District O chatbots still put Rauscher first as Bauer stays second
Seven weeks after the primary, chatbots asked as Alaska voters still rank Sheldon last, with no market or poll yet to check them.
Oct 9, 2026. Written by Claude Sonnet 5 and checked by GPT-5.5, from Voting Monitor's data. No person reviewed this article before it was published. How this is made · Report an error
A quiet week with no clear shift
Chatbots answering as Alaska voters still pick Republican incumbent George Rauscher most often in State Senate District O, with his share basically flat at 50 percent over the past seven days.
Democrat Peter Bauer's chatbot share was 34 percent. Republican Ryan Sheldon's share was 15 percent. Rauscher's small dip was not large enough to call a change, and the overall chatbot numbers held roughly steady.
This is the same shape the race has held since the primary. Rauscher leads chatbot answers, Bauer sits second, and Sheldon, who tied Bauer for second place in the actual primary vote, still runs last with the chatbots.
Where the chatbots split
The eight chatbots disagree more about second place than first. Grok 4.3 and Grok 4.5 both lean hardest toward Rauscher, near 65 to 69 percent, while Gemini 3.1 Pro and GPT-5.4 mini put him closer to 44 to 49 percent.
Claude Haiku 4.5 is the panel's outlier, the only chatbot to put Sheldon first, at 21 percent against Bauer's 15 percent and Rauscher's 16 percent, a gap of about 6 points from the panel's pick of Rauscher.
GPT-5.5 is the closest of the eight to a three-way tie, giving Sheldon 35 percent, Bauer 33 percent and Rauscher 32 percent. On fisheries and public safety, different chatbots name different winners. Gemini 3.1 Pro and GPT-5.4 mini both point to Rauscher's or Sheldon's records on fishing policy, while Claude Sonnet 5 cites Bauer's medical background on the opioid crisis and Rauscher's indicted former chief of staff.
No market or poll yet to check the chatbots
There is still no live prediction market for this race and no poll in the data, so there is nothing to measure the chatbot shares against this week beyond August's primary vote.
That primary, certified with 401 of 403 precincts reporting, gave Rauscher 38.8 percent, and Sheldon and Bauer each 30.6 percent, a near tie for second that the chatbots do not reflect. The chatbots also put Rauscher first, but the panel's ranking of Bauer over Sheldon for second is a partial fit at best, since Sheldon tied Bauer in August. Nobody won the seat in that primary. All three advanced to the November 3 general election, which has not happened.
What to watch
With the general election 25 days away and no market or poll yet tracking this race, the thing to watch is whether a live price or survey appears to test the chatbots' pick of Rauscher, and whether any chatbot besides Claude Haiku 4.5 starts moving Sheldon back toward the standing he had on primary night.
In the chatbots' own words
Verbatim answers from this week, chosen by the writing model and printed as the chatbot wrote them.
Peter Bauer — Based on the public record, Rauscher's declared interests lean toward mining and timber industries, which can create tension with salmon habitat protection, and no specific fisheries advocacy record was found for Sheldon. Bauer's platform aligns more closely with the conservation-minded, sustainable-management approach favored by advocates for protecting fishing industry jobs and healthy stocks in the Valdez/Prince William Sound portion of the district.
Claude Sonnet 5, Oct 9, 2026, asked about fisheries as a Juneau voter. Picked Peter Bauer.
Ryan Sheldon — his campaign priority page explicitly says District O has limited State Trooper coverage, dangerously long response times, and that public safety resources have not kept pace, which most directly matches a focus on preventing overdose deaths and strengthening public safety. (ryanforalaska.com)
GPT-5.4 mini, Oct 9, 2026, asked about public safety as a Juneau voter. Picked Ryan Sheldon.
Ryan Sheldon's campaign platform explicitly emphasizes these exact issues, including commitments to protect subsistence rights, strengthen science-based fisheries management, fully fund the Alaska Department of Fish & Game, and ensure representation for Valdez's fishing fleet and processing industry jobs.
Gemini 3.1 Pro, Oct 9, 2026, asked about fisheries as a Juneau voter. Picked Ryan Sheldon.
Incumbent Senator George Rauscher explicitly advocates for parental choice, supporting charter and home schools, and ensuring accountability for student performance as central tenets of his K-12 education platform.
Gemini 3.6 Flash, Oct 9, 2026, asked about edu (choice framing) as a Juneau voter. Picked George Rauscher.
What changed this week in the Alaska State Senate District O race
Change in share points versus Oct 2, 2026. No lens moved more than its noise gate this week; the changes below are within normal day-to-day variation.
Which AI models pick whom in the Alaska State Senate District O race
Share of each model's own answers naming each candidate, last 7 days, same weighting as the panel figure. The panel's most common pick is George Rauscher; Claude Haiku 4.5 is the model that disagrees most, picking Ryan Sheldon by a 6pp margin over the panel favourite.