← Latent forecasts

Forecast accuracy scoreboard

Every Tier 5 forecast (attention momentum + modality vectors) is snapshot daily and then retrospectively scored after 7+ days against actual mainstream-coverage delta for the topic. Same accountability we apply to pollsters, applied to ourselves.

Total snapshots
200
Scored (≥7 days old)
160
Confirmed
19
Missed
141
Accuracy %
11.9%

Recent snapshots

Date Topic Trend Momentum Top modality Articles before / after Result
2026-10-19 flock-cameras FALLING -37.7% urgency (3.3) pending pending
2026-10-19 scotus FALLING -43.9% urgency (12.0) pending pending
2026-10-19 israel-iran-strikes RISING +119.7% urgency (3.7) pending pending
2026-10-19 direction-of-country FALLING -20.7% certainty (3.1) pending pending
2026-10-19 presidential-approval FALLING -24.1% urgency (2.4) pending pending
2026-10-18 flock-cameras FALLING -31.1% urgency (3.2) pending pending
2026-10-18 scotus FALLING -35.6% urgency (9.3) pending pending
2026-10-18 israel-iran-strikes RISING +196.2% urgency (3.7) pending pending
2026-10-18 direction-of-country FALLING -33.1% urgency (3.8) pending pending
2026-10-18 presidential-approval FALLING -28.4% urgency (4.3) pending pending
2026-10-17 flock-cameras FALLING -26.5% urgency (3.7) pending pending
2026-10-17 scotus FALLING -20.5% urgency (6.8) pending pending
2026-10-17 israel-iran-strikes RISING +157.4% urgency (2.9) pending pending
2026-10-17 direction-of-country FLAT -4.2% certainty (3.4) pending pending
2026-10-17 presidential-approval FALLING -28.3% urgency (4.5) pending pending
2026-10-16 flock-cameras FALLING -22.5% urgency (3.0) pending pending
2026-10-16 scotus FALLING -12.5% urgency (30.7) pending pending
2026-10-16 israel-iran-strikes RISING +117.1% urgency (2.5) pending pending
2026-10-16 direction-of-country FLAT +0.3% urgency (3.2) pending pending
2026-10-16 presidential-approval FALLING -26.0% urgency (3.7) pending pending
2026-10-15 flock-cameras FALLING -21.1% urgency (3.2) pending pending
2026-10-15 scotus FALLING -18.3% urgency (13.4) pending pending
2026-10-15 israel-iran-strikes RISING +72.2% urgency (2.4) pending pending
2026-10-15 direction-of-country FLAT -7.7% urgency (7.6) pending pending
2026-10-15 presidential-approval FALLING -27.4% urgency (3.0) pending pending
2026-10-14 flock-cameras FALLING -23.8% urgency (3.6) pending pending
2026-10-14 scotus FALLING -24.3% urgency (3.6) pending pending
2026-10-14 israel-iran-strikes RISING +75.3% urgency (2.2) pending pending
2026-10-14 direction-of-country FALLING -23.4% hope (6.1) pending pending
2026-10-14 presidential-approval FALLING -29.4% urgency (4.3) pending pending
2026-10-13 flock-cameras FALLING -32.1% urgency (3.9) pending pending
2026-10-13 scotus FALLING -41.0% urgency (3.0) pending pending
2026-10-13 israel-iran-strikes RISING +150.7% urgency (2.8) pending pending
2026-10-13 direction-of-country FALLING -22.2% urgency (2.3) pending pending
2026-10-13 presidential-approval FALLING -29.6% urgency (3.1) pending pending
2026-10-12 flock-cameras FALLING -37.6% urgency (3.4) pending pending
2026-10-12 scotus FALLING -43.4% urgency (4.5) pending pending
2026-10-12 israel-iran-strikes RISING +97.8% urgency (2.6) pending pending
2026-10-12 direction-of-country FALLING -30.1% urgency (5.4) pending pending
2026-10-12 presidential-approval FALLING -31.0% urgency (4.1) pending pending
2026-10-11 flock-cameras FALLING -36.6% urgency (3.7) 141 → 129 ✗ predicted fall missed
2026-10-11 scotus FALLING -40.5% urgency (3.2) 111 → 75 ✗ predicted fall missed
2026-10-11 israel-iran-strikes RISING +72.3% urgency (1.9) 175 → 169 ✗ predicted rise missed
2026-10-11 direction-of-country FALLING -17.9% urgency (6.7) 282 → 294 ✗ predicted fall missed
2026-10-11 presidential-approval FALLING -33.0% urgency (3.7) 462 → 501 ✗ predicted fall missed
2026-10-10 flock-cameras FALLING -32.4% urgency (3.3) 139 → 131 ✗ predicted fall missed
2026-10-10 scotus FALLING -40.0% urgency (3.4) 111 → 72 ✓ predicted fall confirmed
2026-10-10 israel-iran-strikes RISING +80.9% doubt (1.6) 169 → 180 ✗ predicted rise missed
2026-10-10 direction-of-country FALLING -20.5% hope (4.5) 287 → 292 ✗ predicted fall missed
2026-10-10 presidential-approval FALLING -26.6% urgency (5.2) 457 → 497 ✗ predicted fall missed
2026-10-09 flock-cameras FALLING -26.2% urgency (3.6) 134 → 143 ✗ predicted fall missed
2026-10-09 scotus FALLING -33.4% urgency (15.5) 108 → 76 ✗ predicted fall missed
2026-10-09 israel-iran-strikes RISING +179.4% doubt (1.6) 161 → 185 ✗ predicted rise missed
2026-10-09 direction-of-country FALLING -22.5% urgency (4.4) 297 → 288 ✗ predicted fall missed
2026-10-09 presidential-approval FALLING -24.1% urgency (3.6) 472 → 500 ✗ predicted fall missed
2026-10-08 flock-cameras FALLING -21.8% urgency (3.1) 134 → 145 ✗ predicted fall missed
2026-10-08 scotus FALLING -27.2% urgency (3.2) 99 → 86 ✗ predicted fall missed
2026-10-08 israel-iran-strikes RISING +250.0% doubt (1.9) 169 → 190 ✗ predicted rise missed
2026-10-08 direction-of-country FALLING -19.8% certainty (2.6) 292 → 303 ✗ predicted fall missed
2026-10-08 presidential-approval FALLING -17.2% urgency (4.1) 486 → 501 ✗ predicted fall missed
2026-10-07 flock-cameras FALLING -22.5% urgency (3.3) 124 → 152 ✗ predicted fall missed
2026-10-07 scotus FALLING -20.1% certainty (2.4) 90 → 93 ✗ predicted fall missed
2026-10-07 israel-iran-strikes RISING +172.4% urgency (2.0) 164 → 188 ✗ predicted rise missed
2026-10-07 direction-of-country FALLING -21.4% urgency (6.5) 293 → 295 ✗ predicted fall missed
2026-10-07 presidential-approval FALLING -20.3% urgency (4.3) 475 → 481 ✗ predicted fall missed
2026-10-06 flock-cameras FALLING -34.9% urgency (3.4) 137 → 150 ✗ predicted fall missed
2026-10-06 scotus FALLING -29.3% urgency (15.4) 98 → 92 ✗ predicted fall missed
2026-10-06 israel-iran-strikes RISING +79.3% urgency (1.3) 159 → 193 ✗ predicted rise missed
2026-10-06 direction-of-country FALLING -29.5% certainty (4.9) 298 → 281 ✗ predicted fall missed
2026-10-06 presidential-approval FALLING -30.7% urgency (2.7) 490 → 474 ✗ predicted fall missed
2026-10-05 flock-cameras FALLING -37.7% urgency (3.4) 142 → 142 ✗ predicted fall missed
2026-10-05 scotus FALLING -40.4% urgency (11.1) 87 → 106 ✗ predicted fall missed
2026-10-05 israel-iran-strikes RISING +70.6% urgency (1.8) 174 → 177 ✗ predicted rise missed
2026-10-05 direction-of-country FALLING -37.8% hope (3.6) 302 → 283 ✗ predicted fall missed
2026-10-05 presidential-approval FALLING -35.3% urgency (3.1) 483 → 473 ✗ predicted fall missed
2026-10-04 flock-cameras FALLING -29.9% urgency (3.4) 137 → 139 ✗ predicted fall missed
2026-10-04 scotus FALLING -34.6% urgency (2.3) 85 → 111 ✗ predicted fall missed
2026-10-04 israel-iran-strikes RISING +41.7% urgency (1.7) 180 → 174 ✗ predicted rise missed
2026-10-04 direction-of-country FALLING -30.6% urgency (4.1) 307 → 279 ✗ predicted fall missed
2026-10-04 presidential-approval FALLING -32.6% urgency (3.5) 489 → 460 ✗ predicted fall missed
2026-10-03 flock-cameras FALLING -25.2% urgency (2.6) 144 → 139 ✗ predicted fall missed
2026-10-03 scotus FALLING -21.6% certainty (3.8) 87 → 112 ✗ predicted fall missed
2026-10-03 israel-iran-strikes RISING +29.7% urgency (1.8) 185 → 167 ✗ predicted rise missed
2026-10-03 direction-of-country FALLING -28.6% hope (2.8) 303 → 287 ✗ predicted fall missed
2026-10-03 presidential-approval FALLING -23.2% urgency (3.3) 489 → 457 ✗ predicted fall missed
2026-10-02 flock-cameras FALLING -25.9% urgency (4.1) 131 → 134 ✗ predicted fall missed
2026-10-02 scotus FALLING -11.2% urgency (21.5) 97 → 107 ✗ predicted fall missed
2026-10-02 israel-iran-strikes FLAT +8.3% urgency (2.8) 193 → 161 ✓ flat confirmed
2026-10-02 direction-of-country FALLING -38.8% urgency (3.8) 298 → 296 ✗ predicted fall missed
2026-10-02 presidential-approval FALLING -24.1% urgency (3.4) 483 → 473 ✗ predicted fall missed
2026-10-01 flock-cameras FALLING -22.2% urgency (4.4) 133 → 134 ✗ predicted fall missed
2026-10-01 scotus FALLING -18.9% urgency (7.8) 97 → 98 ✗ predicted fall missed
2026-10-01 israel-iran-strikes FLAT +3.0% urgency (2.3) 193 → 169 ✓ flat confirmed
2026-10-01 direction-of-country FALLING -25.9% urgency (4.3) 306 → 292 ✗ predicted fall missed
2026-10-01 presidential-approval FALLING -27.1% urgency (3.4) 503 → 486 ✗ predicted fall missed
2026-09-30 flock-cameras FALLING -24.6% urgency (3.2) 142 → 124 ✗ predicted fall missed
2026-09-30 scotus FALLING -24.9% urgency (8.1) 102 → 90 ✗ predicted fall missed
2026-09-30 israel-iran-strikes RISING +72.3% urgency (2.7) 212 → 164 ✗ predicted rise missed
2026-09-30 direction-of-country FALLING -11.9% urgency (4.0) 325 → 292 ✗ predicted fall missed
2026-09-30 presidential-approval FALLING -15.3% urgency (4.0) 529 → 475 ✗ predicted fall missed
2026-09-29 flock-cameras FALLING -29.4% urgency (4.2) 134 → 137 ✗ predicted fall missed
2026-09-29 scotus FALLING -30.1% urgency (6.3) 89 → 98 ✗ predicted fall missed
2026-09-29 israel-iran-strikes RISING +57.8% doubt (2.5) 225 → 159 ✗ predicted rise missed
2026-09-29 direction-of-country RISING +23.6% urgency (4.4) 332 → 298 ✗ predicted rise missed
2026-09-29 presidential-approval FLAT -0.6% urgency (2.8) 549 → 490 ✓ flat confirmed
2026-09-28 flock-cameras FALLING -27.7% urgency (3.2) 141 → 142 ✗ predicted fall missed
2026-09-28 scotus FALLING -20.5% urgency (11.0) 90 → 87 ✗ predicted fall missed
2026-09-28 israel-iran-strikes RISING +72.0% doubt (1.7) 221 → 174 ✗ predicted rise missed
2026-09-28 direction-of-country FLAT -5.7% hope (2.9) 347 → 302 ✓ flat confirmed
2026-09-28 presidential-approval RISING +16.7% urgency (2.8) 575 → 483 ✗ predicted rise missed
2026-09-27 flock-cameras FLAT +1.4% urgency (3.3) 154 → 137 ✓ flat confirmed
2026-09-27 scotus FLAT -1.6% urgency (7.4) 88 → 85 ✓ flat confirmed
2026-09-27 israel-iran-strikes RISING +73.0% urgency (2.9) 221 → 180 ✗ predicted rise missed
2026-09-27 direction-of-country FALLING -36.6% urgency (3.6) 371 → 307 ✗ predicted fall missed
2026-09-27 presidential-approval RISING +79.3% urgency (3.7) 593 → 490 ✗ predicted rise missed
2026-09-26 flock-cameras RISING +96.4% urgency (3.8) 146 → 144 ✗ predicted rise missed
2026-09-26 scotus RISING +27.1% urgency (7.7) 92 → 88 ✗ predicted rise missed
2026-09-26 israel-iran-strikes RISING +104.4% doubt (2.6) 223 → 185 ✗ predicted rise missed
2026-09-26 direction-of-country FALLING -20.5% urgency (6.7) 386 → 304 ✗ predicted fall missed
2026-09-26 presidential-approval RISING +138.5% urgency (3.4) 610 → 490 ✗ predicted rise missed
2026-09-25 flock-cameras RISING +191.6% urgency (3.4) 159 → 131 ✗ predicted rise missed
2026-09-25 scotus RISING +67.5% urgency (16.3) 81 → 98 ✗ predicted rise missed
2026-09-25 israel-iran-strikes RISING +171.0% doubt (2.6) 217 → 192 ✗ predicted rise missed
2026-09-25 direction-of-country FLAT -5.8% urgency (3.1) 409 → 298 ✓ flat confirmed
2026-09-25 presidential-approval RISING +100.0% urgency (4.0) 642 → 482 ✗ predicted rise missed
2026-09-24 flock-cameras RISING +131.9% urgency (3.7) 156 → 132 ✗ predicted rise missed
2026-09-24 scotus RISING +67.8% urgency (6.4) 80 → 98 ✗ predicted rise missed
2026-09-24 israel-iran-strikes RISING +157.6% doubt (1.2) 217 → 193 ✗ predicted rise missed
2026-09-24 direction-of-country RISING +15.7% urgency (6.1) 430 → 307 ✗ predicted rise missed
2026-09-24 presidential-approval RISING +100.0% urgency (3.5) 647 → 504 ✗ predicted rise missed
2026-09-23 flock-cameras FALLING -16.8% urgency (3.3) 153 → 142 ✗ predicted fall missed
2026-09-23 scotus RISING +24.5% certainty (1.7) 89 → 103 ✗ predicted rise missed
2026-09-23 israel-iran-strikes RISING +42.9% urgency (2.2) 202 → 212 ✗ predicted rise missed
2026-09-23 direction-of-country FLAT +1.9% certainty (3.9) 432 → 326 ✓ flat confirmed
2026-09-23 presidential-approval FALLING -100.0% urgency (2.9) 697 → 529 ✗ predicted fall missed
2026-09-22 flock-cameras FALLING -74.7% urgency (3.9) 155 → 134 ✗ predicted fall missed
2026-09-22 scotus FALLING -54.8% urgency (5.4) 100 → 88 ✗ predicted fall missed
2026-09-22 israel-iran-strikes FLAT +7.9% urgency (5.0) 193 → 224 ✓ flat confirmed
2026-09-22 direction-of-country FALLING -17.2% certainty (3.3) 447 → 331 ✗ predicted fall missed
2026-09-22 presidential-approval FALLING -100.0% urgency (2.9) 680 → 550 ✗ predicted fall missed
2026-09-21 flock-cameras FALLING -84.8% urgency (3.2) 156 → 141 ✗ predicted fall missed
2026-09-21 scotus FALLING -81.1% urgency (3.9) 113 → 90 ✗ predicted fall missed
2026-09-21 israel-iran-strikes RISING +24.8% hope (1.6) 195 → 221 ✗ predicted rise missed
2026-09-21 direction-of-country FALLING -55.4% urgency (5.7) 449 → 346 ✗ predicted fall missed
2026-09-21 presidential-approval FALLING -100.0% urgency (2.9) 680 → 574 ✗ predicted fall missed
2026-09-20 flock-cameras FALLING -87.9% urgency (3.6) 151 → 154 ✗ predicted fall missed
2026-09-20 scotus FALLING -79.2% urgency (18.4) 111 → 87 ✗ predicted fall missed
2026-09-20 israel-iran-strikes RISING +75.3% urgency (3.2) 204 → 222 ✗ predicted rise missed
2026-09-20 direction-of-country FALLING -43.5% urgency (6.3) 456 → 370 ✗ predicted fall missed
2026-09-20 presidential-approval FALLING -91.1% urgency (2.9) 668 → 592 ✗ predicted fall missed
2026-09-19 flock-cameras FALLING -56.3% urgency (4.6) 147 → 146 ✗ predicted fall missed
2026-09-19 scotus FALLING -58.4% urgency (6.3) 103 → 91 ✗ predicted fall missed
2026-09-19 israel-iran-strikes RISING +135.7% urgency (2.1) 212 → 224 ✗ predicted rise missed
2026-09-19 direction-of-country FALLING -26.2% urgency (3.8) 449 → 386 ✗ predicted fall missed
2026-09-19 presidential-approval FALLING -37.2% urgency (2.9) 667 → 609 ✗ predicted fall missed
2026-09-18 flock-cameras FALLING -25.4% urgency (4.8) 160 → 158 ✗ predicted fall missed
2026-09-18 scotus FALLING -25.6% urgency (3.6) 106 → 80 ✗ predicted fall missed
2026-09-18 israel-iran-strikes RISING +85.6% doubt (1.7) 242 → 215 ✗ predicted rise missed
2026-09-18 direction-of-country FLAT -7.6% urgency (7.4) 472 → 407 ✓ flat confirmed
2026-09-18 presidential-approval FALLING -27.1% urgency (3.5) 664 → 637 ✗ predicted fall missed
2026-09-17 flock-cameras FALLING -24.9% urgency (3.7) 159 → 155 ✗ predicted fall missed
2026-09-17 scotus FLAT -7.1% urgency (11.8) 106 → 80 ✓ flat confirmed
2026-09-17 israel-iran-strikes RISING +96.5% doubt (1.5) 245 → 217 ✗ predicted rise missed
2026-09-17 direction-of-country FLAT -1.0% hope (4.2) 477 → 430 ✓ flat confirmed
2026-09-17 presidential-approval FALLING -56.6% urgency (4.5) 628 → 646 ✗ predicted fall missed
2026-09-16 flock-cameras FLAT -9.8% urgency (4.0) 159 → 152 ✓ flat confirmed
2026-09-16 scotus FLAT -0.1% urgency (3.3) 94 → 89 ✓ flat confirmed
2026-09-16 israel-iran-strikes RISING +166.7% doubt (1.4) 252 → 201 ✗ predicted rise missed
2026-09-16 direction-of-country FLAT +0.4% urgency (3.2) 495 → 431 ✓ flat confirmed
2026-09-16 presidential-approval FALLING -41.8% urgency (3.5) 553 → 694 ✗ predicted fall missed
2026-09-15 flock-cameras RISING +22.1% urgency (3.4) 165 → 155 ✗ predicted rise missed
2026-09-15 scotus RISING +23.7% urgency (5.4) 85 → 100 ✗ predicted rise missed
2026-09-15 israel-iran-strikes RISING +77.2% doubt (1.7) 256 → 193 ✗ predicted rise missed
2026-09-15 direction-of-country RISING +19.4% certainty (5.0) 484 → 447 ✗ predicted rise missed
2026-09-15 presidential-approval RISING +16.2% urgency (4.4) 528 → 679 ✗ predicted rise missed
2026-09-14 flock-cameras RISING +44.8% urgency (3.4) 146 → 156 ✗ predicted rise missed
2026-09-14 scotus RISING +65.8% urgency (12.4) 75 → 114 ✓ predicted rise confirmed
2026-09-14 israel-iran-strikes RISING +16.5% doubt (1.7) 237 → 195 ✗ predicted rise missed
2026-09-14 direction-of-country RISING +34.5% urgency (4.2) 465 → 450 ✗ predicted rise missed
2026-09-14 presidential-approval RISING +99.4% urgency (3.0) 466 → 681 ✗ predicted rise missed
2026-09-13 flock-cameras RISING +64.9% urgency (4.7) 144 → 150 ✗ predicted rise missed
2026-09-13 scotus RISING +165.4% urgency (2.9) 82 → 111 ✗ predicted rise missed
2026-09-13 israel-iran-strikes FLAT +4.3% doubt (1.5) 231 → 204 ✓ flat confirmed
2026-09-13 direction-of-country RISING +37.9% hope (3.2) 451 → 451 ✗ predicted rise missed
2026-09-13 presidential-approval RISING +241.5% urgency (2.3) 456 → 664 ✗ predicted rise missed
2026-09-12 flock-cameras RISING +25.5% urgency (4.4) 151 → 146 ✗ predicted rise missed
2026-09-12 scotus RISING +38.4% urgency (7.8) 93 → 102 ✗ predicted rise missed
2026-09-12 israel-iran-strikes RISING +62.6% anger (1.5) 228 → 212 ✗ predicted rise missed
2026-09-12 direction-of-country FLAT +6.0% urgency (4.5) 465 → 445 ✓ flat confirmed
2026-09-12 presidential-approval RISING +163.9% urgency (3.6) 448 → 663 ✗ predicted rise missed
2026-09-11 flock-cameras RISING +76.5% urgency (3.1) 135 → 161 ✗ predicted rise missed
2026-09-11 scotus FALLING -23.7% urgency (9.5) 104 → 106 ✗ predicted fall missed
2026-09-11 israel-iran-strikes RISING +94.3% doubt (2.8) 212 → 241 ✗ predicted rise missed
2026-09-11 direction-of-country FALLING -31.8% certainty (4.0) 443 → 471 ✗ predicted fall missed
2026-09-11 presidential-approval FALLING -25.6% urgency (4.5) 445 → 660 ✗ predicted fall missed
2026-09-10 flock-cameras RISING +83.9% urgency (1.7) 148 → 159 ✗ predicted rise missed
2026-09-10 scotus FALLING -13.8% urgency (7.8) 114 → 106 ✗ predicted fall missed
2026-09-10 israel-iran-strikes RISING +37.5% urgency (1.6) 208 → 245 ✗ predicted rise missed
2026-09-10 direction-of-country FALLING -63.6% urgency (5.4) 447 → 475 ✗ predicted fall missed
2026-09-10 presidential-approval FALLING -76.5% urgency (2.8) 457 → 620 ✗ predicted fall missed

Scoring rules: A "rising" prediction is confirmed if mainstream-article count for the topic grows ≥50% in the 7 days after vs the 7 days before the snapshot. "Falling" is confirmed when count drops ≥33%. "Flat" is confirmed when the ratio stays between 0.67× and 1.5×.