The Pensieve Paradigm: Stateful Language Models Mastering Their Own Context | ScienceToStartup | ScienceToStartup

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References (14)

[1]

Scaling Long-Horizon LLM Agent via Context-Folding

2025Weiwei Sun, Miao Lu et al.

[2]

BrowseComp-Plus: A More Fair and Transparent Evaluation Benchmark of Deep-Research Agent

2025Zijian Chen, Xueguang Ma et al.

[3]

MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent

Founder's Pitch

"StateLM transforms language models into state-aware agents capable of managing their own context and memory."

Stateful Language Models•Score: 6•View PDF ↗

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The Pensieve Paradigm: Stateful Language Models Mastering Their Own Context

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References (14)

Founder's Pitch

"StateLM transforms language models into state-aware agents capable of managing their own context and memory."

Commercial Viability Breakdown

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Why It Matters

Product Angle

Disruption

Product Opportunity

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The Pensieve Paradigm: Stateful Language Models Mastering Their Own Context

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References (14)

Founder's Pitch

"StateLM transforms language models into state-aware agents capable of managing their own context and memory."

Commercial Viability Breakdown

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