The Monte Carlo/trend analysis anchors the central and tail estimates of the daily peak, while news tools adjust for whether a major exercise-driven surge (upside) or continued pause (downside) is likely; these correlated factors blend via weighted average into a final numeric distribution.
## Cross-Market Signals ### Polymarket - "Will there be no change in Fed interest rates after the July 2026 meeting?" → Yes: 0.90, Volume: $8.9M - "Will the Fed increase interest rates by 25 bps after the July 2026 meeting?" → Yes: 0.09, Volume: $10.1M - "Will the Fed decrease interest rates by 25 bps after the July 2026 meeting?" → Yes: 0.01, Volume: $6.0M - "Will Elon Musk post 220-239 tweets from June 26 to July 3, 2026?" → Yes: 0.00, Volume: $401.3K
1. [sq1 | code_execution | MODERATE cred 55 | UP | VERY_RECENT] Linear trend regression predicts a 2026 summer single-day peak of ~56 aircraft, with slope +2.2/yr but weak fit (r=0.2). 2. [sq1 | code_execution | MODERATE cred 55 | UP | VERY_RECENT] Monte Carlo simulation yields peak distribution: p10=38, p25=47, p50=59, p75=75, p90=94 aircraft. 3. [sq2 | article_search | MODERATE cred 70 | UP | DATED] China stepping up military drills around Taiwan while KMT opposition leader conducted 'peace mission' to Beijing in April 2026. 4. [sq2 | article_search | MODERATE cred 75 | NEUTRAL | DATED] Xi warned Trump at May summit of potential 'clashes and even conflicts' over Taiwan if not handled properly. 5. [sq2 | article_search | WEAK cred 65 | UP | DATED] Trump raised prospect of unprecedented direct call with Taiwan's President Lai, a potential escalation trigger. 6. [sq2 | article_search | MODERATE cred 70 | DOWN | DATED] Trump invited Xi for reciprocal White House visit on Sept 24, 2026, signaling US-China diplomatic thaw effort. 7. [sq2 | article_search | MODERATE cred 72 | DOWN | DATED] US arms sales to Taiwan paused/delayed by Trump to preserve supplies for Iran operations, plus détente with Beijing. 8. [sq2 | article_search | MODERATE cred 70 | UP | RECENT] China accused of 'salami-slicing' escalation via expanded maritime law-enforcement and seabed activities in June 2026. 9. [sq3 | article_search | MODERATE cred 70 | DOWN | DATED] US-China diplomatic thaw and trade-relationship stabilization underway following May 2026 Trump-Xi summit. 10. [sq3 | description | MODERATE cred 65 | DOWN | RECENT] Analysts noted noticeable recent pauses/drops in PLA aircraft activity around Taiwan, creating murky forecasting conditions. 11. [sq4 | description | MODERATE cred 70 | UP | DATED] PLATracker data shows a multi-year upward trendline in PLA ADIZ incursion numbers over recent years. ## Cross-Market Signals ### Polymarket - "Will there be no change in Fed interest rates after the July 2026 meeting?" → Yes: 0.90, Volume: $8.9M - "Will the Fed increase interest rates by 25 bps after the July 2026 meeting?" → Yes: 0.09, Volume: $10.1M - "Will the Fed decrease interest rates by 25 bps after the July 2026 meeting?" → Yes: 0.01, Volume: $6.0M - "Will Elon Musk post 220-239 tweets from June 26 to July 3, 2026?" → Yes: 0.00, Volume: $401.3K Information gaps: - No actual daily PLA ADIZ counts from June-July 2026 (current activity level) - No specific historical July-August peak values for prior years - No confirmed scheduled 2026 summer military exercise (Joint Sword-style) - No data on whether recent pause is ongoing or ended Key uncertainties: - Whether US-China thaw suppresses or a trigger event drives a surge - Impact of possible Trump-Lai call or Sept Xi visit on summer posture - Durability of the recent activity pause into July-August - Timing of any Taiwan/US political provocations
You are an elite superforecaster. Produce a probability distribution over the answer to this Metaculus numeric question.
## Question
What will be the highest daily number of PLA aircraft tracked by Taiwan's Ministry of National Defense in Taiwan's air-defense identification zone (ADIZ) in July-August 2026?
## Description / Resolution Criteria
## Description
As an early warning system for its defense, Taiwan carefully tracks an air-defense identification zone, with a typical recent map being as follows (in this case a report of 10 crossing into the ADIZ airspace): 
Base rate information can be found at the /PLATracker Taiwan ADIZ Violations spreadsheet [here](https://docs.google.com/spreadsheets/d/1qbfYF0VgDBJoFZN5elpZwNTiKZ4nvCUcs5a7oYwm52g/edit?gid=905433190#gid=905433190), and daily numbers can be conveniently tracked at Taiwan's official [MOD X account](https://x.com/MoNDefense). According to /PLATracker, the numbers show an upward trendline over the past few years: 
There have lately been noticeable [pauses](https://tsm.schar.gmu.edu/all-quiet-in-the-taiwan-strait-explaining-the-recent-drop-in-pla-aircraft-activity-around-taiwan/) in PLA activity around the ADIZ, however, creating a murky situation to predict. 
`{"format": "metac_reveal_and_close_in_period", "info": {"post_id": 44245, "question_id": 44254}}`
## Resolution Criteria
This question resolves as the highest number of PLA aircraft accused by Taiwan's Ministry of National Defense (MND) of having been detected in Taiwan's de facto ADIZ for any date after June 30, 2026 and before September 1, 2026, as reported by the MND at its [Regional Dynamic List ](https://www.mnd.gov.tw/news/plaactlist)portal. 
## Fine Print
This question's information (resolution criteria, fine print, background info, etc) is synced with an [original identical question](https://www.metaculus.com/questions/44245) which opened on 2026-06-26 20:00:00. This question will resolve based on the resolution criteria and fine print of the linked original question. However, if this question would resolve differently than the original question, then this question will be annulled. Additionally, if the original question's resolution could have been known before this question opened, then this question will be annulled.
## Range
The answer must be a number in [-0.5, 60.5] (units: aircraft).
## Sub-question decomposition (planner)
- (w=0.35) Will the peak single-day PLA aircraft incursion in July-August 2026 exceed the historical median peak (around 30-40 aircraft) implied by the base-rate spreadsheet? — Establishes the baseline distribution of daily peaks from historical data, anchoring the central estimate.
- (w=0.30) Will there be a major military exercise or political escalation (e.g. Joint Sword-style drill, high-profile Taiwan/US event) during July-August 2026 that drives a large surge? — The record peaks (70+, even 100+) occur during named large-scale exercises, so this drives the upper tail of the distrib
- (w=0.20) Will the recent trend of reduced/paused PLA ADIZ activity persist into July-August 2026, suppressing the daily maximum? — The description notes noticeable pauses that could keep peaks lower than the upward trendline suggests.
- (w=0.15) Will the multi-year upward trendline in PLA activity continue such that the 2026 peak exceeds prior-year summer peaks? — Captures secular growth in incursion intensity that would push the peak higher year-over-year.
## Synthesized evidence
1. [sq1 | code_execution | MODERATE cred 55 | UP | VERY_RECENT] Linear trend regression predicts a 2026 summer single-day peak of ~56 aircraft, with slope +2.2/yr but weak fit (r=0.2).
2. [sq1 | code_execution | MODERATE cred 55 | UP | VERY_RECENT] Monte Carlo simulation yields peak distribution: p10=38, p25=47, p50=59, p75=75, p90=94 aircraft.
3. [sq2 | article_search | MODERATE cred 70 | UP | DATED] China stepping up military drills around Taiwan while KMT opposition leader conducted 'peace mission' to Beijing in April 2026.
4. [sq2 | article_search | MODERATE cred 75 | NEUTRAL | DATED] Xi warned Trump at May summit of potential 'clashes and even conflicts' over Taiwan if not handled properly.
5. [sq2 | article_search | WEAK cred 65 | UP | DATED] Trump raised prospect of unprecedented direct call with Taiwan's President Lai, a potential escalation trigger.
6. [sq2 | article_search | MODERATE cred 70 | DOWN | DATED] Trump invited Xi for reciprocal White House visit on Sept 24, 2026, signaling US-China diplomatic thaw effort.
7. [sq2 | article_search | MODERATE cred 72 | DOWN | DATED] US arms sales to Taiwan paused/delayed by Trump to preserve supplies for Iran operations, plus détente with Beijing.
8. [sq2 | article_search | MODERATE cred 70 | UP | RECENT] China accused of 'salami-slicing' escalation via expanded maritime law-enforcement and seabed activities in June 2026.
9. [sq3 | article_search | MODERATE cred 70 | DOWN | DATED] US-China diplomatic thaw and trade-relationship stabilization underway following May 2026 Trump-Xi summit.
10. [sq3 | description | MODERATE cred 65 | DOWN | RECENT] Analysts noted noticeable recent pauses/drops in PLA aircraft activity around Taiwan, creating murky forecasting conditions.
11. [sq4 | description | MODERATE cred 70 | UP | DATED] PLATracker data shows a multi-year upward trendline in PLA ADIZ incursion numbers over recent years.
## Cross-Market Signals
### Polymarket
- "Will there be no change in Fed interest rates after the July 2026 meeting?" → Yes: 0.90, Volume: $8.9M
- "Will the Fed increase interest rates by 25 bps after the July 2026 meeting?" → Yes: 0.09, Volume: $10.1M
- "Will the Fed decrease interest rates by 25 bps after the July 2026 meeting?" → Yes: 0.01, Volume: $6.0M
- "Will Elon Musk post 220-239 tweets from June 26 to July 3, 2026?" → Yes: 0.00, Volume: $401.3K
Information gaps:
- No actual daily PLA ADIZ counts from June-July 2026 (current activity level)
- No specific historical July-August peak values for prior years
- No confirmed scheduled 2026 summer military exercise (Joint Sword-style)
- No data on whether recent pause is ongoing or ended
Key uncertainties:
- Whether US-China thaw suppresses or a trigger event drives a surge
- Impact of possible Trump-Lai call or Sept Xi visit on summer posture
- Durability of the recent activity pause into July-August
- Timing of any Taiwan/US political provocations
## Required pre-forecast walkthrough
Before giving percentiles, address these explicitly in your rationale:
(a) The time left until the question resolves.
(b) The outcome if NOTHING changes from today (the status quo value).
(c) The outcome if the CURRENT TREND continues.
(d) The expectations of experts / markets / base rates.
(e) A plausible scenario that produces a LOW outcome (near p10).
(f) A plausible scenario that produces a HIGH outcome (near p90).
## Calibration guidance
- **Be humble about tails.** Good forecasters set WIDE 90/10 intervals to account for unknown unknowns. Narrow tails get punished by the log score far more than slightly-biased medians.
- **Status quo anchoring.** The p50 should be close to the status quo value unless you have strong evidence of a trend.
- Don't pile mass at one value — if you're tempted, widen the spread by 20-50%.
- **Anchor on markets/experts.** If liquid market prices, analyst forecasts, or community percentiles appear in the evidence, center your distribution on them and widen — don't override a liquid market without specific evidence it lacks.
## Output
Return ONLY valid JSON, no markdown fences:
{
"rationale": "<address (a) through (f) above, then state your distribution — 6-10 sentences total>",
"p10": <number>,
"p25": <number>,
"p50": <number>,
"p75": <number>,
"p90": <number>
}
Percentiles MUST be in non-decreasing order (p10 <= p25 <= p50 <= p75 <= p90).
{
"forecast": {
"evidence_brief": "1. [sq1 | code_execution | MODERATE cred 55 | UP | VERY_RECENT] Linear trend regression predicts a 2026 summer single-day peak of ~56 aircraft, with slope +2.2/yr but weak fit (r=0.2).\n2. [sq1 | code_execution | MODERATE cred 55 | UP | VERY_RECENT] Monte Carlo simulation yields peak distribution: p10=38, p25=47, p50=59, p75=75, p90=94 aircraft.\n3. [sq2 | article_search | MODERATE cred 70 | UP | DATED] China stepping up military drills around Taiwan while KMT opposition leader conducted \u0027peace mission\u0027 to Beijing in April 2026.\n4. [sq2 | article_search | MODERATE cred 75 | NEUTRAL | DATED] Xi warned Trump at May summit of potential \u0027clashes and even conflicts\u0027 over Taiwan if not handled properly.\n5. [sq2 | article_search | WEAK cred 65 | UP | DATED] Trump raised prospect of unprecedented direct call with Taiwan\u0027s President Lai, a potential escalation trigger.\n6. [sq2 | article_search | MODERATE cred 70 | DOWN | DATED] Trump invited Xi for reciprocal White House visit on Sept 24, 2026, signaling US-China diplomatic thaw effort.\n7. [sq2 | article_search | MODERATE cred 72 | DOWN | DATED] US arms sales to Taiwan paused/delayed by Trump to preserve supplies for Iran operations, plus d\u00e9tente with Beijing.\n8. [sq2 | article_search | MODERATE cred 70 | UP | RECENT] China accused of \u0027salami-slicing\u0027 escalation via expanded maritime law-enforcement and seabed activities in June 2026.\n9. [sq3 | article_search | MODERATE cred 70 | DOWN | DATED] US-China diplomatic thaw and trade-relationship stabilization underway following May 2026 Trump-Xi summit.\n10. [sq3 | description | MODERATE cred 65 | DOWN | RECENT] Analysts noted noticeable recent pauses/drops in PLA aircraft activity around Taiwan, creating murky forecasting conditions.\n11. [sq4 | description | MODERATE cred 70 | UP | DATED] PLATracker data shows a multi-year upward trendline in PLA ADIZ incursion numbers over recent years.\n\n## Cross-Market Signals\n\n### Polymarket\n- \"Will there be no change in Fed interest rates after the July 2026 meeting?\" \u2192 Yes: 0.90, Volume: $8.9M\n- \"Will the Fed increase interest rates by 25 bps after the July 2026 meeting?\" \u2192 Yes: 0.09, Volume: $10.1M\n- \"Will the Fed decrease interest rates by 25 bps after the July 2026 meeting?\" \u2192 Yes: 0.01, Volume: $6.0M\n- \"Will Elon Musk post 220-239 tweets from June 26 to July 3, 2026?\" \u2192 Yes: 0.00, Volume: $401.3K\n\nInformation gaps:\n - No actual daily PLA ADIZ counts from June-July 2026 (current activity level)\n - No specific historical July-August peak values for prior years\n - No confirmed scheduled 2026 summer military exercise (Joint Sword-style)\n - No data on whether recent pause is ongoing or ended\n\nKey uncertainties:\n - Whether US-China thaw suppresses or a trigger event drives a surge\n - Impact of possible Trump-Lai call or Sept Xi visit on summer posture\n - Durability of the recent activity pause into July-August\n - Timing of any Taiwan/US political provocations",
"forecast_prompt": "You are an elite superforecaster. Produce a probability distribution over the answer to this Metaculus numeric question.\n\n## Question\nWhat will be the highest daily number of PLA aircraft tracked by Taiwan\u0027s Ministry of National Defense in Taiwan\u0027s air-defense identification zone (ADIZ) in July-August 2026?\n\n## Description / Resolution Criteria\n## Description\nAs an early warning system for its defense, Taiwan carefully tracks an air-defense identification zone, with a typical recent map being as follows (in this case a report of 10 crossing into the ADIZ airspace):\u0026#x20;\n\n\n\nBase rate information can be found at the /PLATracker Taiwan ADIZ Violations spreadsheet [here](https://docs.google.com/spreadsheets/d/1qbfYF0VgDBJoFZN5elpZwNTiKZ4nvCUcs5a7oYwm52g/edit?gid=905433190#gid=905433190), and daily numbers can be conveniently tracked at Taiwan\u0027s official [MOD X account](https://x.com/MoNDefense). According to /PLATracker, the numbers show an upward trendline over the past few years:\u0026#x20;\n\nThere have lately been noticeable [pauses](https://tsm.schar.gmu.edu/all-quiet-in-the-taiwan-strait-explaining-the-recent-drop-in-pla-aircraft-activity-around-taiwan/) in PLA activity around the ADIZ, however, creating a murky situation to predict.\u0026#x20;\n\n`{\"format\": \"metac_reveal_and_close_in_period\", \"info\": {\"post_id\": 44245, \"question_id\": 44254}}`\n\n## Resolution Criteria\nThis question resolves as the highest number of PLA aircraft accused by Taiwan\u0027s Ministry of National Defense (MND) of having been detected in Taiwan\u0027s de facto ADIZ for any date after June 30, 2026 and before September 1, 2026, as reported by the MND at its [Regional Dynamic List ](https://www.mnd.gov.tw/news/plaactlist)portal.\u0026#x20;\n\n## Fine Print\nThis question\u0027s information (resolution criteria, fine print, background info, etc) is synced with an [original identical question](https://www.metaculus.com/questions/44245) which opened on 2026-06-26 20:00:00. This question will resolve based on the resolution criteria and fine print of the linked original question. However, if this question would resolve differently than the original question, then this question will be annulled. Additionally, if the original question\u0027s resolution could have been known before this question opened, then this question will be annulled.\n\n## Range\nThe answer must be a number in [-0.5, 60.5] (units: aircraft).\n\n## Sub-question decomposition (planner)\n- (w=0.35) Will the peak single-day PLA aircraft incursion in July-August 2026 exceed the historical median peak (around 30-40 aircraft) implied by the base-rate spreadsheet? \u2014 Establishes the baseline distribution of daily peaks from historical data, anchoring the central estimate.\n- (w=0.30) Will there be a major military exercise or political escalation (e.g. Joint Sword-style drill, high-profile Taiwan/US event) during July-August 2026 that drives a large surge? \u2014 The record peaks (70+, even 100+) occur during named large-scale exercises, so this drives the upper tail of the distrib\n- (w=0.20) Will the recent trend of reduced/paused PLA ADIZ activity persist into July-August 2026, suppressing the daily maximum? \u2014 The description notes noticeable pauses that could keep peaks lower than the upward trendline suggests.\n- (w=0.15) Will the multi-year upward trendline in PLA activity continue such that the 2026 peak exceeds prior-year summer peaks? \u2014 Captures secular growth in incursion intensity that would push the peak higher year-over-year.\n\n## Synthesized evidence\n1. [sq1 | code_execution | MODERATE cred 55 | UP | VERY_RECENT] Linear trend regression predicts a 2026 summer single-day peak of ~56 aircraft, with slope +2.2/yr but weak fit (r=0.2).\n2. [sq1 | code_execution | MODERATE cred 55 | UP | VERY_RECENT] Monte Carlo simulation yields peak distribution: p10=38, p25=47, p50=59, p75=75, p90=94 aircraft.\n3. [sq2 | article_search | MODERATE cred 70 | UP | DATED] China stepping up military drills around Taiwan while KMT opposition leader conducted \u0027peace mission\u0027 to Beijing in April 2026.\n4. [sq2 | article_search | MODERATE cred 75 | NEUTRAL | DATED] Xi warned Trump at May summit of potential \u0027clashes and even conflicts\u0027 over Taiwan if not handled properly.\n5. [sq2 | article_search | WEAK cred 65 | UP | DATED] Trump raised prospect of unprecedented direct call with Taiwan\u0027s President Lai, a potential escalation trigger.\n6. [sq2 | article_search | MODERATE cred 70 | DOWN | DATED] Trump invited Xi for reciprocal White House visit on Sept 24, 2026, signaling US-China diplomatic thaw effort.\n7. [sq2 | article_search | MODERATE cred 72 | DOWN | DATED] US arms sales to Taiwan paused/delayed by Trump to preserve supplies for Iran operations, plus d\u00e9tente with Beijing.\n8. [sq2 | article_search | MODERATE cred 70 | UP | RECENT] China accused of \u0027salami-slicing\u0027 escalation via expanded maritime law-enforcement and seabed activities in June 2026.\n9. [sq3 | article_search | MODERATE cred 70 | DOWN | DATED] US-China diplomatic thaw and trade-relationship stabilization underway following May 2026 Trump-Xi summit.\n10. [sq3 | description | MODERATE cred 65 | DOWN | RECENT] Analysts noted noticeable recent pauses/drops in PLA aircraft activity around Taiwan, creating murky forecasting conditions.\n11. [sq4 | description | MODERATE cred 70 | UP | DATED] PLATracker data shows a multi-year upward trendline in PLA ADIZ incursion numbers over recent years.\n\n## Cross-Market Signals\n\n### Polymarket\n- \"Will there be no change in Fed interest rates after the July 2026 meeting?\" \u2192 Yes: 0.90, Volume: $8.9M\n- \"Will the Fed increase interest rates by 25 bps after the July 2026 meeting?\" \u2192 Yes: 0.09, Volume: $10.1M\n- \"Will the Fed decrease interest rates by 25 bps after the July 2026 meeting?\" \u2192 Yes: 0.01, Volume: $6.0M\n- \"Will Elon Musk post 220-239 tweets from June 26 to July 3, 2026?\" \u2192 Yes: 0.00, Volume: $401.3K\n\nInformation gaps:\n - No actual daily PLA ADIZ counts from June-July 2026 (current activity level)\n - No specific historical July-August peak values for prior years\n - No confirmed scheduled 2026 summer military exercise (Joint Sword-style)\n - No data on whether recent pause is ongoing or ended\n\nKey uncertainties:\n - Whether US-China thaw suppresses or a trigger event drives a surge\n - Impact of possible Trump-Lai call or Sept Xi visit on summer posture\n - Durability of the recent activity pause into July-August\n - Timing of any Taiwan/US political provocations\n\n## Required pre-forecast walkthrough\n\nBefore giving percentiles, address these explicitly in your rationale:\n (a) The time left until the question resolves.\n (b) The outcome if NOTHING changes from today (the status quo value).\n (c) The outcome if the CURRENT TREND continues.\n (d) The expectations of experts / markets / base rates.\n (e) A plausible scenario that produces a LOW outcome (near p10).\n (f) A plausible scenario that produces a HIGH outcome (near p90).\n\n## Calibration guidance\n\n- **Be humble about tails.** Good forecasters set WIDE 90/10 intervals to account for unknown unknowns. Narrow tails get punished by the log score far more than slightly-biased medians.\n- **Status quo anchoring.** The p50 should be close to the status quo value unless you have strong evidence of a trend.\n- Don\u0027t pile mass at one value \u2014 if you\u0027re tempted, widen the spread by 20-50%.\n- **Anchor on markets/experts.** If liquid market prices, analyst forecasts, or community percentiles appear in the evidence, center your distribution on them and widen \u2014 don\u0027t override a liquid market without specific evidence it lacks.\n\n## Output\n\nReturn ONLY valid JSON, no markdown fences:\n\n{\n \"rationale\": \"\u003caddress (a) through (f) above, then state your distribution \u2014 6-10 sentences total\u003e\",\n \"p10\": \u003cnumber\u003e,\n \"p25\": \u003cnumber\u003e,\n \"p50\": \u003cnumber\u003e,\n \"p75\": \u003cnumber\u003e,\n \"p90\": \u003cnumber\u003e\n}\n\nPercentiles MUST be in non-decreasing order (p10 \u003c= p25 \u003c= p50 \u003c= p75 \u003c= p90).\n",
"models": [
"opus"
],
"p50": 43.0,
"percentiles": {
"0.1": 22.0,
"0.25": 32.0,
"0.5": 43.0,
"0.75": 55.0,
"0.9": 60.0
},
"rationale": "(a) The question resolves after Aug 31, 2026, roughly two months of daily observations, so it\u0027s a max-over-~62-days statistic. (b) Status quo: with the recent noted pause and US-China thaw, a quiet summer might still produce at least one elevated day of ~30-45 aircraft, as even suppressed periods have occasional surges. (c) The multi-year upward trend and Monte Carlo simulations suggest a central peak in the 45-60 range, though the fit is weak (r=0.2). (d) Base rates: normal-month single-day peaks run ~30-45; named large-scale drills (Joint Sword-style) push peaks to 70-150+, which under the 60.5 cap would resolve at the maximum. (e) Low scenario (p10): the pause persists amid US-China d\u00e9tente (Xi\u0027s Sept White House visit, arms-sale delays), keeping the summer max around 22-25. (f) High scenario (p90): a Trump-Lai call or Taiwan political provocation triggers a large exercise, driving a single-day count above 60, capped at the range ceiling. Given the escalation triggers coexisting with d\u00e9tente signals, I center the distribution around the mid-40s with wide tails, placing meaningful mass near the 60 cap to account for the drill tail."
},
"plan": {
"combination_logic": "weighted_average",
"domain": "geopolitics",
"n_sub_qs": 4,
"n_tools": 3,
"reasoning_approach": "The Monte Carlo/trend analysis anchors the central and tail estimates of the daily peak, while news tools adjust for whether a major exercise-driven surge (upside) or continued pause (downside) is likely; these correlated factors blend via weighted average into a final numeric distribution.",
"sub_questions": [
{
"id": "sq1",
"question": "Will the peak single-day PLA aircraft incursion in July-August 2026 exceed the historical median peak (around 30-40 aircraft) implied by the base-rate spreadsheet?",
"rationale": "Establishes the baseline distribution of daily peaks from historical data, anchoring the central estimate.",
"weight": 0.35
},
{
"id": "sq2",
"question": "Will there be a major military exercise or political escalation (e.g. Joint Sword-style drill, high-profile Taiwan/US event) during July-August 2026 that drives a large surge?",
"rationale": "The record peaks (70+, even 100+) occur during named large-scale exercises, so this drives the upper tail of the distribution.",
"weight": 0.3
},
{
"id": "sq3",
"question": "Will the recent trend of reduced/paused PLA ADIZ activity persist into July-August 2026, suppressing the daily maximum?",
"rationale": "The description notes noticeable pauses that could keep peaks lower than the upward trendline suggests.",
"weight": 0.2
},
{
"id": "sq4",
"question": "Will the multi-year upward trendline in PLA activity continue such that the 2026 peak exceeds prior-year summer peaks?",
"rationale": "Captures secular growth in incursion intensity that would push the peak higher year-over-year.",
"weight": 0.15
}
],
"tool_requests": [
{
"parameters": {
"code": "import numpy as np\nfrom scipy import stats\n# Approximate historical monthly/daily peak PLA ADIZ incursions based on public PLATracker patterns\n# Known reference points: record single-day peaks ~91 (Oct 2021), ~103, ~153 during exercises; typical daily 5-30\n# Summer (Jul-Aug) peaks in recent years, approximate:\nsummer_peaks = {2021: 28, 2022: 68, 2023: 45, 2024: 66, 2025: 40}\nyears = np.array(list(summer_peaks.keys()))\nvals = np.array(list(summer_peaks.values()))\nslope, intercept, r, p, se = stats.linregress(years, vals)\npred_2026 = slope*2026 + intercept\nprint(\u0027Linear trend prediction for 2026 summer peak:\u0027, round(pred_2026,1))\nprint(\u0027slope/yr:\u0027, round(slope,2), \u0027r:\u0027, round(r,2))\n# Monte Carlo: peak is max over ~62 days; model exercise-driven surges\nsims=[]\nfor _ in range(20000):\n base = max(5, np.random.normal(pred_2026*0.55, 12))\n # probability of a large named-exercise surge in the window\n if np.random.rand() \u003c 0.45:\n surge = np.random.normal(75, 25)\n peak = max(base, surge)\n else:\n peak = max(base, np.random.normal(pred_2026*0.9, 15))\n sims.append(max(1, peak))\nsims=np.array(sims)\nfor q in [10,25,50,75,90]:\n print(f\u0027p{q}:\u0027, round(np.percentile(sims,q),1))",
"description": "Trend regression and Monte Carlo simulation of the July-August 2026 single-day peak PLA ADIZ incursion count."
},
"target_sub_questions": [
"sq1",
"sq4"
],
"tool_name": "code_execution"
},
{
"parameters": {
"brief": "Find the most recent (2026) daily PLA aircraft ADIZ incursion counts reported by Taiwan MND, whether activity has been paused or reduced, and any scheduled or expected Chinese military exercises (Joint Sword type) or Taiwan-related political escalations for summer 2026.",
"max_searches": 4,
"question_title": "Highest daily PLA aircraft in Taiwan ADIZ July-August 2026"
},
"target_sub_questions": [
"sq2",
"sq3"
],
"tool_name": "claude_news"
},
{
"parameters": {
"lookback_days": 90,
"queries": [
"Taiwan MND PLA aircraft ADIZ record incursion 2026",
"China military exercise Taiwan Strait summer 2026 Joint Sword",
"PLA aircraft activity around Taiwan pause reduced 2026"
]
},
"target_sub_questions": [
"sq2",
"sq3"
],
"tool_name": "article_search"
}
]
},
"question": {
"close_time": "2026-07-03T20:00:00Z",
"description": "## Description\nAs an early warning system for its defense, Taiwan carefully tracks an air-defense identification zone, with a typical recent map being as follows (in this case a report of 10 crossing into the ADIZ airspace):\u0026#x20;\n\n\n\nBase rate information can be found at the /PLATracker Taiwan ADIZ Violations spreadsheet [here](https://docs.google.com/spreadsheets/d/1qbfYF0VgDBJoFZN5elpZwNTiKZ4nvCUcs5a7oYwm52g/edit?gid=905433190#gid=905433190), and daily numbers can be conveniently tracked at Taiwan\u0027s official [MOD X account](https://x.com/MoNDefense). According to /PLATracker, the numbers show an upward trendline over the past few years:\u0026#x20;\n\nThere have lately been noticeable [pauses](https://tsm.schar.gmu.edu/all-quiet-in-the-taiwan-strait-explaining-the-recent-drop-in-pla-aircraft-activity-around-taiwan/) in PLA activity around the ADIZ, however, creating a murky situation to predict.\u0026#x20;\n\n`{\"format\": \"metac_reveal_and_close_in_period\", \"info\": {\"post_id\": 44245, \"question_id\": 44254}}`\n\n## Resolution Criteria\nThis question resolves as the highest number of PLA aircraft accused by Taiwan\u0027s Ministry of National Defense (MND) of having been detected in Taiwan\u0027s de facto ADIZ for any date after June 30, 2026 and before September 1, 2026, as reported by the MND at its [Regional Dynamic List ](https://www.mnd.gov.tw/news/plaactlist)portal.\u0026#x20;\n\n## Fine Print\nThis question\u0027s information (resolution criteria, fine print, background info, etc) is synced with an [original identical question](https://www.metaculus.com/questions/44245) which opened on 2026-06-26 20:00:00. This question will resolve based on the resolution criteria and fine print of the linked original question. However, if this question would resolve differently than the original question, then this question will be annulled. Additionally, if the original question\u0027s resolution could have been known before this question opened, then this question will be annulled.",
"open_lower": false,
"open_upper": true,
"q_max": 60.5,
"q_min": -0.5,
"question_type": "numeric",
"title": "What will be the highest daily number of PLA aircraft tracked by Taiwan\u0027s Ministry of National Defense in Taiwan\u0027s air-defense identification zone (ADIZ) in July-August 2026?",
"units": "aircraft"
},
"research": {
"cross_market_brief": "## Cross-Market Signals\n\n### Polymarket\n- \"Will there be no change in Fed interest rates after the July 2026 meeting?\" \u2192 Yes: 0.90, Volume: $8.9M\n- \"Will the Fed increase interest rates by 25 bps after the July 2026 meeting?\" \u2192 Yes: 0.09, Volume: $10.1M\n- \"Will the Fed decrease interest rates by 25 bps after the July 2026 meeting?\" \u2192 Yes: 0.01, Volume: $6.0M\n- \"Will Elon Musk post 220-239 tweets from June 26 to July 3, 2026?\" \u2192 Yes: 0.00, Volume: $401.3K",
"errors": [],
"has_cross_market": true,
"n_errors": 0,
"n_tools": 3,
"tools": [
{
"elapsed_s": 0.4,
"error": null,
"success": true,
"summary": "Trend regression and Monte Carlo simulation of the July-Augu",
"tool_name": "code_execution"
},
{
"elapsed_s": 47.03,
"error": null,
"success": true,
"summary": "16 citations",
"tool_name": "claude_news"
},
{
"elapsed_s": 0.85,
"error": null,
"success": true,
"summary": "16 articles",
"tool_name": "article_search"
}
]
},
"synthesis": {
"evidence": [
{
"claim": "Linear trend regression predicts a 2026 summer single-day peak of ~56 aircraft, with slope +2.2/yr but weak fit (r=0.2).",
"credibility": 55,
"direction": "UP",
"priced_in": false,
"recency": "VERY_RECENT",
"source": "code_execution",
"strength": "MODERATE",
"sub_question_id": "sq1"
},
{
"claim": "Monte Carlo simulation yields peak distribution: p10=38, p25=47, p50=59, p75=75, p90=94 aircraft.",
"credibility": 55,
"direction": "UP",
"priced_in": false,
"recency": "VERY_RECENT",
"source": "code_execution",
"strength": "MODERATE",
"sub_question_id": "sq1"
},
{
"claim": "China stepping up military drills around Taiwan while KMT opposition leader conducted \u0027peace mission\u0027 to Beijing in April 2026.",
"credibility": 70,
"direction": "UP",
"priced_in": true,
"recency": "DATED",
"source": "article_search",
"strength": "MODERATE",
"sub_question_id": "sq2"
},
{
"claim": "Xi warned Trump at May summit of potential \u0027clashes and even conflicts\u0027 over Taiwan if not handled properly.",
"credibility": 75,
"direction": "NEUTRAL",
"priced_in": true,
"recency": "DATED",
"source": "article_search",
"strength": "MODERATE",
"sub_question_id": "sq2"
},
{
"claim": "Trump raised prospect of unprecedented direct call with Taiwan\u0027s President Lai, a potential escalation trigger.",
"credibility": 65,
"direction": "UP",
"priced_in": true,
"recency": "DATED",
"source": "article_search",
"strength": "WEAK",
"sub_question_id": "sq2"
},
{
"claim": "Trump invited Xi for reciprocal White House visit on Sept 24, 2026, signaling US-China diplomatic thaw effort.",
"credibility": 70,
"direction": "DOWN",
"priced_in": true,
"recency": "DATED",
"source": "article_search",
"strength": "MODERATE",
"sub_question_id": "sq2"
},
{
"claim": "US arms sales to Taiwan paused/delayed by Trump to preserve supplies for Iran operations, plus d\u00e9tente with Beijing.",
"credibility": 72,
"direction": "DOWN",
"priced_in": true,
"recency": "DATED",
"source": "article_search",
"strength": "MODERATE",
"sub_question_id": "sq2"
},
{
"claim": "China accused of \u0027salami-slicing\u0027 escalation via expanded maritime law-enforcement and seabed activities in June 2026.",
"credibility": 70,
"direction": "UP",
"priced_in": true,
"recency": "RECENT",
"source": "article_search",
"strength": "MODERATE",
"sub_question_id": "sq2"
},
{
"claim": "US-China diplomatic thaw and trade-relationship stabilization underway following May 2026 Trump-Xi summit.",
"credibility": 70,
"direction": "DOWN",
"priced_in": true,
"recency": "DATED",
"source": "article_search",
"strength": "MODERATE",
"sub_question_id": "sq3"
},
{
"claim": "Analysts noted noticeable recent pauses/drops in PLA aircraft activity around Taiwan, creating murky forecasting conditions.",
"credibility": 65,
"direction": "DOWN",
"priced_in": true,
"recency": "RECENT",
"source": "description",
"strength": "MODERATE",
"sub_question_id": "sq3"
},
{
"claim": "PLATracker data shows a multi-year upward trendline in PLA ADIZ incursion numbers over recent years.",
"credibility": 70,
"direction": "UP",
"priced_in": true,
"recency": "DATED",
"source": "description",
"strength": "MODERATE",
"sub_question_id": "sq4"
}
],
"information_gaps": [
"No actual daily PLA ADIZ counts from June-July 2026 (current activity level)",
"No specific historical July-August peak values for prior years",
"No confirmed scheduled 2026 summer military exercise (Joint Sword-style)",
"No data on whether recent pause is ongoing or ended"
],
"key_uncertainties": [
"Whether US-China thaw suppresses or a trigger event drives a surge",
"Impact of possible Trump-Lai call or Sept Xi visit on summer posture",
"Durability of the recent activity pause into July-August",
"Timing of any Taiwan/US political provocations"
],
"n_evidence": 11
},
"timings": {
"forecast": 29.71,
"plan": 20.91,
"research": 47.03,
"synthesis": 21.36
}
}