Short Answer

The model predicts the most likely outcome is 'Event does not qualify' with 99.0% probability, while the market assigns 1.0%, indicating a significant divergence.

1. Market Behavior & Drivers

This market's price action was defined by a single, sharp resolution event on August 19, 2026. The contract opened with a 75.0% probability for a 'YES' outcome but experienced a precipitous drop of 74.0 percentage points, collapsing to a floor of 1.0% on the same day. According to available context, this price collapse was driven by the non-occurrence of Sherrod Brown's appearance on "The Last Word With Lawrence O'Donnell". The market correctly priced in that if he did not appear on the show, the probability of him making a statement on it would resolve to nearly zero.
Volume patterns underscore the market's conviction. The initial 75.0% price level was established on negligible volume, just 1.96 contracts. The subsequent price crash, however, occurred on a massive volume spike of 5,936.56 contracts, which accounts for the bulk of the 7,470 total contracts traded. This high-volume move during the price drop signals a rapid and decisive consensus forming around the 'NO' outcome. The price has since stabilized at a 1.0% support level on zero volume, indicating the market now considers the question settled. The chart reflects a complete sentiment reversal, from a high initial expectation to a near-certainty that the event would not occur.
  • The model strongly expects no qualifying statement given unavailable guest schedule data.
  • The market's probability for a qualifying statement dropped 74 points on August 19.

Current Context

No public schedule confirms Sherrod Brown's appearance tonight. As of August 19, 2026, no public information indicates that Sherrod Brown is scheduled to appear on "The Last Word with Lawrence O'Donnell" for the episode airing today [1][2][3][4][5][6][7][8].
Brown, a 2026 Senate nominee, has appeared on the show previously. Sherrod Brown is currently the 2026 Democratic nominee for U.S. Senate in Ohio [9][10]. He is campaigning in a special election to fill the seat currently occupied by Senator Jon Husted, previously held by JD Vance [11]. Brown served in the U.S. Senate from 2007 until he lost his re-election bid in the 2024 general election [11]. He has made recent appearances on "The Last Word with Lawrence O'Donnell," discussing his Senate race and offering critiques of political nominees [9][10][12][13][14][15][16].
Sources (16)
  1. 1Episode 154 - The Last Word with Lawrence O'Donnell 2026-08-19 | TVmazetvmaze.com
  2. 2U.S. Senate Candidate Sherrod Brown Speaks to Reporters in Steubenville, Ohio | Video | C-SPAN.orgc-span.org
  3. 3U.S. Senate Candidate Sherrod Brown Speaks to Reporters in New Philadelphia, Ohio | Video | C-SPAN.orgc-span.org
  4. 4Sherrod Brown on Sen. Husted Voting for The "Big Beautiful Bill" | Video | C-SPAN.orgc-span.org
  5. 5Sherrod Brown on Max Miller "I Don't Really Want to Add to The Politics"c-span.org
  6. 6U.S. Senate Candidate Sherrod Brown Campaigns in Steubenville, Ohio | Video | C-SPAN.orgc-span.org
  7. 7Ohio U.S. Senate Candidate Sherrod Brown Speaks to Reporters With Sen. Kelly | Video | C-SPAN.orgc-span.org
  8. 8Sen. Husted "In My Race Against Sherrod Brown, I Actually Feel Sorry For Him"' | Video | C-SPAN.orgc-span.org
  9. 9A Democratic Senate majority could stop Trump’s clownish nominees,' says Fmr. Sen. Sherrod Brownms.now
  10. 10MS NOW's Lawrence O'Donnell talks to former Sen....facebook.com
  11. 11Top Senate Races To Watch In 2026:: GrabienNewsnews.grabien.com
  12. 12Episode 132 - The Last Word with Lawrence O'Donnell 2026-07-15 | TVmazetvmaze.com
  13. 13Lawrence: Blanche confessed who he really serves when he said of Trump ‘I’m his lawyer’share.snipd.com
  14. 14A Democratic Senate Majority Could Stop Trump’s Clownish Nominees,' Says Fmr. Sen. Sherrod Brown Spotify 20 (wWmTnLkCDE)amelica.org
  15. 15Lawrence: Blanche confessed who he really serves when he said of Trump ‘I’m his lawyer’ | Listen Noteslistennotes.com
  16. 16US News LIVE: Sherrod Brown Delivers Powerful Speech...youtube.com

2. Price Chart

Historical Price (Probability)

Outcome probability
Date

3. Significant Price Movements

Notable price changes detected in the chart, along with research into what caused each movement.

📉 August 19, 2026: 74.0pp drop

Price decreased from 75.0% to 1.0%

Outcome: Corrupt / Corruption

What happened: The primary driver of the 74.0 percentage point drop was the non-occurrence of Sherrod Brown's appearance on "The Last Word With Lawrence O'Donnell" on August 19, 2026 [1]. Since there is no public record of him appearing on the show on that date, the possibility of him making any statement, including "Corrupt / Corruption," on that specific program was eliminated [1]. There is no evidence from the provided web research of social media activity or traditional news leading to this price movement, nor any market structure factors [1][2][3][4][5][6][7][8][9]. Therefore, social media was irrelevant to this price movement.
Sources (9)
  1. 1The Last Word With Lawrence O'Donnell - Aug. 19youtube.com
  2. 2Sherrod Brown on Sen. Husted Voting for The "Big Beautiful Bill" | Video | C-SPAN.orgc-span.org
  3. 3Ohio U.S. Senate Candidate Sherrod Brown Speaks to Reporters With Sen. Kelly | Video | C-SPAN.orgc-span.org
  4. 4U.S. Senate Candidate Sherrod Brown Speaks to Reporters in New Philadelphia, Ohio | Video | C-SPAN.orgc-span.org
  5. 5Sherrod Brown on Max Miller "I Don't Really Want to Add to The Politics"c-span.org
  6. 6U.S. Senate Candidate Sherrod Brown Campaigns in Steubenville, Ohio | Video | C-SPAN.orgc-span.org
  7. 7Ohio Democratic U.S. Senate Candidate Sherrod Brown...c-span.org
  8. 8Sen. Husted "In My Race Against Sherrod Brown, I Actually Feel Sorry For Him"' | Video | C-SPAN.orgc-span.org
  9. 9User Clip: Sherrod Brown - We Don't Censor Free Speechc-span.org

4. Market Data

Contract Snapshot

For the market "What will Sherrod Brown say during The Last Word With Lawrence O’Donnell?" concerning specific terms like "Corrupt / Corruption," a "Yes" resolution occurs if Sherrod Brown uses that exact word or phrase during the broadcast. A "No" resolution is triggered if he does not say the specified word or phrase. The maximum payout date for this market is September 2, 2026, and no other special settlement conditions are specified in the provided content.

Market Discussion

There is no evidence in the provided sources of a scheduled or past appearance by Sherrod Brown on The Last Word With Lawrence O'Donnell on August 19, 2026 [1, 7-14]. Sherrod Brown, campaigning for the U.S. Senate in Ohio in 2026, currently focuses on criticizing his opponent Jon Husted's alignment with Donald Trump, addressing the cost of living, and attacking corporate corruption [1]. Discussions in prediction markets and on social media also center on his closely contested electoral prospects [1].

Sources (1)
  1. 1Sherrod Brown chances of ousting GOP's Jon Husted in Ohio Senate race—Polls | United Statesus.headtopics.com

5. Trader Dashboard

This scorecard was computed Aug 19, 2026 and may not reflect current market conditions.

Trust profile
Event quality2
Poor

6. What is the standard procedure for 'The Last Word' to announce guests, and does Sherrod Brown's public schedule for August 19, 2026 confirm an appearance?

Guest Announcement MethodVia show social media or live broadcast by Lawrence O'Donnell [1][2][3]
Guest Confirmation ProcessInternal confirmation by specialized booking production team [1][2][3]
Sherrod Brown August 19, 2026 AppearanceNo official confirmation or public schedule update [4][5]
Guest announcements for 'The Last Word with Lawrence O'Donnell' follow a structured internal process. A specialized booking production team is responsible for confirming guests through outreach, vetting, and managing logistical arrangements, such as coordinating virtual or studio appearances [1][2][3]. The show's guest appearances are typically announced either in advance via its social media channels or directly by Lawrence O'Donnell during the live broadcast [1][2][3].
There is no confirmed appearance for Sherrod Brown on August 19, 2026. There is no official confirmation or public schedule update indicating that Sherrod Brown is slated to appear on 'The Last Word with Lawrence O'Donnell' on that specific date [4][5]. Brown is actively campaigning as the 2026 Democratic Senate nominee for Ohio, having been unseated from his U.S. Senate seat in 2025 [6][4][5]. Any discussions in prediction markets regarding his commentary remain speculative, based on his ongoing 2026 campaign themes [6][4][5].
Sources (6)
  1. 1NBCUniversaltalentify.io
  2. 2Booking Producer, The Last Word With Lawrence O'Donnell Job - MSNBC - Remote/Virtual (EXPIRED) | ShowbizJobsshowbizjobs.com
  3. 3How to Reach Lawrence O’Donnell on MSNBC: The Definitive Guide to Contacting America’s Sharpest Political Analyst — Networth Spotv.maxthon.com
  4. 4The Last Word With Lawrence O'Donnell - Aug. 19youtube.com
  5. 5Trump-backed Bernie Moreno unseats Sherrod Brown in U.S....youtube.com
  6. 6‘The System Reeks’: For a Half-Century, His Populist Message Has Not Changed – DNYUZdnyuz.com

7. What recent developments in the 2026 Ohio Senate race could trigger a last-minute media appearance by Sherrod Brown?

Top Ohio Voter ConcernsInflation and economic anxiety (mid-August 2026 polling) [1][2][3]
2026 Senate Race StatusCompetitive, close contest against Jon Husted (August 2026) [4][5][6][7]
Frequent Media AppearancesThe Last Word With Lawrence O'Donnell (2026 cycle) [8][9][10][11]
Recent polling suggests Sherrod Brown may make a last-minute media appearance. Mid-August 2026 polling identified inflation and economic anxiety as the primary concerns for Ohio voters [1][2][3]. These findings reinforce Senator Sherrod Brown's consistent strategy of utilizing media appearances to deliver a populist economic message that directly addresses these critical voter issues [1][2][3].
Brown's competitive race influences his frequent media engagements. As of August 2026, the Ohio U.S. Senate special election remains a competitive race, with Sherrod Brown engaged in a close contest against his Republican opponent, Jon Husted [4][5][6][7]. Brown has also frequently used media appearances to underscore concerns among Ohioans regarding Husted's perceived alignment with President Donald Trump [1][2][3]. Throughout the 2026 cycle, Brown has been a regular guest on The Last Word With Lawrence O'Donnell, where he has discussed his Senate campaign and emphasized the importance of securing a Democratic majority in the Senate [8][9][10][11].
Sources (11)
  1. 1Ohio poll shows Sherrod Brown leading Jon Husted in Senate racecincinnati.com
  2. 2Sherrod Brown leads Husted by 8 as inflation tops Ohio Senate poll | Fox Newsfoxnews.com
  3. 3Ohio Senate Poll: Sherrod Brown Leads Jon Husted by 8 Points as Inflation Anxiety Grips Voterspolitical.org
  4. 42026 Ohio US Senate Forecastvotes.decisiondeskhq.com
  5. 5Election 2024 Senate Polls - Dave Leip's Atlas of U.S. Presidential Electionsuselectionatlas.org
  6. 62026 Ohio US Senate Forecastintegration-votes.decisiondeskhq.com
  7. 7Election 2024 Senate Polls - Dave Leip's Atlas of U.S. Presidential Electionsuselectionatlas.org
  8. 8A Democratic Senate majority could stop Trump’s clownish nominees,' says Fmr. Sen. Sherrod Brownms.now
  9. 9A Democratic Senate majority could stop Trump's clownish...youtube.com
  10. 10https://podscan.fm/podcasts/the-last-word-with-lawrence-odonnell/episodes/lawrence-the-tortured-soul-of-trumps-lying-amp-incompetent-treasury-secy-was-on-display-again-todaypodscan.fm
  11. 11Episode 86 - The Last Word with Lawrence O'Donnell 2026-05-05 | TVmazetvmaze.com

8. How do Sherrod Brown's and Jon Husted's platforms on 'Working Class' and 'Affordability' issues compare in the 2026 Senate race?

Sherrod Brown's Core PlatformEconomic populism and 'Dignity of Work' [1][2][3][4]
Jon Husted's Core PlatformFiscal conservatism and tax relief [5][6][7]
Husted's Proposed Tax ReliefNo tax on tips and overtime [5][6]
Sherrod Brown advocates economic populism, emphasizing workers' dignity and systemic reform. Brown's 2026 Senate platform centers on economic populism and the 'Dignity of Work,' aiming to reform an economic system he views as rigged against working families [1][2][3][4]. His policy agenda includes lowering prescription drug costs, addressing inflation, and safeguarding healthcare and worker pensions [1][3]. These long-standing, labor-centric principles are central to his campaign, often channeled through the Dignity of Work PAC [8][9].
Jon Husted prioritizes fiscal conservatism and tax relief for working families. In contrast, Jon Husted's 2026 platform highlights fiscal conservatism and tax relief, notably through the 'Working Families Tax Cut Act,' which proposes no taxes on tips and overtime [5][6]. Husted also aims to reduce costs through energy affordability, foster small business growth, and reform the poverty system via the 'Upward Mobility Act' [6]. His platform stresses fiscal responsibility, evidenced by his record of achieving balanced budgets with significant tax cuts designed to improve affordability for working families [7].
Sources (9)
  1. 1My Decision - by Sherrod Brown - Sherrod's Substacksherrodbrown.substack.com
  2. 2Sherrod Brown Hasn’t Changed - The Atlantictheatlantic.com
  3. 3Sherrod Brown Seeks Senate Comeback in Ohio, Hoping His Populist Pitch Still Resonates - NCIJ Networkncijnetwork.com
  4. 4Sherrod Brown’s first interview on 2026 Senate run: The ‘system got worse’ | NBC4 WCMH-TVnbc4i.com
  5. 5Ohio Republican Sen. Jon Husted files for re-election in 2026 race | Fox Newsfoxnews.com
  6. 62026 brings savings and tax cuts for working families - Senator Jon Hustedhusted.senate.gov
  7. 7United States Senate special election in Ohio, 2026ballotpedia.org
  8. 8BROWN, SHERROD - Candidate overview | FECfec.gov
  9. 9Sherrod Brownballotpedia.org

9. What public data sources track guest schedules for 'The Last Word', and what is their typical lead time for confirming talent?

Real-time guest schedule dataNot available publicly [1][2][3]
Guest confirmation timelineTight, daily deadlines [4][5]
Guest information releaseCloser to airtime via social media/MSNBC channels [1][2][3]
Public-facing guest schedules for 'The Last Word' are not available in real-time. Public-facing, real-time guest schedule data for 'The Last Word with Lawrence O'Donnell' does not exist [1][2][3]. Information about upcoming guests is generally released closer to airtime through the show's official social media accounts or MSNBC's promotional channels [1][2][3].
Guest confirmations operate on tight daily deadlines due to breaking news. Guest confirmations for 'The Last Word' are typically made under tight, daily deadlines, a process managed by booking producers [4][5]. This approach is necessary due to the show's focus on breaking news and rapidly changing current events, which prevents long-lead confirmation periods [4][5].
Prediction markets do not confirm 'The Last Word' guest appearances. Prediction markets, such as the one on Kalshi regarding specific guest statements, are speculative event contracts [6]. These markets reflect interest in potential future appearances or soundbites rather than indicating a confirmed, scheduled guest appearance [6].
Sources (6)
  1. 1The Last Word with Lawrence O'Donnell — TV Schedule | US TV Guideus-tv-guide.com
  2. 2The Last Word with Lawrence O'Donnell – All Episodes, Schedule & Info | TV Buzz Dailytheviewersguide.com
  3. 3The Last Word with Lawrence O'Donnell - TheTVDB.comthetvdb.com
  4. 4Yelda Altalef - Booking Producer, “The Last Word with...linkedin.com
  5. 5Booking Producer, The Last Word With Lawrence O'Donnell Job - MSNBC - Remote/Virtual (EXPIRED) | ShowbizJobsshowbizjobs.com
  6. 6What will Sherrod Brown say during The Last Word With...kalshi.com

10. What topics did Sherrod Brown emphasize during his previous appearances on 'The Last Word' in the 2026 election cycle?

Primary Win DateMay 5, 2026 [1][2][3][4][5][6][7][8][9]
Election Cycle2026 [1][2][3][4][5][6][7]
Senate Race OpponentJon Husted [1][2][3][4][5][6][7]
Sherrod Brown discussed key issues during 2026 'Last Word' appearances. During his appearances on 'The Last Word with Lawrence O'Donnell' in the 2026 election cycle, Sherrod Brown focused on his primary victory, the competitive U.S. Senate race, and the broader political implications of former President Trump's agenda. He also addressed national concerns such as the conflict in Iran [1][2][3][4][5][6][7]. His primary victory on May 5, 2026, secured his position as the Democratic nominee for the U.S. Senate in Ohio for the 2026 election cycle [1][2][3][4][5][6][7][8][9].
Brown analyzed the Senate race and Trump's political impact. He provided analysis on the competitive Senate race, specifically mentioning his opponent Jon Husted [1][2][3][4][5][6][7]. Brown also shared his perspectives on the political effects of former President Trump's policies and cabinet selections. Additionally, he engaged in commentary regarding significant national issues, including the conflict in Iran [1][2][3][4][5][6][7].
Sources (9)
  1. 1A Democratic Senate majority could stop Trump’s clownish nominees,' says Fmr. Sen. Sherrod Brownms.now
  2. 2Sherrod Brown wins Ohio Democratic Senate primaryms.now
  3. 3MS NOW's Lawrence O'Donnell talks to former Sen....facebook.com
  4. 4Lawrence: Trump's describing his so-called Iran deal the only way he knows how. With nonstop lying. | Listen Noteslistennotes.com
  5. 5Episode 101 - The Last Word with Lawrence O'Donnell 2026-05-28tvmaze.com
  6. 6Lawrence: Blanche confessed who he really serves when he said of Trump ‘I’m his lawyer’ | Listen Noteslistennotes.com
  7. 7Hegseth: Ceasefire ’not over’ as U.S., Iran exchange fire in Strait - The Last Word with Lawrence O’Donnell - Podcast Episode - Podscan.fmpodscan.fm
  8. 8BROWN, SHERROD - Candidate overviewfec.gov
  9. 92026 Ohio US Senate | Live Election Resultsvotes.decisiondeskhq.com

11. What Could Change the Odds

Key Catalysts

Market sentiment for Sherrod Brown is currently bullish, with betting markets favoring him to win the 2026 Ohio Senate race against incumbent Senator Jon Husted as of mid-August 2026 [1]. This shift is attributed to unfavorable polling for Husted and scrutiny regarding Husted's ties to FirstEnergy [2][3][1]. Brown is a candidate for the U.S. Senate in Ohio's 2026 special election, having lost his previous Senate seat in the 2024 general election [4][5].
Prediction markets such as Kalshi host speculative event contracts tied to specific phrases or topics Sherrod Brown might mention during future appearances on "The Last Word With Lawrence O'Donnell" [2]. Brown, a U.S. Senate candidate, frequently appears on "The Last Word" to discuss his campaign, national political issues, and critiques of opponents; recent appearances have focused on his 2026 Senate race against Jon Husted and strategies for a Democratic Senate majority [6][1][7]. However, as of August 19, 2026, no public evidence or scheduled appearance indicates Brown will be on "The Last Word With Lawrence O'Donnell"; his recent media activity consists of local campaign events in Ohio [8][9][10][11][12][13].

Key Dates & Catalysts

  • Expiration: September 02, 2026
  • Closes: September 02, 2026
Sources (13)
  1. 1Ohio Senate election odds: Brown now favored as Husted faces scrutinynews.kalshi.com
  2. 2What will Sherrod Brown say during The Last Word With...kalshi.com
  3. 3Politicians Odds & Predictions 2026kalshi.com
  4. 4Sherrod Brown | C-SPAN.orgc-span.org
  5. 5Top Senate Races To Watch In 2026:: GrabienNewsnews.grabien.com
  6. 6A Democratic Senate majority could stop Trump’s clownish nominees,' says Fmr. Sen. Sherrod Brownms.now
  7. 7A Democratic Senate majority could stop Trump's clownish...youtube.com
  8. 8U.S. Senate Candidate Sherrod Brown Speaks to Reporters in New Philadelphia, Ohio | Video | C-SPAN.orgc-span.org
  9. 9U.S. Senate Candidate Sherrod Brown Speaks to Reporters in Steubenville, Ohio | Video | C-SPAN.orgc-span.org
  10. 10Sherrod Brown on Sen. Husted Voting for The "Big Beautiful Bill" | Video | C-SPAN.orgc-span.org
  11. 11Sherrod Brown on Max Miller "I Don't Really Want to Add to The Politics"c-span.org
  12. 12U.S. Senate Candidate Sherrod Brown Campaigns in Steubenville, Ohio | Video | C-SPAN.orgc-span.org
  13. 13Ohio U.S. Senate Candidate Sherrod Brown Speaks to Reporters With Sen. Kelly | Video | C-SPAN.orgc-span.org

13. Related News

14. Historical Resolutions

Historical Resolutions: 20 markets in this series

Outcomes: 5 resolved YES, 15 resolved NO

Recent resolutions:

  • KXLASTWORDMENTION-26AUG11-TRUM: NO (Aug 12, 2026)
  • KXLASTWORDMENTION-26AUG11-REPU: NO (Aug 12, 2026)
  • KXLASTWORDMENTION-26AUG11-PIRR: YES (Aug 12, 2026)
  • KXLASTWORDMENTION-26AUG11-NQE: NO (Aug 12, 2026)
  • KXLASTWORDMENTION-26AUG11-IRAN: NO (Aug 12, 2026)