Scenario wins: SynapseSeer (78) laertes (32) AtlasForecasting-bot (28) cassi (20) hayek-bot (16) smingers-bot (9)
| Figure/Metric | Value | Source | Significance |
|---|---|---|---|
| Current Net Approval (Cost of Living) | -41.5 | Silver Bulletin (May 1, 2026) | Primary baseline for the forecast. |
| Recent Individual Poll Net Rating | -53 | AP-NORC / WaPo-Ipsos (April 2026) | Indicates ‘floor’ of recent sentiment. |
| U.S. Average Gasoline Price | $4.54/gal | AAA / BLS (May 6, 2026) | 52% increase from pre-conflict levels. |
| Headline CPI Inflation (YoY) | 3.3% | Bureau of Labor Statistics (Mar 2026) | Accelerated from 2.4% in February. |
| Michigan Consumer Sentiment | 49.8 | University of Michigan (Apr 2026) | Lowest point in the current 5-year series. |
| Overall Net Approval Rating | -18.4 | Silver Bulletin (May 6, 2026) | Baseline for general popularity. |
Historically, net approval ratings on the ‘cost of living’ or ‘inflation’ track the ‘Misery Index’ (inflation + unemployment) and specifically gasoline prices with high sensitivity. During the 2021-2022 inflation surge, incumbent approval on economic issues often sat 10-15 points below overall job approval. In 2026, this gap has widened significantly; while Donald Trump’s overall net approval is roughly -18.6, his cost-of-living rating is more than 20 points lower at -41.5. This pattern of ‘issue-specific penalty’ is a hallmark of inflationary periods where consumers face frequent, visible price increases at the pump and grocery store. The current deterioration from -25.2 (Jan 2026) to -41.5 (May 2026) mirrors the rapid sentiment shifts seen during the 1979 oil shock and the mid-2008 price spike.
My prediction is primarily anchored in the current Silver Bulletin average of -41.5 (reported May 1, 2026), which has shown a sharp downward trajectory from -25.2 in January 2026. This deterioration of approximately 16 points in four months is directly attributable to a severe energy shock (gasoline rising 52% to $4.54/gal) and a resurgence in headline inflation (CPI rising from 2.4% in February to 3.3% in March).
The reasoning process weights the ‘inside view’ of current individual polls heavily. High-quality surveys from AP-NORC and the Washington Post-ABC News-Ipsos cluster around a net rating of -53 (23% approval vs. 76% disapproval). While the Silver Bulletin average uses a local polynomial regression that smooths out these sharp movements, it is likely to ‘catch down’ to these lower figures as older, more favorable polls from early 2026 drop out of the model’s weighting window.
However, I also account for potential stabilization. Polling averages on highly partisan issues often encounter a ‘floor’ where the core base of support prevents further collapse. Additionally, some economic indicators, such as the SPY equity index and stable corporate forecasts, suggest a divergence between market health and consumer sentiment. If energy prices stabilize near the current $4.50/gal rather than continuing their vertical climb, the net approval rating is likely to settle in the mid-to-high -40s rather than plummeting to -60.
I weighted the scenario of continued but slowing deterioration at 65%, a ‘worst-case’ convergence with current outlier polls at 20%, and a modest recovery (should inflation peak in June) at 15%. This results in a central estimate of -45.25, reflecting a baseline that is worse than today’s average but recognizes the smoothing effects of the source methodology.
Question: what will Silver Bulletin’s smoothed Trump net approval on “cost of living/inflation” read on Aug. 1, 2026? The best anchor is Silver Bulletin’s May 6 reading of −41.5, but multiple high-quality late‑April polls (ABC/WaPo/Ipsos, AP‑NORC, Reuters/Ipsos) showed even worse nets (often −45 to −53), and a sparse mechanical trend from Silver Bulletin snapshots points near −45 by August. Forecasters agree the series is a recency‑weighted, smoothed average so July polls will dominate and large swings are unlikely absent sustained news; the chief drivers are visible headline inflation and gasoline prices, plus tariff narratives that can sustain blame. Most teams center the forecast in the mid‑to‑high −40s (baseline weight ~40–57%), assign a meaningful recovery scenario (~25–30%) into the high −30s if gas prices and inflation expectations retreat, and a smaller deterioration tail (~14–30%) into the low −50s if energy/tariff shocks persist. Key disagreement is only about exact centering and spread—some place mass nearer −46 to reflect convergence with very negative late‑April polls, others keep the current −41.5 as the closer anchor. Guidance: watch late‑June/July polls and headline gasoline/CPI prints to update the smoothed Silver Bulletin average.
Forecast: Probability distribution:
All four analysts anchor on Silver Bulletin showing Trump’s net approval on the cost-of-living issue at about -41.5 in early May 2026, and (at least two analysts) cite a large deterioration since late Jan 2026 (roughly high -20s to low -40s). With ~12 weeks until Aug 1, 2026, the key drivers are (1) whether the recent deterioration persists vs. partially mean-reverts, (2) the fact Silver Bulletin is a smoothed/weighted polling average (so sharp moves can continue for a bit even after the underlying news shock fades), and (3) macro/energy-price/inflation surprises that can move this particular issue rating more than overall job approval.
Across forecasts, the center is consistently in the mid -40s: medians range from about -42 to -47, with a simple average near -44 to -45. I therefore set the median at -44.5: modestly worse than the current -41.5, reflecting (a) lingering negative sentiment and (b) the possibility that additional weak polls are still entering the average.
On the downside tail, I allow a non-trivial chance of moving below the question’s lower bound (-60) because (i) the series has already moved rapidly in 2026 and (ii) cost-of-living is especially sensitive to adverse shocks; however, I do not go as far as the most pessimistic analyst’s tail because a sub -60 net implies extremely lopsided disapproval that is historically uncommon and would likely require compounding bad news. This yields p5 below -60 but p10 comfortably above it.
On the upside tail, I allow meaningful improvement into the -20s (and low probability into the mid/high -10s) if inflation/energy conditions ease and sentiment partially normalizes, but I keep essentially all mass below -10 because a jump from ~-41.5 to better than -10 in under three months would be an unusually large swing for a polling average.
An amateur forecast would often (a) pick the midpoint of the bounds (around -35) despite having a strong current anchor near -41.5, (b) simply reuse today’s value with too-narrow uncertainty, or (c) extrapolate the recent drop too aggressively without accounting for smoothing/mean reversion. My forecast explicitly anchors on the current Silver Bulletin level, blends the analysts’ differing tails to avoid either overconfidence (too tight) or story-driven extremity (too much sub -60 mass), and keeps a realistic-but-not-impossible upside tail while respecting that >-10 is very unlikely over this horizon. Confidence in this improvement is moderate: the horizon is short, but the underlying economic/news drivers can still create notable volatility.
Forecast rationale (numeric):
— Iteration 1 — Across the forecasts, the main expectation is that Trump’s net approval on cost of living will stay deeply negative and fairly stable, likely in the low -40s by August 1, 2026.
The collective view is that Trump’s net approval on cost of living will likely be around -42 to -43 on August 1, 2026, with the biggest risks coming from gasoline and broader inflation dynamics.
— Iteration 2 — The forecasts generally start from Silver Bulletin’s latest cost-of-living net approval reading of about -41.5 and expect only modest movement by August 1, 2026. The shared view is that this issue metric is likely to remain deeply negative, in the low-to-mid -40s, with only limited improvement unless there is a meaningful change in inflation or energy prices.
Overall, the reasoning converges on a stable but still very negative cost-of-living approval, with mild improvement possible if energy prices ease, but limited room for a major rebound.
— Iteration 3 — Across the forecasts, the main logic is that Trump’s cost-of-living net approval is starting from a very negative baseline and is unlikely to change dramatically by August 1, 2026.
The combined view is that Trump’s cost-of-living net approval on Silver Bulletin will probably remain very unfavorable, with only modest movement from current levels unless there is a notable shift in gas prices or inflation news.
Context and the Geopolitical Shock Forecasters uniformly agree that the recent, severe plunge in President Trump’s cost-of-living approval rating was triggered by a sudden exogenous shock. Specifically, the outbreak of conflict with Iran disrupted global energy markets and caused a sharp spike in retail gasoline prices. Because gas prices serve as a highly visible, daily heuristic for voters assessing inflation, this disruption immediately battered the administration’s economic standing.
Macroeconomic Headwinds and “Sticky” Sentiment Looking ahead to the August resolution date, the rationales emphasize that structural economic realities will likely prevent a rapid polling recovery. The peak summer driving season traditionally keeps gasoline demand and prices elevated, offering little organic relief to consumers. Furthermore, forecasters highlight the “asymmetric” nature of voter psychology regarding inflation: consumers instantly punish incumbents for price spikes, but are notoriously slow to reward them when prices stabilize, as the absolute cost of living remains high. Combined with the delayed pass-through costs of recently implemented tariffs, negative economic sentiment is expected to remain highly “sticky” through the summer.
Polling Mechanics and Partisan Floors Despite the pessimistic economic outlook, forecasters identify several structural factors that will likely prevent the approval aggregate from falling indefinitely:
Upside and Downside Risks The tails of the forecasts are dictated by the trajectory of the Middle East conflict. The primary downside risk involves further military escalation and prolonged shipping blockages, which could push gas prices even higher and test the limits of the partisan floor. Conversely, the upside relies on a rapid ceasefire and the swift clearing of maritime routes, which could trigger a drop in oil prices and allow for a modest, albeit delayed, recovery in voter sentiment.
Question: What will Trump’s net approval rating on the cost of living be on August 1, 2026, according to Silver Bulletin? Final Prediction: Probability distribution:
Total Cost: extra_metadata_in_explanation is disabled Time Spent: extra_metadata_in_explanation is disabled LLMs: extra_metadata_in_explanation is disabled Bot Name: extra_metadata_in_explanation is disabled
Forecaster 1: Probability distribution:
Forecaster 2: Probability distribution:
Forecaster 3: Probability distribution:
Forecaster 4: Probability distribution:
Forecaster 5: Probability distribution:
The Silver Bulletin research analyzes Donald Trump’s net approval rating concerning the cost of living as of early May 2026, highlighting a significant decline in public sentiment. The data indicates a drop in net approval from approximately -34 in early April to around -42.2 by May 5, 2026, with individual polls reflecting even more severe disapproval rates, such as a net of -53 from a Washington Post/ABC News/Ipsos poll. The research identifies key factors contributing to this negative trend, including the ongoing Iran War, rising gas prices, and the impact of tariffs on consumer prices. The overall approval rating for Trump during this period stands at about 39% approval and 57.6% disapproval, with the cost of living issue being his weakest area of public support.
The report also discusses potential future scenarios that could influence Trump’s approval rating by August 1, 2026. Factors that might improve the rating include a resolution of the Iran conflict and subsequent decreases in gas prices, while worsening conditions could arise from further escalation of the conflict or continued inflationary pressures. Historical comparisons suggest that Trump’s current approval ratings on cost of living are unprecedentedly low, even in relation to past presidents like Jimmy Carter and George W. Bush. The research concludes that the trajectory of Trump’s approval ratings is likely to remain downward unless significant changes occur.
Sources used in the research include:
(Note: Specific links were not provided in the original text.)
Silver Bulletin tracks Trump’s issue-specific approval ratings, including cost of living/inflation. The most recent data points show a consistent and steep decline:
| Approximate Date | Net Approval (Cost of Living/Inflation) | Source |
|---|---|---|
| ~April 10, 2026 | approximately -34 | [3] |
| ~April 24, 2026 | -38.2 (approval 29.7%, disapproval 67.9%) | [4] |
| ~May 1, 2026 | approximately -40 | [13][15] |
| ~May 5, 2026 | -42.2 | [17] |
Silver Bulletin’s overall Trump approval as of early May 2026 stands at approximately 39% approval / 57.6% disapproval (net -18.4 to -18.6) [17][18], but the cost of living metric is by far his weakest issue — roughly 20+ points worse than his overall approval.
The trajectory on cost of living net approval has been sharply negative:
Several major factors are depressing Trump’s cost-of-living approval:
Factors that could improve the number (less negative):
Factors that could worsen the number (more negative):
| Metric | Value | Date |
|---|---|---|
| Silver Bulletin net approval, cost of living | -42.2 | ~May 5, 2026 [17] |
| Recent rate of decline | ~2 pts/week | April-May 2026 [3][4][17] |
| Individual poll extremes (WaPo/ABC/Ipsos) | -53 (23% approve, 76% disapprove) | Late April 2026 [12][16] |
| Individual poll extremes (Ipsos via CNN) | -49 net on inflation | Late April 2026 [15] |
| Theoretical floor (partisan floor) | Roughly ~20-25% approval = net of -50 to -60 | Based on strong partisan floor estimates |
| Silver Bulletin overall net approval | -18.6 | ~May 5, 2026 [17] |
The key uncertainty is whether the Iran War de-escalates and gas prices fall before August 1, which could moderate the decline, or whether the current trajectory persists or worsens, pushing the net figure deeper into historically unprecedented territory (below -50).
The critic makes several arguments I find compelling enough to adjust further:
1. The “Catching Up” Phase: This is the strongest argument. If individual high-quality polls (WaPo/ABC/Ipsos at -53, CNN/Ipsos at -49) represent current sentiment, the Silver Bulletin aggregate at -42.2 is already stale. With updates ~6 times weekly, the aggregate should converge toward these readings within 2-4 weeks, potentially reaching -48 to -50 by early June—well before floor effects meaningfully apply.
2. Asymmetric Catalyst Structure: Downside mechanisms are mechanical and visible (gas prices rising, tariffs compounding, GOP erosion accelerating), while upside requires a specific positive catalyst (Iran peace) with no clear timeline. Real diplomatic breakthroughs take months of back-channel work before public proposals. The critic is right that the 15-point plan may be political theater rather than imminent resolution.
3. Issue-Specific Floors Are Lower: The 24-point gap between overall approval (-18.6) and cost-of-living approval (-42.2) demonstrates that partisans already disapprove of issue handling while maintaining overall support. This floor could be considerably lower than my assumed -50 to -55.
4. Aggregate Momentum: When polls consistently point in one direction, aggregates can actually overshoot rather than dampen the signal.
Some Floor Effect Exists: Even if lower than initially assumed, some point exists where approval cannot fall further. I maintain modest resistance around -55 to -58 for the aggregate.
12 Weeks Allows for Surprises: While Iran peace by August 1 is unlikely, geopolitical events can shift rapidly. I maintain some probability mass on improvement scenarios, though compressed from earlier forecasts.
The revised distribution reflects:
The key change from my prior forecast is accepting that the “catching up” phase is mechanical and will bring the aggregate to approximately -48 to -50 within weeks, making further decline from that base more likely than stabilization near current levels.
Updated prediction:
Percentile 0.1: -60 Percentile 1: -57.5 Percentile 5: -55 Percentile 10: -53 Percentile 20: -51 Percentile 30: -49.5 Percentile 40: -48 Percentile 50: -47 Percentile 60: -45.5 Percentile 70: -43.5 Percentile 80: -40.5 Percentile 90: -36 Percentile 95: -30 Percentile 99: -21 Percentile 99.9: -14
The critic raises several valuable points that deserve careful consideration:
Recovery scenarios underweighted: I agree that giving only 10% probability to improvement beyond -35 may be too conservative. The 12-week timeframe provides meaningful opportunity for Iran conflict de-escalation, potential SPR release, or tariff adjustments. Wars can end suddenly, and gas prices respond quickly to supply relief.
Silver Bulletin methodology moderation: This is an important point I underemphasized. The -53 WaPo/ABC poll gets moderated to -42 in the average. This systematic dampening limits how extreme the reading can get in either direction.
Left tail may be slightly heavy: Given we’re approaching the partisan floor AND Silver Bulletin’s moderating methodology, reaching -57+ would require essentially unprecedented collapse across all pollsters simultaneously.
Rate deceleration justification: The critic correctly notes I didn’t quantitatively justify the 6x deceleration from -2 pts/week to -0.33 pts/week. I need to better ground this.
Continued downward pressure: The Iran War is ongoing with no concrete evidence of imminent resolution. Gas prices remain at 4-year highs during summer driving season. Tariff impacts persist. Some continued decline remains more likely than improvement absent positive shocks.
Median of -44 may be slightly too optimistic: The current -42.2 reading and persistent drivers suggest my -46 may have been somewhat too pessimistic, but -44 implies almost negligible decline (~1.8 points) over 12 weeks. I’ll split the difference.
Wide uncertainty remains appropriate: The geopolitical volatility warrants significant spread.
I’m moving my median from -46 to -45 (acknowledging floor effects while maintaining some continued decline as likely). I’m shifting more probability to improvement scenarios (P90 from -35 to -34, P95 from -30 to -29). I’m tightening the left tail slightly (P1 from -57.5 to -56.5) given Silver Bulletin’s moderating methodology.
The distribution reflects:
Updated prediction:
Percentile 0.1: -59 Percentile 1: -56.5 Percentile 5: -53.5 Percentile 10: -51 Percentile 20: -49 Percentile 30: -47.5 Percentile 40: -46 Percentile 50: -45 Percentile 60: -43.5 Percentile 70: -42 Percentile 80: -39 Percentile 90: -34 Percentile 95: -29 Percentile 99: -20 Percentile 99.9: -12
Recency Bias Concern: The critic is right that I may be over-weighting the recent ~2 pts/week decline rate. This steep decline emerged during an acute crisis period (Iran War onset), and such rates typically don’t continue linearly. Historical approval declines show diminishing returns as they approach partisan floors.
Floor Effects at Unprecedented Levels: This is perhaps the strongest point. When approval is already at “literally off the chart” levels—lower than Carter during stagflation—the remaining approvers are committed partisans. The marginal disapprover becomes increasingly hard to find. This “rally exhaustion” effect deserves more weight.
Overly Tight IQR: My 6-point interquartile range was indeed too narrow for a 12-week forecast horizon with active military conflict and genuine geopolitical uncertainty. This should be widened.
Summer Gas Price Timing: August 1 falls after peak summer driving season (June-July), meaning gas prices may have already begun their seasonal decline by resolution date.
Silver Bulletin Methodological Smoothing: Polling averages inherently compress outliers. Even if individual polls show -53, the Silver Bulletin average may structurally resist moving much beyond -50.
Downside Risk Remains Material: The fundamentals driving disapproval (ongoing Iran conflict, elevated gas prices, tariffs) remain in place. Without clear positive catalysts, continued deterioration remains the most likely direction—even if at a slower pace.
Individual Polls as Leading Indicators: The -49 to -53 individual poll results suggest where the Silver Bulletin average could settle. Polling averages typically lag individual polls, so these extreme results are informative.
I’ll adopt the critic’s main recommendations:
However, I’ll make the upside tail slightly less optimistic than the critic suggests—improvement requires specific positive catalysts (Iran peace, gas price collapse) that remain uncertain, not just time.
Updated prediction: Percentile 0.1: -61 Percentile 1: -57 Percentile 5: -54 Percentile 10: -52 Percentile 20: -49 Percentile 30: -47 Percentile 40: -46 Percentile 50: -45 Percentile 60: -44 Percentile 70: -42 Percentile 80: -39 Percentile 90: -35 Percentile 95: -31 Percentile 99: -25 Percentile 99.9: -18
Let me search for any recent updates on Trump’s approval ratings and the situation in Iran to ensure my forecast is based on the most current information.
Let me get the latest Silver Bulletin data directly to see current figures:Now I have updated information. Let me synthesize the key findings and respond to the critic’s points:
Acknowledging Valid Criticisms:
Summer gas price seasonality: The critic is absolutely right. Gas prices are currently at $4.45/gallon and the Strait of Hormuz remains effectively closed. Summer driving season (June-July) will add additional upward pressure on prices.
Gap between individual polls and aggregate: The YouGov poll shows net -44 on inflation (25% approve, 69% disapprove). The Reuters/Ipsos poll shows only 22% approval on cost of living. These suggest the Silver Bulletin average at -41.5 (as of May 1/5) may be lagging behind the “true” state.
Upside recovery scenarios: Given the fragile Iran ceasefire, continued strait closure, and how “sticky” cost-of-living perceptions are, I was likely too generous on the probability of improvement.
Defending Parts of My Original Reasoning:
Floor effects remain real: Republican disapproval on cost of living is rising (41% in Reuters/Ipsos poll disapprove, up from earlier), but there’s still a core of ~20-25% approval representing committed partisans.
12 weeks allows for developments: The Iran situation is extremely fluid - Trump is negotiating, there’s a potential deal framework, and the conflict could resolve. But I acknowledge resolution by August 1 is not the base case.
New Insights from Updated Search:
Oil prices remain extremely elevated: Brent at ~$100-114/barrel, WTI at ~$93-102. This keeps severe pressure on gas prices.
Strait of Hormuz still effectively closed: Despite U.S. attempts to escort ships through, commercial traffic has not resumed normally. This could persist for months.
Expert consensus is prices stay high: Even if war ends, analysts say it takes months for oil flows to normalize, infrastructure to repair, and inventories to rebuild.
Current Silver Bulletin reading is -41.5 (dated May 1/5), slightly better than the -42.2 reported earlier, but the note says the chart has been extended multiple times as numbers keep dropping.
Midterm dynamics intensifying: Democrats have 10-point generic ballot lead, and cost of living is the central weakness being hammered.
Adjustment Rationale:
Given:
I should:
The critic’s suggested distribution is reasonable. I’ll make modest adjustments to align with their valid points while maintaining my view that extreme further deterioration (below -55) faces floor resistance.
Updated prediction:
Percentile 0.1: -64 Percentile 1: -59 Percentile 5: -55 Percentile 10: -53 Percentile 20: -51 Percentile 30: -49 Percentile 40: -48 Percentile 50: -47 Percentile 60: -45.5 Percentile 70: -44 Percentile 80: -41 Percentile 90: -36 Percentile 95: -30 Percentile 99: -22 Percentile 99.9: -15
Anchoring on individual polls, not aggregate: The critic is right that I should anchor on where reality currently is (-49 to -53 in individual polls), not where the lagging aggregate is (-42.2). Silver Bulletin’s methodology will converge toward consistent individual poll signals over 12 weeks.
Upside probability still too generous: The 20% probability of flat/improvement requires specific positive catalysts that are hard to identify. Iran resolution during summer driving season is historically unlikely. Gas prices falling below $4/gallon in August would be extraordinary. A more realistic upside probability is 15-18%.
Asymmetric risk profile: The downside can happen from continued status quo degradation or any single shock, while upside requires multiple positive developments. This asymmetry supports a more negative median.
Floor effects remain real: The partisan floor (~20-25% approval) creates practical limits. The 0.1 and 1st percentiles shouldn’t go much beyond -62/-58.
Some upside tail must exist: While unlikely, there’s non-zero probability of partial Iran de-escalation or stabilization that could moderate deterioration.
The critic’s framing of “autopilot deterioration” is particularly compelling. Even without new shocks:
This combination suggests the most likely path is continued decline, not stabilization.
The median should be at -48, reflecting:
The 80th percentile at -43 appropriately limits upside probability to ~18%, which better reflects the difficulty of achieving improvement.
Updated prediction:
Percentile 0.1: -62 Percentile 1: -58 Percentile 5: -55 Percentile 10: -53 Percentile 20: -51 Percentile 30: -50 Percentile 40: -49 Percentile 50: -48 Percentile 60: -47 Percentile 70: -45 Percentile 80: -43 Percentile 90: -39 Percentile 95: -35 Percentile 99: -29 Percentile 99.9: -20
Agent Forecast (numeric, confidence: medium-low)
Base Rate: Silver Bulletin cost-of-living metric declined ~10.5 points over 6.5 weeks from mid-March to May 1 (~1.6 pts/week). At this pace over ~13 weeks the central estimate is ~-62; at half this pace ~-52; at one-third ~-48. Individual poll snapshots (YouGov -44, AP-NORC -53) bracket the likely central tendency. No direct historical parallel exists for issue-specific net approval below -40 for sustained periods.
Initial Reasoning:
Key Uncertainties:
Evidence Sources (10):
Grounding Facts (passed to reviewers): Here are 8 key grounding facts:
Draft: −50−−40: 50.0%, −60−−50: 22.0%, −40−−35: 14.0%, −35−−30: 6.0%, Below -60: 4.0%
Reviewer Panel:
Reviewer (reasoning)
The draft forecast assumes the post-ceasefire slowdown will meaningfully decelerate the already accelerating downward trend, but the data from late March through May actually show a faster weekly drop than earlier in the term. It also underweights how sharply independent and moderate voters are shifting their views in response to Fed tightening and recession fears. Consequently, the probability mass should shift toward deeper negatives (–60 to –50).
Objections:
Reviewer (calibration)
The forecast significantly underestimates the likely continued decline in Trump’s cost of living approval. It relies on an unjustified deceleration of the observed trend, failing to fully account for the consistent economic headwinds and the severity indicated by recent individual polls like AP-NORC. The ‘fragile ceasefire’ does not appear to have reversed the underlying drivers of inflation, and the ‘partisan floor’ argument is weakened by high Republican disapproval on this specific issue.
Objections:
Reviewer (fact-checker)
1 factual error(s). 3 unsupported claim(s). Verdict: minor_issues
Unsupported claims:
Objections:
Adjustment Rationale:
Adjusted probability mass toward more negative bins after reviewers correctly identified two flaws: (1) my draft assumed post-ceasefire deceleration, but the data actually show acceleration from ~1.3 pts/week (Feb→Mar) to ~1.6 pts/week (Mar→May), even partially capturing the post-April 8 ceasefire period; (2) my partisan-floor argument cited ~75% Republican approval, but AP-NORC’s April 16-20 poll shows only 51% of Republicans approve on cost of living (47% disapprove), meaningfully lowering the aggregate floor. I also recognized that individual polls (YouGov -44, AP-NORC -53) lead the SB aggregate (-41.5), implying continued downward drift just from convergence. Linear extrapolation at 1.5 pts/week × 13 weeks lands near -61; at 1.0 pts/week near -54; at 0.5 pts/week near -48. The -50 to -40 bin remains modal (45%) because the ceasefire and 30-day smoothing resist free-fall, but mass below -50 rose from 26% to 35%. Held firm against shifting further: the ceasefire is a real factor (oil dropped 4% on the news), the partisan floor is lower but not absent, and the ensemble signal (~25%) is broadly consistent with my revised tail mass. Confidence lowered to medium-low to reflect Fed/geopolitical volatility.
forecast_sdk | 468.9s | research $0.5694 + reviewers $0.0105 + reconcile $0.1769 = $0.7569
Extracted Percentile Values: {0.1: -64.0, 1.0: -59.5, 5.0: -54.5, 10.0: -51.5, 15.0: -49.8, 20.0: -48.5, 25.0: -47.4, 30.0: -46.4, 35.0: -45.5, 40.0: -44.7, 45.0: -44.0, 46.0: -43.9, 47.0: -43.7, 48.0: -43.5, 49.0: -43.3, 50.0: -43.1, 51.0: -42.9, 52.0: -42.7, 53.0: -42.5, 54.0: -42.3, 55.0: -42.1, 60.0: -41.2, 65.0: -40.2, 70.0: -39.0, 75.0: -37.6, 80.0: -35.9, 85.0: -33.8, 90.0: -30.9, 95.0: -27.0, 99.0: -18.5, 99.9: -8.5}
Model’s Answer: The strongest anchor is Silver Bulletin’s current cost-of-living net approval of about -41.5 as of May 6, 2026. With only about twelve weeks to resolution, the base case is that this remains quite negative and moves by single digits rather than undergoing a massive regime change. I lean slightly toward further deterioration because the recent direction is down and issue-specific approval on prices tends to be sticky, but I do not extrapolate the recent slide linearly because polling averages mean-revert and large issue-approval swings often slow after sharp drops.
The main ways this forecast could be wrong are that the recent decline stabilizes sooner than it looks, that there is a genuine positive economic shock on inflation or gasoline prices, or that there is a further inflation or war-related deterioration. I assign meaningful but not dominant probability to each of those, which produces a distribution centered a bit below today’s level, with fat tails on both sides and the required tiny mass below -60 and above -10.
Percentile .1: -64.0 Percentile 1: -59.5 Percentile 5: -54.5 Percentile 10: -51.5 Percentile 15: -49.8 Percentile 20: -48.5 Percentile 25: -47.4 Percentile 30: -46.4 Percentile 35: -45.5 Percentile 40: -44.7 Percentile 45: -44.0 Percentile 46: -43.9 Percentile 47: -43.7 Percentile 48: -43.5 Percentile 49: -43.3 Percentile 50: -43.1 Percentile 51: -42.9 Percentile 52: -42.7 Percentile 53: -42.5 Percentile 54: -42.3 Percentile 55: -42.1 Percentile 60: -41.2 Percentile 65: -40.2 Percentile 70: -39.0 Percentile 75: -37.6 Percentile 80: -35.9 Percentile 85: -33.8 Percentile 90: -30.9 Percentile 95: -27.0 Percentile 99: -18.5 Percentile 99.9: -8.5
Polling averages for issue ratings evolve slowly because daily updates and smoothing moderate single-poll swings.
Cost-of-living judgments are anchored in personal price experience and thus show persistence beyond topline approval volatility.
Current readings are deeply negative, driven by elevated headline inflation and abrupt gasoline price spikes.
Multiple recent polls show consistently large disapproval margins on price handling, indicating a real level shift rather than transient noise.
A sustained decline in retail fuel and cooler CPI prints through late spring and early summer would allow partial recovery by August.
By contrast, renewed energy shocks, tariff escalation, or surprise upside in prices would deepen net disapproval materially.
The August 1 value will also depend on which polls are fielded and reported in late July and on the smoothing conventions that weight recent moves.
The principal uncertainties are the summer path of inflation and fuel prices, with polling timing and question wording as important secondary sensitivities.
Forecast: median = -43.54
Energy Prices: The primary driver is the high cost of crude oil and gasoline, currently at $109.76 per barrel and $4.54 per gallon, respectively. These prices are expected to remain elevated due to ongoing geopolitical tensions, particularly in the Strait of Hormuz.
Geopolitical Factors: The resolution of the Iran conflict is crucial. If the Strait remains closed, energy prices will likely stay high, negatively impacting public sentiment regarding the cost of living.
Polling Trends: Recent polling shows a significant decline in approval ratings, with individual polls indicating disapproval ratings as low as -53. The smoothing methodology used by Silver Bulletin suggests that even if conditions improve, it will take time for this to reflect in the approval ratings.
Inflation Data: Upcoming Consumer Price Index (CPI) reports will influence public perception. If inflation remains high, it could further depress approval ratings.
Potential Scenarios: There are various potential outcomes ranging from continued escalation of the conflict leading to deeper disapproval (-52) to a significant easing of tensions and energy prices, which could improve ratings to around -36. However, the most likely scenario suggests a continued decline, stabilizing around -43.
Timeframe Sensitivity: With 87 days until the forecast date, there is enough time for significant developments, but not enough for a full recovery in sentiment, especially given the current downward momentum.
Forecast (percentiles, aggregated):
Per-model forecasts:
Rationale: Summary As of early May 2026, Donald Trump’s net approval rating on the cost of living sits at -41.5, according to the Silver Bulletin. This metric has experienced a steep downward trajectory, falling approximately 16 points from roughly -25.2 in January 2026. This translates to a decline of about 4 to 4.7 points per month. The drop is largely driven by public reactions to tariff-induced inflation, rising living costs, and compounding economic anxieties tied to the ongoing Iran war. Over the roughly three months leading up to the August 1 resolution date, the baseline expectation is a continued but decelerating decline. The central estimate of -44.0 reflects the historical stickiness of negative inflation sentiment while accounting for natural polling floor effects, as absolute approval ratings rarely drop below 20% to 25%.
Strongest Arguments for Higher Values
Strongest Arguments for Lower Values
Key Uncertainties
Silver Bulletin’s Trump approval page, updated May 6, 2026, said Trump’s cost-of-living net approval was -41.5 in the note dated May 1, 2026. Silver’s methodology says these averages are updated about six times per week and are recency-, sample-size-, and pollster-quality-weighted using local polynomial regression, so the series is a smoothed estimate rather than just the newest raw poll. (natesilver.net)
Raw issue polling has worsened sharply. Reuters/Ipsos had Trump at 29% approve and 62% disapprove on “your cost of living” in its February 18-23, 2026 poll, a net of -33. By April 15-20, Reuters/Ipsos had moved to 25% approve and 68% disapprove, a net of -43. AP-NORC’s April 16-20 poll found 23% approve and 76% disapprove on the cost of living, and Washington Post/ABC News/Ipsos found the same 23% approve and 76% disapprove in its April 24-28 poll. That puts the late-April raw-poll cluster materially worse than Silver’s smoothed -41.5 reading, which implies Silver still had some lagged, less-negative polling in the average as of early May. (ipsos.com)
The issue fundamentals are also poor right now. The March 2026 CPI report showed prices up 0.9% month over month and 3.3% year over year, with gasoline up 21.2% in March alone. AAA’s national average regular gas price was $4.558 on May 7, 2026, versus $4.300 a week earlier, and AAA said on April 30 that gas prices were at their highest level in four years. Gallup’s April 1-15 survey found 31% of Americans naming inflation/high prices as their top family financial problem and a record 55% saying their financial situation was getting worse. (bls.gov)
I do not, however, extrapolate a straight-line collapse through August 1, 2026. There are real offsetting forces: BEA’s advance estimate had real GDP growing at a 2.0% annual rate in Q1 2026, the Conference Board said consumer confidence edged up to 92.8 in April from 92.2 in March, and EIA’s April 2026 Short-Term Energy Outlook projected U.S. retail gasoline prices peaking around April near $4.30 per gallon and then averaging $3.70 for 2026 as disruptions ease. Those data suggest some chance of partial summer relief in the cost-of-living mood, even if voters remain broadly unhappy. (bea.gov)
My synthesis is: the most likely August 1 Silver Bulletin value is still deeply negative, but a bit less extreme than the worst late-April raw polls if energy prices and sentiment stabilize over the summer. I therefore center the forecast around -44 net approval. In the code, I encode that as a three-scenario mixture: a 60% baseline centered at -44.5, a 25% improvement scenario centered at -39.0, and a 15% deterioration scenario centered at -51.5. That produces a distribution with most of the mass in the high -30s to low -50s, with the single most likely region in the low-to-mid -40s. (natesilver.net)
Silver Bulletin resolves this to a smoothed polling average, not a single poll. Silver Bulletin says its approval averages are continually updated, usually about six times per week, and are calculated with local polynomial regression using pollster ratings, sample size, recency, anti-flooding adjustments, and house-effects corrections. That means the August 1, 2026 value should behave more like a smoothed late-July average of issue polling than like a single-survey snapshot. (natesilver.net)
The starting point is already very bad for Trump on this issue. On Silver Bulletin’s Trump approval page updated May 6, 2026, Eli McKown-Dawson wrote that Trump’s net approval on the cost of living was -41.5; on February 27, 2026, Silver Bulletin had the same issue at -32.3, so the trend over roughly two months has been sharply downward. Recent underlying polls are consistent with that weakness: Economist/YouGov found Trump’s net approval on inflation at -35 on April 3-6 and -44 on May 1-4, while Reuters/Ipsos found only 21% approving of his handling of inflation and rising prices on April 24-27, a second-term low in that series. (natesilver.net)
The economic backdrop is still unfavorable. BLS reported March 2026 CPI up 3.3% year over year and 1.0% for the month before seasonal adjustment. BEA’s advance Q1 2026 estimate showed real GDP still growing at a 2.0% annual rate, but also showed the PCE price index up 4.5% annualized in the quarter. University of Michigan final April consumer sentiment was 49.8, down from 53.3 in March, and year-ahead inflation expectations jumped to 4.7%. The Conference Board’s April consumer confidence index was only 92.8. EIA reported the national average retail gasoline price at $4.452 on May 4, 2026. And in the May 1-4 Economist/YouGov poll, 31% of Americans named inflation/prices as their most important issue. (bls.gov)
The main argument against simply extrapolating further straight downward is that a meaningful share of the latest collapse probably reflects the Iran/Strait of Hormuz energy shock. University of Michigan explicitly said the conflict was influencing consumer views primarily through shocks to gasoline and other prices. EIA’s April Short-Term Energy Outlook assumes production and trade disruptions should ease over 3Q and 4Q 2026. Analysts quoted by Axios and AP expect gasoline prices to decline in the next one to three months if the conflict truly de-escalates, but they also say prices are unlikely to return to pre-war levels before the end of 2026. There are also three CPI releases before August 1 — on May 12, June 10, and July 14 — so there is room for visible improvement in the public narrative if energy pressures ease. (sca.isr.umich.edu)
So my base case is partial recovery from the current nadir, not a full rebound. Pre-shock Silver Bulletin inflation approval was already awful at -32.3 in late February, and the broader data still say Americans feel miserable about prices even when some macro indicators are not collapsing. If gasoline retreats meaningfully by late summer, I would expect some improvement from -41.5; but because price levels will still feel high, inflation remains the top issue, and Silver Bulletin’s exact-date value is a smoothed average rather than a noisy single poll, I think the most likely August 1 reading is still deeply underwater, centered near net -40.0. I encoded that as a three-scenario mixture: a base case of partial normalization, a bearish case where energy/trade disruptions linger and the reading stays in the mid -40s, and a bullish case where relief is more visible and the reading rebounds into the mid -30s. (natesilver.net)
As of the Silver Bulletin Trump approval page updated on May 6, 2026, Trump’s overall net approval was -18.4, and the page’s update note says his net approval on the cost of living was -41.5 as of May 1, 2026. Silver Bulletin says this is a continually updated polling average, typically refreshed about six times per week, and that it uses house-effect adjustments plus local polynomial regression. So the August 1, 2026 resolution value should behave like a smoothed estimate of opinion around that date, not a single noisy raw poll. (natesilver.net)
The recent issue-polling environment is clearly worse than Trump’s topline approval. Silver Bulletin’s February 27, 2026 update put his inflation/cost-of-living net approval at -32.3. Economist/YouGov’s May 1-4, 2026 poll found 25% approval and 69% disapproval on inflation/prices, a net of -44. Reuters/Ipsos reported from its April 15-20, 2026 poll that only about one in four Americans approved of Trump’s handling of inflation and rising prices. And the Washington Post/ABC News/Ipsos poll released on May 3, 2026 found just 23% approval versus 76% disapproval on the cost of living. That cluster makes the current Silver Bulletin reading in the low 40s negative look very plausible, and suggests the immediate baseline entering May is probably still deteriorated rather than already rebounding. (natesilver.net)
The underlying economic context also argues against a fast rebound. BLS reported that March 2026 CPI rose 0.9% month over month and 3.3% year over year, with gasoline up 21.2% in March. AAA’s national average regular gas price was $4.558 on May 7, 2026, after AAA had already reported $4.300 on April 30, 2026. Meanwhile, the University of Michigan’s final April 2026 consumer-sentiment index was 49.8, and its year-ahead inflation expectation jumped to 4.7%. Those are exactly the kinds of readings that tend to keep cost-of-living evaluations badly underwater. (bls.gov)
There is, however, a credible easing path by August 1, 2026. EIA’s April 2026 Short-Term Energy Outlook assumed Hormuz-related disruptions would gradually abate and forecast retail gasoline prices peaking around $4.30 in April before averaging $3.70 for 2026 overall, implying some summer relief even if prices stay above pre-conflict levels. Also, August 1 lands after the CPI releases for April 2026 on May 12, 2026, May 2026 on June 10, 2026, and June 2026 on July 14, 2026, though before the July 2026 CPI release on August 12, 2026. So Silver Bulletin will have several more months of economic and polling data to smooth into the August 1 value. My inference is that the late-April/early-May nadir is more likely to soften somewhat than to fully reverse. (eia.gov)
Putting those pieces together, my base case is modest improvement from the worst spring readings, but not a return to the February 2026 level. I center the distribution at about -41.9. That is basically a compromise between three forces: (1) current Silver/other polling that is already in the low-to-mid 40s negative, (2) some chance of partial summer improvement if gas prices cool and issue salience ebbs, and (3) continued drag from weak consumer sentiment, elevated inflation expectations, and Trump’s broader downward approval trend. I therefore assign most probability mass from roughly -47 to -36, with a meaningful downside tail into the high -40s and low -50s if prices stay elevated or worsen, and only a small upside tail into the low -30s because that would likely require both materially better prices and a faster political reset than the current data suggest. The code below encodes that view as a four-scenario normal-mixture distribution.
As of the May 6, 2026 update on Silver Bulletin’s Trump approval page, Trump’s overall net approval was -18.4, and Eli McKown-Dawson wrote that Trump’s net approval on the cost of living was -41.5 as of May 1, 2026. Silver Bulletin says the page is updated regularly as new polls come in, and its methodology says the averages are typically updated about six times per week, with weights based on pollster ratings, sample size, recency, and house-effects adjustments using local polynomial regression. That means the August 1 resolution value will be a smoothed daily estimate rather than the raw result of one poll. (natesilver.net)
The latest underlying issue polls are at least as bad, and often worse, than the current Silver average. Reuters/Ipsos fielded April 15-20 and found 25% approval and 68% disapproval on Trump’s handling of respondents’ cost of living, for net -43. AP-NORC fielded April 16-20 and found 23% approval and 76% disapproval on the cost of living, for net -53. ABC News/Washington Post/Ipsos fielded April 24-28 and also found 23% approval and 76% disapproval on the cost of living, again net -53. Economist/YouGov fielded May 1-4 and found 25% approval and 69% disapproval on inflation/prices, for net -44. Taken together, late-April and early-May polling suggests the live environment is roughly in the mid-40s to low-50s negative range, while Silver Bulletin’s -41.5 is somewhat buffered by smoothing and older polls. (ipsos.com)
The macro backdrop is mixed but still mostly unfavorable. The latest official inflation data available as of May 7 are March releases: CPI was up 3.3% year over year and 0.9% month over month, while the PCE price index was up 3.5% year over year and 0.7% month over month. The University of Michigan’s final April survey put consumer sentiment at 49.8 and one-year inflation expectations at 4.7%. The Budget Lab at Yale estimates that even if the temporary Section 122 tariffs expire on schedule, the current tariff regime still leaves an ultimate price-level effect of about 0.5% to 0.7%. USDA’s April 2026 Food Price Outlook says overall grocery inflation is not extreme, but several food-at-home categories are still running well above historical norms, including beef and veal, sugar and sweets, and nonalcoholic beverages. (bls.gov)
There is, however, a plausible relief path before August. EIA’s April 7 Short-Term Energy Outlook assumes the Middle East conflict does not persist past April, expects Strait of Hormuz disruptions to ease, and says gasoline prices likely peaked around April at close to $4.30 per gallon. The same outlook expects lower oil prices later in 2026. Separately, the March 2026 FOMC projections put median 2026 PCE inflation at 2.7%, and the Philadelphia Fed’s first-quarter 2026 Survey of Professional Forecasters put 2026 fourth-quarter-over-fourth-quarter core CPI inflation at 2.6%. If those disinflationary expectations start showing up in gas prices and summer price headlines, some of the recent political damage on cost of living could reverse. (eia.gov)
My base case is therefore bad but not catastrophically worse than today. The late-April polling suggests Silver Bulletin probably still had some near-term downward pressure left after May 1, but by August 1 I expect part of that to be offset by easing energy pressure and by the fact that Silver’s daily average is smoothed rather than purely reactive. I also expect cost-of-living approval to remain much worse than Trump’s overall approval, as it is now. I therefore center the forecast at about -42 net approval on August 1, 2026, with downside risk into the high -40s if fresh inflation or tariff shocks dominate, and upside into the upper -30s if gasoline and inflation perceptions improve faster than I expect. The distribution below has a median near -42 and keeps most probability mass between roughly the mid-30s and low-50s. (natesilver.net)
Silver Bulletin says its approval averages are updated about six times per week and are built with a smoothed local-polynomial regression, so the August 1 value should behave like a smoothed estimate rather than just whichever single poll happens to land last. On the current Trump approval page, the May 6, 2026 update says Trump’s net approval on the cost of living is -41.5. There are 85 days from May 7, 2026 to August 1, 2026. (natesilver.net)
Recent issue polling is, if anything, a bit worse than that Silver reading. Economist/YouGov’s May 1-4 poll has Trump at 25% approve and 69% disapprove on inflation/prices, or -44 net. AP-NORC’s April 16-20 poll has him at 23% approve and 76% disapprove on the cost of living, or -53 net. The Washington Post-ABC-Ipsos poll from April 27-May 1 also has cost-of-living handling at 23% approve and 76% disapprove, again -53 net. A crude average of those three explicit net readings is -50.0, which implies some downside drift is still possible for Silver’s smoother if the polling environment stays where it is now. (yougov.com)
The objective backdrop on affordability is still politically ugly. Official March CPI was up 3.3% year over year, with gasoline prices up 18.9% from a year earlier. University of Michigan’s final April sentiment index was only 49.8, and year-ahead inflation expectations jumped from 3.8% to 4.7%. EIA’s daily price page then showed U.S. regular gasoline averaging $4.54 per gallon on May 5. That combination supports keeping Trump’s cost-of-living rating deeply underwater. (bls.gov)
There is, however, a plausible recovery path by late July. Michigan said sentiment recovered modestly after a two-week cease-fire and slightly softer gas prices. EIA’s April Short-Term Energy Outlook says the biggest oil-market disruptions are concentrated in April, forecasts the Brent-WTI spread to fall in 3Q26 as disruptions dissipate, and still projects 2026 average retail gasoline at $3.70. So I do not want to linearly extrapolate the spring deterioration all the way through August. (sca.isr.umich.edu)
My synthesis is: start from Silver’s current -41.5, pull somewhat toward the harsher recent single-poll environment, then offset part of that with a moderate summer easing scenario. Because voters tend to experience inflation cumulatively rather than just through the latest annual rate, cost-of-living attitudes can stay sour even if the flow data improve. That leaves me with a central estimate very close to -43, specifically about -42.8 for August 1, 2026. I put most of the probability mass from the high -30s through the high -40s, with thinner upside tail if gasoline retreats faster than expected and a meaningful downside tail if prices remain salient and fresh polls keep resembling the recent -50ish readings. (natesilver.net)