay<\/div>\n                    <div style=\"font-size:10px;color:#475569;font-family:monospace;\">ttqi_v26_live_feed_governance_agent<\/div>\n                <\/div>\n                            <\/div>\n            <div style=\"margin-top:15px;background:#111827;border-radius:8px;padding:10px;border:1px solid #1e3a5f;\">\n                <p style=\"color:#475569;font-size:11px;margin:0;\">\ud83d\udca1 <b style=\"color:#94a3b8;\">Agent Architecture:<\/b> 10 TTQI v26 agents (TAC-facing) + 112 Company Agents (TUCE AI internal) + 25 TTQI v25 agents = full research ecosystem<\/p>\n            <\/div>\n        <\/div>\n        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