StereoTales: A Multilingual Framework for Open-Ended Stereotype Discovery in LLMs

StereoTales: A Multilingual Framework for Open-Ended Stereotype Discovery in LLMs | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/stereotales-a-multilingual-framework-for-open-ended-stereotype-discovery-in-llms

stale

Proof freshness: fresh
Proof status: unverified
Display score: 7/10
Last proof check: 2026-05-12
Score updated: 2026-05-12
Score fresh until: 2026-06-11
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 stereotales-a-multilingual-framework-for-open-ended-stereotype-discovery-in-llms | Route /signal-canvas/stereotales-a-multilingual-framework-for-open-ended-stereotype-discovery-in-llms

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/stereotales-a-multilingual-framework-for-open-ended-stereotype-discovery-in-llms

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: StereoTales: A Multilingual Framework for Open-Ended Stereotype Discovery in LLMs

PDF: https://arxiv.org/pdf/2605.10442v1

Source count: Pending verification

Coverage: 0%

Last proof check: 2026-05-12T20:15:23.286Z

Signal Canvas receipt window

Watch and verify: StereoTales: A Multilingual Framework for Open-Ended Stereotype Discovery in LLMs

/buildability/stereotales-a-multilingual-framework-for-open-ended-stereotype-discovery-in-llms

Watchwatch

Subject: StereoTales: A Multilingual Framework for Open-Ended Stereotype Discovery in LLMs

Verdict

Watch

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

StereoTales: A Multilingual Framework for Open-Ended Stereotype Discovery in LLMs

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