SUPERNOVA: Eliciting General Reasoning in LLMs with Reinforcement Learning on Natural Instructions

SUPERNOVA: Eliciting General Reasoning in LLMs with Reinforcement Learning on Natural Instructions | Signal Canvas | ScienceToStartup

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Canonical route: /signal-canvas/supernova-eliciting-general-reasoning-in-llms-with-reinforcement-learning-on-natural-instructions

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-04-10
Score updated: 2026-04-10
Score fresh until: 2026-05-10
References: 0
Source count: 4
Coverage: 83%

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 supernova-eliciting-general-reasoning-in-llms-with-reinforcement-learning-on-natural-instructions | Route /signal-canvas/supernova-eliciting-general-reasoning-in-llms-with-reinforcement-learning-on-natural-instructions

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/supernova-eliciting-general-reasoning-in-llms-with-reinforcement-learning-on-natural-instructions

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: SUPERNOVA: Eliciting General Reasoning in LLMs with Reinforcement Learning on Natural Instructions

PDF: https://arxiv.org/pdf/2604.08477v1

Repository: https://github.com/asuvarna31/supernova

Source count: 4

Coverage: 83%

Last proof check: 2026-04-10T20:18:25.155Z

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Ready for execution: SUPERNOVA: Eliciting General Reasoning in LLMs with Reinforcement Learning on Natural Instructions

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Subject: SUPERNOVA: Eliciting General Reasoning in LLMs with Reinforcement Learning on Natural Instructions

Verdict

SUPERNOVA: Eliciting General Reasoning in LLMs with Reinforcement Learning on Natural Instructions

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