Scan: Will Lai Ching-te leave office before 2027-07-01T14:00:00.000Z? — Before July 1, 2027

date	predicted	market price	confidence
2026-09-10	8%	12%	70%
2026-09-03	6%	12%	78%
2026-08-24	7%	13%	70%

1. Planner Fable 5.1 · Fermi decomposition + tool plan

Tools chosen: kalshi_direct kalshi_related polymarket_related wikipedia article_search claude_news gdelt_news code_execution

Sub-questions (Fermi decomposition)

When does Lai Ching-te's current presidential term officially end, and is there any constitutional path (impeachment via Legislative Yuan + Constitutional Court, recall) that the KMT/TPP opposition majority could realistically complete before July 2027?
Have any impeachment or recall motions against Lai been filed or advanced in the Legislative Yuan since 2024, and what was their outcome (vote counts vs. the two-thirds threshold)?
What is the status of Taiwan's Constitutional Court (quorum/paralysis after 2024 amendments), which would be required to approve an impeachment?
What is Lai's current approval rating and the state of the KMT-DPP political crisis (e.g., 2025 mass recall results, budget fights, rumors of resignation)?
Are there any credible reports about Lai's health or intention to resign/step down early?
What is the current assessed probability of a PRC military action or blockade against Taiwan before mid-2027 that could remove Lai from office, per Kalshi/Polymarket markets?
What is the historical base rate for democratically elected heads of state in East Asia leaving office mid-term (e.g., Park Geun-hye, Yoon Suk-yeol) per year in office?

Planner reasoning

Lai Ching-te's first term runs to May 20, 2028, so leaving before July 2027 requires an extraordinary event: recall/impeachment by the KMT-TPP-controlled Legislative Yuan, resignation over political crisis, health, or a cross-strait conflict/PRC action. The key drivers are the state of Taiwanese domestic politics (recall votes, impeachment motions, Constitutional Court paralysis), Lai's approval and health, and PRC coercion risk. Base rate for a democratically elected head of state leaving mid-term without scheduled election is low (~1-2%/yr), so market price and any concrete impeachment/health news are the main things to check.

2. Research Parallel tool calls

tool	status	time	items	summary
kalshi_direct	OK	0.2s	1	## This Market's Kalshi Data Before July 1, 2027 (KXLAIOUT-LCHI-27JUL01) - Current price (probability): 12.00% - 7-day price change: -1.00% - 30-day price change: -1.00% - Average daily volume: 306 contracts - Price range: 12.00% - 13.00% - Data points: 2 days
kalshi_related	OK	6.6s	3	3 related markets / summaries. series KXLAIOUT: 0 markets (skipped 3 no-signal) \| keyword 'Lai Ching-te': ok \| keyword 'Taiwan': ok \| keyword 'China invade Taiwan': ok
polymarket_related	OK	0.6s	9	Polymarket search over 4 keyword(s), kept 9 matches. keyword 'Lai Ching-te': 5 markets \| keyword 'Taiwan': 4 markets \| keyword 'China Taiwan invasion': 0 markets \| keyword 'Taiwan blockade': 0 markets
wikipedia	OK	2.3s	5	Fetched 5 Wikipedia entries (1 missing pages).
article_search	OK	0.7s	43	Fetched 43 unique articles across 6 queries (lookback=120d). 'Lai Ching-te impeachment Legislative Yuan': 10 articles \| 'Lai Ching-te resign': 10 articles \| 'Lai Ching-te approval rating': 10 articles \| 'Taiwan Constitutional Court paralysis': 10 articles \| 'Lai Ching-te health': 10 articles
claude_news	OK	24.3s	12	## Key Findings 1. Impeachment motion — outcome - Taiwan's opposition-controlled Legislative Yuan approved a motion on December 26, 2025 to initiate impeachment proceedings against President Lai, arguing that he undermined Taiwan's constitutional order and democracy , following a dispute over
gdelt_news	OK	204.9s	20	GDELT: 20 articles across 4 queries (lookback=60d). 'Lai Ching-te impeachment': error GDELT rate-limited after retries (429) \| 'Lai Ching-te resign': error GDELT rate-limited after retries (429) \| 'Taiwan president recall': 10 hits \| 'Taiwan Constitutional Court': 10 hits
code_execution	OK	31.5s	0	Key findings (base-rate → adjusted forecast for Lai Ching-te leaving office before Jul 1, 2027): - Denominator/base rate universe: ~35 stable OECD/East Asian democracies × 35 years (1990–2025) ≈ 1,225 leader-years of exposure to mid-term involuntary exit (impeachment, forced resignation, co

3. Evidence Brief Sonnet 5 · 7409 chars

# Current state Lai Ching-te's four-year term runs to May 20, 2028; this market only asks about an early exit before July 1, 2027. The sole legal removal mechanism (Legislative Yuan impeachment → Constitutional Court adjudication) was tried and failed in May 2026, and the Constitutional Court currently lacks quorum to rule even if a future impeachment passed. No recall mechanism exists for the presidency (only for individual legislators, which failed in 2025). No resignation or health signals exist. # Timeline of key events - 2024-05-20: Lai Ching-te sworn in as president (confirmed, Wikipedia). - 2025 (Jul–Aug): "Great Recall" campaign — 31 KMT legislators/1 mayor targeted for recall; all recall votes failed (confirmed, Wikipedia). - 2025-12-26: Legislative Yuan (opposition-controlled) passes motion to initiate impeachment proceedings against Lai over Premier Cho's refusal to countersign a revenue-sharing law (confirmed, Focus Taiwan). - 2026-05-19: Formal impeachment vote fails — 56 in favor, 50 against, far short of the 76-vote (two-thirds) threshold; first presidential impeachment vote in Taiwan's history (confirmed, Taipei Times/globalsecurity.org). - 2026 (ongoing): Constitutional Court remains paralyzed — only 8 of 15 justices seated, below the 10-justice adjudication threshold; Legislature refuses to confirm new nominees (confirmed, claude_news synthesis). - 2026-05 (2nd anniversary polls): DPP poll shows 56.4% approval; TVBS 38% (up 6pts); Formosa satisfaction 45.7% vs 44.9% dissatisfaction — approval recovering from earlier sub-30% lows (confirmed, Taipei Times/State of the Strait). - 2026-03/04: US intelligence (2026 Annual Threat Assessment) downgrades near-term PRC invasion risk, says no fixed 2027 timeline (confirmed, Arms Control Assn/CNN). - 2026-07 to 2026-09: Continued constitutional gridlock reporting (countersignature disputes, "failing institutions," dissolution of pro-China party CUPP sought) — no new removal mechanism advanced (reported, Focus Taiwan/globalsecurity.org). # Event Will Lai Ching-te leave office before July 1, 2027 (before his scheduled term end in 2028)? # Outcomes to forecast Yes / No # Kalshi market anchor **Current YES price: 12%** (down ~1pt over both 7-day and 30-day windows; range 12–13%). Thin market: only ~306 avg daily contracts, 2 data points reported — low liquidity/limited price history, so this figure should be treated with some caution as a consensus anchor. # Resolution source Not run (no resolution_source tool result provided). # Sub-question answers 1. **Term end/impeachment-recall path** — Term ends May 20, 2028 (Wikipedia). Only legal path is Legislative Yuan impeachment (simple majority to initiate, two-thirds/76 votes to pass) + Constitutional Court adjudication; no presidential recall exists in Taiwan (code_execution/claude_news). 2. **Impeachment motions filed/outcome** — Initiated Dec 26, 2025; formal vote May 19, 2026 failed 56–50 vs. 76 needed (claude_news, Taipei Times). 3. **Constitutional Court status** — Non-functional: only 8 of 15 justices seated, below the 10-justice quorum for adjudication; opposition Legislature blocks new confirmations (claude_news). 4. **Approval/political crisis** — 2025 mass recall against KMT legislators entirely failed (Wikipedia). Approval recovering: DPP poll 56.4%, TVBS 38% (+6), Formosa near-even 45.7/44.9% (claude_news). Ongoing gridlock (countersignature disputes, budget fights) but no acute crisis threatening tenure. 5. **Health/resignation rumors** — None found in research; no credible reports of health issues or resignation intent. 6. **PRC invasion/blockade probability** — Polymarket: "China invade Taiwan by June 30, 2027" = 8% Yes; "military clash before 2027" = 6.35% Yes; "China blockade Taiwan in 2026" = 4.1% Yes. US 2026 Annual Threat Assessment downgrades near-term invasion risk (claude_news). 7. **Base rate for East Asian leader mid-term ousters** — Code execution estimates narrow base rate ~0.27% and broad ~1.36% for a 20-month window unadjusted; Taiwan-adjusted blended estimate ~1–5%, central ~2–3%. # Key facts (high-confidence, factual) 1. [claude_news/Taipei Times] Impeachment vote failed May 19, 2026, 56–50 (needed 76/two-thirds). 2. [claude_news] Constitutional Court has only 8/15 justices, below 10-justice quorum — cannot adjudicate impeachment even if passed. 3. [Wikipedia] 2025 Great Recall votes against 31 KMT legislators all failed. 4. [claude_news] No Taiwanese president has ever been removed via impeachment; no presidential recall mechanism exists. 5. [claude_news] US 2026 Annual Threat Assessment: China has no fixed 2027 invasion timeline; near-term invasion risk downgraded. 6. [Kalshi] Current YES price 12%, thin volume (~306/day), slight downtrend. # Cross-market signals - Kalshi related: Taiwan Level-4 travel advisory before 2027 = 4.9%; Trump recognizes Taiwan before 2029 = 15% (unrelated proxy). - Polymarket: "Lai out as President by Dec 31, 2026" = 3.75% Yes (higher volume, $106k); "Lai impeached by Dec 31" = 2.7% Yes. "China invade Taiwan by June 30, 2027" = 8% Yes; "China x Taiwan military clash before 2027" = 6.35% Yes. - Notable divergence: Kalshi's 12% is markedly higher than Polymarket's comparable ~3.75-8% range and the base-rate model's ~2-3% central estimate — possibly reflecting Kalshi's longer window (to Jul 2027 vs Dec 2026) or simply thin/stale pricing. # Analyst opinions and speculation - New Bloom Magazine: impeachment push characterized as largely a "political stunt" by KMT, not a serious removal threat. - Taipei Times editorial ("Breaking the constitutional deadlock"): frames crisis as chronic gridlock, not existential to Lai's tenure. - Analysts broadly agree PRC has "set aside" invasion option for near term given cost calculus (CNN, Arms Control Assn). # Directional lean per outcome - **Yes (leaves office early):** Weak support — thin possibility from renewed impeachment attempt, unforeseen health event, or PRC escalation; all currently low-probability per available evidence. - **No (serves out term to Jul 2027):** Strong support — impeachment already failed decisively, Constitutional Court structurally unable to adjudicate even a future attempt, approval ratings stabilizing/recovering, no resignation/health signals, invasion risk assessed low near-term. Polymarket and base-rate modeling both cluster well below Kalshi's 12%. # Gaps / unknowns - No new impeachment motion reported since May 2026 failure; unclear if opposition will retry before 2027. - Constitutional Court quorum could theoretically be restored if Legislature confirms nominees — no indication this is imminent. - Kalshi price appears elevated relative to Polymarket/base-rate; unclear if it reflects genuine informed money or thin-market noise. - No direct resolution-source page fetched to confirm market's precise operational definition of "leave office." # Calibration anchors - Kalshi current YES price: 12% (anchor, but thinly traded). - Polymarket comparable markets: 2.7–8% Yes across various Lai/Taiwan-crisis questions. - Historical/base-rate model: ~1–5% (central ~2–3%) for mid-term involuntary exit in a ~20-month window. - Precedent: Taiwan has zero historical cases of presidential impeachment succeeding; South Korea (Park, Yoon) provides nearest regional precedent but with a functioning removal mechanism Taiwan currently lacks (court quorum).

4. Forecasters 5 draws · Fable 5.1 + GPT-5.6 Sol

claude-fable-5-1

72% conf

Yes	6%
No	94%

Kalshi prices YES at 12%, but the market is thin (~306 contracts/day) and appears to carry longshot bias relative to the higher-volume Polymarket 'Lai out by Dec 31, 2026' market at 3.75% and the base-rate model's ~2-3% central estimate for a ~20-month window. The only legal removal path already failed decisively (56-50 vs. 76 needed, May 2026) and the Constitutional Court lacks quorum (8/15 justices) to adjudicate even a renewed impeachment, while approval is recovering (TVBS 38%, +6; DPP poll 56%) and no health or resignation signals exist. Residual risk comes from unforeseen health events, PRC escalation (Polymarket invasion by mid-2027 ~8%, though invasion would not necessarily mean leaving office), or a surprise political shift, plus the extra window to July 2027. I discount Kalshi toward the cross-market and structural evidence, landing at ~6% YES.

claude-fable-5-1

68% conf

Yes	7%
No	93%

Kalshi prices YES at 12%, but the market is thin (~306 contracts/day) and diverges sharply from Polymarket's comparable 'Lai out by Dec 31, 2026' at 3.75% and invasion-by-mid-2027 at 8%. The only legal removal path already failed decisively (56–50 vs. 76 needed in May 2026), and the Constitutional Court lacks quorum (8/15 justices) to adjudicate any future impeachment, structurally blocking removal absent an opposition reversal on nominees. Approval is recovering (Formosa ~46/45, DPP 56%), no health or resignation signals exist, and US intelligence downgraded near-term PRC invasion risk; even a PRC crisis wouldn't automatically end his tenure. Base rates (~2–3% central) plus a modest tail for health, escalation, or an unforeseen crisis justify ~7%, below the thin Kalshi anchor but above pure base rate given the remaining ~9-month window.

claude-fable-5-1

68% conf

Yes	6%
No	94%

The only legal removal path (impeachment + Constitutional Court) already failed decisively in May 2026 (56–50 vs. 76 needed) and the Court lacks quorum (8/15 justices) to adjudicate even a renewed attempt; no presidential recall exists and no health or resignation signals were found. Approval is recovering (TVBS 38%, Formosa ~45%), and US intelligence has downgraded near-term PRC invasion risk, with Polymarket pricing invasion by mid-2027 at ~8% and 'Lai out by Dec 2026' at ~3.75%. Kalshi's 12% is a thin-market anchor (~306 contracts/day) that sits well above higher-volume Polymarket comparables and a base-rate model centered at ~2–3%, so I shade meaningfully below it while keeping a tail for a PRC escalation, sudden health event, or unexpected institutional breakthrough over the remaining ~9-month window.

gpt-5.6-sol

79% conf

Yes	6%
No	94%

The 12% Kalshi YES price is the consensus anchor, but thin liquidity and lower comparable Polymarket prices make it a weak anchor. The failed 56–50 impeachment vote, 76-vote requirement, lack of presidential recall, and a Constitutional Court without quorum make legal removal before July 2027 highly unlikely. Recovering approval, no health or resignation signals, and downgraded near-term PRC invasion risk also favor No, while historical base rates center around only 2–3%. I retain 6% for unforeseen health, resignation, political realignment, or cross-Strait escalation, with some added uncertainty because no precise resolution source was provided.

gpt-5.6-sol

76% conf

Yes	6%
No	94%

The failed 56–50 impeachment vote, versus 76 required, points toward No because the only established legislative removal path lacks sufficient support. The Constitutional Court’s lack of quorum and the absence of a presidential recall mechanism further point toward No, while recovering approval and no health or resignation signals indicate no immediate exit catalyst. Low assessed PRC invasion risk and comparable markets pricing Lai’s earlier departure around 3.75% leave only a modest tail risk from military escalation or unforeseen incapacity. I move below Kalshi’s thinly traded 12% YES anchor to 6% because base rates center near 2–3%, removal machinery is presently blocked, and the anchor is notably above related markets.

6. Final plain mean of 5 draws

6% (73% confidence)

Yes: 6% No: 94%

Mean of 5 draws (0.06, 0.07, 0.06, 0.06, 0.06). Kalshi prices YES at 12%, but the market is thin (~306 contracts/day) and appears to carry longshot bias relative to the higher-volume Polymarket 'Lai out by Dec 31, 2026' market at 3.75% and the base-rate model's ~2-3% central estimate for a ~20-month window. The only legal removal path already failed decisively (56-50 vs. 76 needed, May 2026) and the Constitutional Court lacks quorum (8/15 justices) to adjudicate even a renewed impeachment, while approval is recovering (TVBS 38%, +6; DPP poll 56%) and no health or resignation signals exist. Residual risk comes from unforeseen health events, PRC escalation (Polymarket invasion by mid-2027 ~8%, though invasion would not necessarily mean leaving office), or a surprise political shift, plus the extra window to July 2027. I discount Kalshi toward the cross-market and structural evidence, landing at ~6% YES.

Pipeline Timing

Total pipeline time: 279.9s

Per-tool research timings shown in the Research section above.