Vintix II: Decision Pre-Trained Transformer is a Scalable In-Context Reinforcement Learner

Vintix II: Decision Pre-Trained Transformer is a Scalable In-Context Reinforcement Learner | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/vintix-ii-decision-pre-trained-transformer-is-a-scalable-in-context-reinforcement-learner

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Proof freshness: unknown
Proof status: unverified
Display score: 7/10
Last proof check: 2026-04-08
Score updated: 2026-04-08
Score fresh until: 2026-05-08
References: 0
Source count: 0
Coverage: 0%

This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.

Agent Handoff

Canonical ID vintix-ii-decision-pre-trained-transformer-is-a-scalable-in-context-reinforcement-learner | Route /signal-canvas/vintix-ii-decision-pre-trained-transformer-is-a-scalable-in-context-reinforcement-learner

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curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/vintix-ii-decision-pre-trained-transformer-is-a-scalable-in-context-reinforcement-learner

MCP example

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source_context

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Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Vintix II: Decision Pre-Trained Transformer is a Scalable In-Context Reinforcement Learner

PDF: https://arxiv.org/pdf/2604.05112v1

Source count: Pending verification

Coverage: 0%

Last proof check: 2026-04-08T05:53:56.614Z

Signal Canvas receipt window

Watch and verify: Vintix II: Decision Pre-Trained Transformer is a Scalable In-Context Reinforcement Learner

/buildability/vintix-ii-decision-pre-trained-transformer-is-a-scalable-in-context-reinforcement-learner

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Subject: Vintix II: Decision Pre-Trained Transformer is a Scalable In-Context Reinforcement Learner

Verdict

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Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.

Vintix II: Decision Pre-Trained Transformer is a Scalable In-Context Reinforcement Learner

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