interaction-patterns

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#interaction-patterns

@MaximeRivest: You probably don't need to know that but: It is possible to draw programatically on the remarkable at the same time as …

X AI KOLs Following · 2026-07-06 Cached

It is possible to draw programmatically on the reMarkable tablet simultaneously with pen input capture, enabling new interaction patterns.

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#interaction-patterns

@FinanceYF5: Andrej Karpathy on Claude Tag: This is the third paradigm shift in LLM interactions. First generation: LLM is a website, you visit it. Second generation: LLM is an app, you download it to your computer. Third generation: LLM is a team member, persistent, asynchronous, sharing tools and context of the entire organization…

X AI KOLs Following · 2026-06-24 Cached

Andrej Karpathy commented that Claude Tag represents the third paradigm shift in LLM interaction: from website, app to a persistent, asynchronous team member, and emphasized that this shift is effective and powerful.

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#interaction-patterns

Beyond Domains: Reusing Web Skills via Transferable Interaction Patterns

arXiv cs.AI · 2026-06-17 Cached

This paper introduces SkillMigrator, an agent that learns reusable web skills as transferable interaction patterns (TIPs) and transfers them across websites by matching layout structure, reducing LLM action counts by 8-10% on benchmarks.

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#interaction-patterns

Cross-LLM Consistency in Inference: Evidence from Shared Interactions

arXiv cs.AI · 2026-06-09 Cached

This paper investigates whether different LLMs share common inference patterns when predicting the same token, using interaction-based explanations. Results show that advanced LLMs exhibit consistent interaction patterns, suggesting implicit optimization toward shared inference mechanisms.

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