← 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)
165
Confirmed
15
Missed
150
Accuracy %
9.1%

Recent snapshots

Date Topic Trend Momentum Top modality Articles before / after Result
2026-09-03 flock-cameras FALLING -13.4% urgency (4.3) pending pending
2026-09-03 scotus FALLING -19.4% urgency (5.3) pending pending
2026-09-03 israel-iran-strikes FLAT -4.9% urgency (2.1) pending pending
2026-09-03 direction-of-country FLAT +3.9% hope (5.0) pending pending
2026-09-03 presidential-approval FALLING -43.5% fear (1.4) pending pending
2026-09-02 flock-cameras FALLING -44.5% urgency (3.5) pending pending
2026-09-02 scotus FALLING -58.5% urgency (5.4) pending pending
2026-09-02 israel-iran-strikes FALLING -13.0% certainty (1.5) pending pending
2026-09-02 direction-of-country FALLING -30.7% hope (4.3) pending pending
2026-09-02 presidential-approval FALLING -40.5% urgency (3.5) pending pending
2026-09-01 flock-cameras FALLING -42.4% urgency (2.8) pending pending
2026-09-01 scotus FALLING -45.2% urgency (10.1) pending pending
2026-09-01 israel-iran-strikes RISING +50.6% doubt (2.2) pending pending
2026-09-01 direction-of-country FALLING -52.5% urgency (3.5) pending pending
2026-09-01 presidential-approval FALLING -32.4% urgency (4.6) pending pending
2026-08-31 flock-cameras FALLING -20.2% urgency (4.3) pending pending
2026-08-31 scotus FALLING -31.7% urgency (6.5) pending pending
2026-08-31 israel-iran-strikes RISING +29.1% certainty (1.7) pending pending
2026-08-31 direction-of-country FALLING -32.4% urgency (2.9) pending pending
2026-08-31 presidential-approval FALLING -30.1% urgency (2.4) pending pending
2026-08-30 flock-cameras FLAT -8.9% urgency (3.9) pending pending
2026-08-30 scotus FALLING -23.9% urgency (4.8) pending pending
2026-08-30 israel-iran-strikes RISING +13.8% doubt (2.5) pending pending
2026-08-30 direction-of-country FALLING -25.1% hope (4.3) pending pending
2026-08-30 presidential-approval FALLING -25.6% urgency (2.0) pending pending
2026-08-29 flock-cameras FLAT +7.2% urgency (3.5) pending pending
2026-08-29 scotus FLAT +8.5% urgency (3.8) pending pending
2026-08-29 israel-iran-strikes RISING +34.1% doubt (2.6) pending pending
2026-08-29 direction-of-country FLAT -9.8% urgency (3.3) pending pending
2026-08-29 presidential-approval FALLING -12.6% certainty (1.7) pending pending
2026-08-28 flock-cameras RISING +22.5% urgency (3.9) pending pending
2026-08-28 scotus RISING +20.3% urgency (8.5) pending pending
2026-08-28 israel-iran-strikes RISING +60.9% urgency (3.1) pending pending
2026-08-28 direction-of-country FLAT +5.8% certainty (3.3) pending pending
2026-08-28 presidential-approval FLAT +4.0% urgency (4.2) pending pending
2026-08-27 flock-cameras RISING +78.8% urgency (3.2) 115 → 132 ✗ predicted rise missed
2026-08-27 scotus RISING +29.7% urgency (14.5) 128 → 113 ✗ predicted rise missed
2026-08-27 israel-iran-strikes RISING +148.9% doubt (2.6) 233 → 233 ✗ predicted rise missed
2026-08-27 direction-of-country FALLING -13.3% certainty (3.3) 486 → 499 ✗ predicted fall missed
2026-08-27 presidential-approval RISING +11.4% urgency (2.9) 412 → 513 ✗ predicted rise missed
2026-08-26 flock-cameras RISING +58.1% urgency (3.8) 118 → 128 ✗ predicted rise missed
2026-08-26 scotus RISING +15.0% certainty (3.6) 125 → 115 ✗ predicted rise missed
2026-08-26 israel-iran-strikes RISING +207.7% doubt (2.5) 246 → 220 ✗ predicted rise missed
2026-08-26 direction-of-country FALLING -14.3% certainty (3.0) 488 → 496 ✗ predicted fall missed
2026-08-26 presidential-approval RISING +36.2% urgency (2.5) 452 → 491 ✗ predicted rise missed
2026-08-25 flock-cameras FALLING -23.6% urgency (4.6) 107 → 138 ✗ predicted fall missed
2026-08-25 scotus FALLING -25.9% urgency (4.1) 117 → 125 ✗ predicted fall missed
2026-08-25 israel-iran-strikes RISING +76.5% doubt (3.9) 229 → 230 ✗ predicted rise missed
2026-08-25 direction-of-country FALLING -34.0% certainty (4.4) 469 → 523 ✗ predicted fall missed
2026-08-25 presidential-approval FALLING -26.8% fear (2.1) 450 → 479 ✗ predicted fall missed
2026-08-24 flock-cameras FALLING -71.1% urgency (3.1) 105 → 139 ✗ predicted fall missed
2026-08-24 scotus FALLING -32.0% urgency (8.1) 120 → 128 ✗ predicted fall missed
2026-08-24 israel-iran-strikes RISING +12.1% doubt (2.6) 223 → 233 ✗ predicted rise missed
2026-08-24 direction-of-country FALLING -37.2% certainty (4.4) 478 → 499 ✗ predicted fall missed
2026-08-24 presidential-approval FALLING -43.9% urgency (5.1) 463 → 461 ✗ predicted fall missed
2026-08-23 flock-cameras FALLING -80.5% urgency (4.8) 112 → 127 ✗ predicted fall missed
2026-08-23 scotus FALLING -40.9% urgency (7.0) 112 → 137 ✗ predicted fall missed
2026-08-23 israel-iran-strikes FALLING -32.4% doubt (3.3) 217 → 236 ✗ predicted fall missed
2026-08-23 direction-of-country FALLING -26.0% urgency (5.6) 472 → 496 ✗ predicted fall missed
2026-08-23 presidential-approval FALLING -69.4% urgency (4.8) 471 → 458 ✗ predicted fall missed
2026-08-22 flock-cameras FALLING -58.6% urgency (6.8) 123 → 119 ✗ predicted fall missed
2026-08-22 scotus FALLING -47.5% urgency (6.3) 111 → 141 ✗ predicted fall missed
2026-08-22 israel-iran-strikes FALLING -15.6% certainty (8.5) 224 → 231 ✗ predicted fall missed
2026-08-22 direction-of-country FALLING -20.5% hope (3.4) 463 → 496 ✗ predicted fall missed
2026-08-22 presidential-approval FALLING -63.7% urgency (3.5) 474 → 459 ✗ predicted fall missed
2026-08-21 flock-cameras FLAT -7.2% urgency (3.6) 126 → 115 ✓ flat confirmed
2026-08-21 scotus FLAT +5.2% urgency (36.1) 116 → 134 ✓ flat confirmed
2026-08-21 israel-iran-strikes RISING +22.8% urgency (2.4) 237 → 224 ✗ predicted rise missed
2026-08-21 direction-of-country FALLING -15.6% certainty (4.0) 461 → 490 ✗ predicted fall missed
2026-08-21 presidential-approval FALLING -34.5% urgency (3.5) 487 → 429 ✗ predicted fall missed
2026-08-20 flock-cameras FALLING -21.2% urgency (3.8) 130 → 115 ✗ predicted fall missed
2026-08-20 scotus FALLING -19.3% urgency (10.7) 124 → 128 ✗ predicted fall missed
2026-08-20 israel-iran-strikes RISING +23.7% urgency (2.3) 229 → 233 ✗ predicted rise missed
2026-08-20 direction-of-country FALLING -16.4% hope (5.9) 432 → 486 ✗ predicted fall missed
2026-08-20 presidential-approval FALLING -18.1% urgency (4.4) 483 → 412 ✗ predicted fall missed
2026-08-19 flock-cameras FALLING -56.7% urgency (3.5) 136 → 118 ✗ predicted fall missed
2026-08-19 scotus FALLING -67.9% urgency (5.0) 120 → 125 ✗ predicted fall missed
2026-08-19 israel-iran-strikes RISING +41.4% doubt (3.3) 215 → 246 ✗ predicted rise missed
2026-08-19 direction-of-country FALLING -10.2% urgency (5.0) 419 → 487 ✗ predicted fall missed
2026-08-19 presidential-approval FALLING -22.9% urgency (3.5) 450 → 452 ✗ predicted fall missed
2026-08-18 flock-cameras FALLING -63.5% urgency (2.7) 130 → 107 ✗ predicted fall missed
2026-08-18 scotus FALLING -67.2% urgency (14.6) 114 → 117 ✗ predicted fall missed
2026-08-18 israel-iran-strikes FLAT -5.9% anger (10.0) 222 → 229 ✓ flat confirmed
2026-08-18 direction-of-country FALLING -17.3% urgency (7.5) 388 → 469 ✗ predicted fall missed
2026-08-18 presidential-approval FALLING -44.3% urgency (4.5) 450 → 450 ✗ predicted fall missed
2026-08-17 flock-cameras FALLING -56.1% urgency (3.4) 141 → 105 ✗ predicted fall missed
2026-08-17 scotus FALLING -58.8% certainty (4.2) 111 → 118 ✗ predicted fall missed
2026-08-17 israel-iran-strikes FLAT -9.5% doubt (1.7) 222 → 219 ✓ flat confirmed
2026-08-17 direction-of-country FALLING -33.3% urgency (4.8) 376 → 478 ✗ predicted fall missed
2026-08-17 presidential-approval FALLING -42.7% urgency (3.2) 432 → 463 ✗ predicted fall missed
2026-08-16 flock-cameras FALLING -30.9% urgency (3.6) 136 → 112 ✗ predicted fall missed
2026-08-16 scotus FALLING -32.8% urgency (3.4) 111 → 112 ✗ predicted fall missed
2026-08-16 israel-iran-strikes FALLING -25.4% doubt (1.8) 224 → 215 ✗ predicted fall missed
2026-08-16 direction-of-country FALLING -26.6% hope (4.5) 373 → 472 ✗ predicted fall missed
2026-08-16 presidential-approval FALLING -33.9% urgency (3.6) 419 → 470 ✗ predicted fall missed
2026-08-15 flock-cameras FALLING -26.6% urgency (3.1) 131 → 123 ✗ predicted fall missed
2026-08-15 scotus FALLING -33.2% urgency (7.8) 111 → 111 ✗ predicted fall missed
2026-08-15 israel-iran-strikes FALLING -33.2% doubt (2.4) 230 → 222 ✗ predicted fall missed
2026-08-15 direction-of-country FALLING -31.8% urgency (4.8) 376 → 461 ✗ predicted fall missed
2026-08-15 presidential-approval FALLING -32.7% urgency (3.1) 424 → 473 ✗ predicted fall missed
2026-08-14 flock-cameras FALLING -22.7% urgency (4.1) 130 → 125 ✗ predicted fall missed
2026-08-14 scotus FALLING -26.5% urgency (33.8) 103 → 116 ✗ predicted fall missed
2026-08-14 israel-iran-strikes FALLING -42.0% urgency (4.4) 229 → 237 ✗ predicted fall missed
2026-08-14 direction-of-country FALLING -23.5% urgency (5.0) 375 → 459 ✗ predicted fall missed
2026-08-14 presidential-approval FALLING -31.0% urgency (4.0) 438 → 486 ✗ predicted fall missed
2026-08-13 flock-cameras FALLING -13.6% urgency (3.8) 125 → 130 ✗ predicted fall missed
2026-08-13 scotus FALLING -17.6% urgency (7.7) 97 → 123 ✗ predicted fall missed
2026-08-13 israel-iran-strikes FALLING -18.6% doubt (1.5) 237 → 227 ✗ predicted fall missed
2026-08-13 direction-of-country FALLING -11.2% urgency (3.1) 394 → 429 ✗ predicted fall missed
2026-08-13 presidential-approval FALLING -25.3% urgency (2.5) 450 → 482 ✗ predicted fall missed
2026-08-12 flock-cameras FALLING -18.8% urgency (3.1) 109 → 136 ✗ predicted fall missed
2026-08-12 scotus FALLING -29.2% urgency (5.0) 100 → 120 ✗ predicted fall missed
2026-08-12 israel-iran-strikes RISING +42.6% doubt (1.8) 240 → 215 ✗ predicted rise missed
2026-08-12 direction-of-country FALLING -18.1% hope (3.1) 387 → 418 ✗ predicted fall missed
2026-08-12 presidential-approval FALLING -24.0% urgency (2.9) 461 → 449 ✗ predicted fall missed
2026-08-11 flock-cameras FALLING -34.6% urgency (3.9) 120 → 130 ✗ predicted fall missed
2026-08-11 scotus FALLING -44.9% urgency (11.4) 100 → 112 ✗ predicted fall missed
2026-08-11 israel-iran-strikes RISING +76.3% certainty (1.4) 236 → 221 ✗ predicted rise missed
2026-08-11 direction-of-country FALLING -20.9% urgency (5.3) 407 → 387 ✗ predicted fall missed
2026-08-11 presidential-approval FALLING -26.0% urgency (2.7) 465 → 447 ✗ predicted fall missed
2026-08-10 flock-cameras FALLING -43.2% urgency (3.3) 110 → 141 ✗ predicted fall missed
2026-08-10 scotus FALLING -42.4% urgency (4.6) 97 → 111 ✗ predicted fall missed
2026-08-10 israel-iran-strikes RISING +10.2% hope (1.5) 248 → 222 ✗ predicted rise missed
2026-08-10 direction-of-country FALLING -27.0% certainty (3.9) 408 → 376 ✗ predicted fall missed
2026-08-10 presidential-approval FALLING -28.5% urgency (2.4) 486 → 432 ✗ predicted fall missed
2026-08-09 flock-cameras FALLING -34.0% urgency (3.1) 116 → 136 ✗ predicted fall missed
2026-08-09 scotus FALLING -27.8% urgency (5.1) 95 → 110 ✗ predicted fall missed
2026-08-09 israel-iran-strikes FALLING -19.7% urgency (2.8) 258 → 224 ✗ predicted fall missed
2026-08-09 direction-of-country FALLING -30.2% certainty (5.1) 402 → 373 ✗ predicted fall missed
2026-08-09 presidential-approval FALLING -29.1% urgency (3.0) 506 → 418 ✗ predicted fall missed
2026-08-08 flock-cameras FALLING -20.1% urgency (4.7) 120 → 131 ✗ predicted fall missed
2026-08-08 scotus FALLING -29.4% urgency (7.2) 93 → 110 ✗ predicted fall missed
2026-08-08 israel-iran-strikes RISING +40.7% urgency (2.5) 248 → 230 ✗ predicted rise missed
2026-08-08 direction-of-country FALLING -27.8% hope (5.0) 407 → 376 ✗ predicted fall missed
2026-08-08 presidential-approval FALLING -32.6% urgency (3.9) 501 → 423 ✗ predicted fall missed
2026-08-07 flock-cameras FALLING -16.2% urgency (3.6) 119 → 130 ✗ predicted fall missed
2026-08-07 scotus FALLING -16.3% urgency (12.6) 89 → 103 ✗ predicted fall missed
2026-08-07 israel-iran-strikes RISING +164.9% certainty (0.9) 253 → 229 ✗ predicted rise missed
2026-08-07 direction-of-country FLAT -6.8% certainty (4.2) 407 → 375 ✓ flat confirmed
2026-08-07 presidential-approval FALLING -28.8% urgency (3.6) 481 → 438 ✗ predicted fall missed
2026-08-06 flock-cameras FALLING -13.2% urgency (2.5) 118 → 125 ✗ predicted fall missed
2026-08-06 scotus FLAT -9.9% urgency (6.8) 88 → 97 ✓ flat confirmed
2026-08-06 israel-iran-strikes RISING +118.1% doubt (1.3) 277 → 237 ✗ predicted rise missed
2026-08-06 direction-of-country FLAT -0.7% urgency (4.4) 422 → 393 ✓ flat confirmed
2026-08-06 presidential-approval FALLING -22.6% urgency (3.4) 484 → 449 ✗ predicted fall missed
2026-08-05 flock-cameras FALLING -17.1% urgency (3.6) 132 → 108 ✗ predicted fall missed
2026-08-05 scotus FALLING -10.8% urgency (3.9) 87 → 99 ✗ predicted fall missed
2026-08-05 israel-iran-strikes RISING +44.5% doubt (3.9) 289 → 237 ✗ predicted rise missed
2026-08-05 direction-of-country FLAT -7.1% certainty (3.3) 425 → 386 ✓ flat confirmed
2026-08-05 presidential-approval FALLING -19.7% urgency (3.7) 496 → 456 ✗ predicted fall missed
2026-08-03 flock-cameras FALLING -39.5% urgency (3.2) 143 → 110 ✗ predicted fall missed
2026-08-03 scotus FALLING -45.7% urgency (12.0) 87 → 97 ✗ predicted fall missed
2026-08-03 israel-iran-strikes RISING +39.4% certainty (1.2) 283 → 248 ✗ predicted rise missed
2026-08-03 direction-of-country FALLING -39.4% hope (2.8) 404 → 408 ✗ predicted fall missed
2026-08-03 presidential-approval FALLING -40.7% urgency (2.2) 484 → 486 ✗ predicted fall missed
2026-08-02 flock-cameras FALLING -31.8% urgency (3.6) 144 → 116 ✗ predicted fall missed
2026-08-02 scotus FALLING -40.2% urgency (3.5) 86 → 95 ✗ predicted fall missed
2026-08-02 israel-iran-strikes RISING +15.5% certainty (1.2) 279 → 258 ✗ predicted rise missed
2026-08-02 direction-of-country FALLING -23.8% hope (2.5) 403 → 401 ✗ predicted fall missed
2026-08-02 presidential-approval FALLING -37.0% urgency (2.8) 463 → 505 ✗ predicted fall missed
2026-08-01 flock-cameras FALLING -27.1% urgency (3.1) 144 → 120 ✗ predicted fall missed
2026-08-01 scotus FALLING -35.8% urgency (8.3) 87 → 93 ✗ predicted fall missed
2026-08-01 israel-iran-strikes FLAT +6.3% doubt (1.2) 289 → 248 ✓ flat confirmed
2026-08-01 direction-of-country FALLING -19.3% urgency (2.9) 409 → 408 ✗ predicted fall missed
2026-08-01 presidential-approval FALLING -27.7% urgency (3.4) 465 → 501 ✗ predicted fall missed
2026-07-31 flock-cameras FALLING -25.1% urgency (2.7) 145 → 119 ✗ predicted fall missed
2026-07-31 scotus FALLING -16.6% urgency (6.6) 101 → 89 ✗ predicted fall missed
2026-07-31 israel-iran-strikes FLAT +9.5% certainty (1.3) 295 → 253 ✓ flat confirmed
2026-07-31 direction-of-country FALLING -15.9% urgency (4.7) 406 → 407 ✗ predicted fall missed
2026-07-31 presidential-approval FALLING -16.2% urgency (3.2) 453 → 481 ✗ predicted fall missed
2026-07-30 flock-cameras FALLING -15.7% urgency (3.3) 140 → 117 ✗ predicted fall missed
2026-07-30 scotus FLAT +8.0% urgency (10.3) 111 → 88 ✓ flat confirmed
2026-07-30 israel-iran-strikes FLAT +6.6% certainty (1.7) 293 → 277 ✓ flat confirmed
2026-07-30 direction-of-country FLAT -7.6% hope (5.5) 401 → 422 ✓ flat confirmed
2026-07-30 presidential-approval FALLING -16.8% urgency (3.3) 454 → 483 ✗ predicted fall missed
2026-07-29 flock-cameras FALLING -21.9% urgency (3.2) 129 → 132 ✗ predicted fall missed
2026-07-29 scotus FLAT -8.8% urgency (7.1) 113 → 87 ✓ flat confirmed
2026-07-29 israel-iran-strikes RISING +14.4% dread (0.8) 294 → 289 ✗ predicted rise missed
2026-07-29 direction-of-country FLAT -9.1% urgency (5.3) 399 → 425 ✓ flat confirmed
2026-07-29 presidential-approval FALLING -21.6% urgency (4.2) 438 → 496 ✗ predicted fall missed
2026-07-28 flock-cameras FALLING -34.6% urgency (3.3) 131 → 137 ✗ predicted fall missed
2026-07-28 scotus FALLING -34.8% urgency (7.4) 111 → 92 ✗ predicted fall missed
2026-07-28 israel-iran-strikes RISING +24.4% dread (0.8) 287 → 295 ✗ predicted rise missed
2026-07-28 direction-of-country FALLING -24.7% hope (2.9) 416 → 411 ✗ predicted fall missed
2026-07-28 presidential-approval FALLING -27.7% urgency (2.6) 418 → 503 ✗ predicted fall missed
2026-07-27 flock-cameras FALLING -16.8% urgency (4.9) 131 → 142 ✗ predicted fall missed
2026-07-27 scotus FALLING -45.4% urgency (4.0) 119 → 87 ✗ predicted fall missed
2026-07-27 israel-iran-strikes FALLING -12.7% urgency (1.5) 287 → 280 ✗ predicted fall missed
2026-07-27 direction-of-country FALLING -39.1% certainty (2.2) 428 → 404 ✗ predicted fall missed
2026-07-27 presidential-approval FALLING -34.4% certainty (2.4) 404 → 482 ✗ predicted fall missed
2026-07-26 flock-cameras RISING +61.6% urgency (3.3) 134 → 143 ✗ predicted rise missed
2026-07-26 scotus FALLING -33.3% urgency (2.4) 123 → 86 ✗ predicted fall missed
2026-07-26 israel-iran-strikes FALLING -39.4% urgency (1.1) 288 → 278 ✗ predicted fall missed
2026-07-26 direction-of-country FALLING -38.2% hope (3.9) 436 → 401 ✗ predicted fall missed
2026-07-26 presidential-approval FALLING -34.7% urgency (3.3) 409 → 461 ✗ predicted fall missed
2026-07-25 flock-cameras RISING +1330.6% urgency (3.1) 130 → 144 ✗ predicted rise missed
2026-07-25 scotus FALLING -27.0% urgency (4.4) 126 → 87 ✗ predicted fall missed
2026-07-25 israel-iran-strikes FALLING -54.6% urgency (1.3) 280 → 288 ✗ predicted fall missed
2026-07-25 direction-of-country FALLING -29.7% hope (4.7) 423 → 407 ✗ predicted fall missed
2026-07-25 presidential-approval FALLING -30.8% urgency (3.7) 404 → 463 ✗ 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×.