From Context to Skills: Can Language Models Learn from Context Skillfully?

From Context to Skills: Can Language Models Learn from Context Skillfully? | Signal Canvas | ScienceToStartup

Page Freshness

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Canonical route: /signal-canvas/from-context-to-skills-can-language-models-learn-from-context-skillfully

stale

Proof freshness: stale
Proof status: unverified
Display score: 4/10
Last proof check: 2026-05-01
Score updated: 2026-05-01
Score fresh until: 2026-05-31
References: 0
Source count: 4
Coverage: 67%

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 from-context-to-skills-can-language-models-learn-from-context-skillfully | Route /signal-canvas/from-context-to-skills-can-language-models-learn-from-context-skillfully

REST example

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MCP example

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source_context

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Evidence Receipt

Route status: building

Claims: 1

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: From Context to Skills: Can Language Models Learn from Context Skillfully?

PDF: https://arxiv.org/pdf/2604.27660v1

Repository: https://github.com/goodfeli/dlbook_notation

Source count: 4

Coverage: 67%

Last proof check: 2026-05-01T15:05:41.411Z

Signal Canvas receipt window

Not build-ready: From Context to Skills: Can Language Models Learn from Context Skillfully?

/buildability/from-context-to-skills-can-language-models-learn-from-context-skillfully