proof blockPage 368%
This equation captures one of the core mathematical components of the system. prompts in a prompt style for a given task (where p = 10).
Page and bbox are available; crop image is pending.
Shared Lexical Task Representations Explain Behavioral Variability In LLMs explores Identifies shared 'lexical task heads' in LLMs that explain prompt sensitivity and behavioral variability across different prompting styles.. Commercial viability score: 7/10 in LLM Interpretability.
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Page Freshness
Canonical route: /paper/shared-lexical-task-representations-explain-behavioral-variability-in-llms
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
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Canonical ID shared-lexical-task-representations-explain-behavioral-variability-in-llms | Route /paper/shared-lexical-task-representations-explain-behavioral-variability-in-llms
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/shared-lexical-task-representations-explain-behavioral-variability-in-llmsMCP example
{
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"arxiv_id": "2604.22027"
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"paper_ref": "shared-lexical-task-representations-explain-behavioral-variability-in-llms",
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}Paper proof page receipt window
/buildability/shared-lexical-task-representations-explain-behavioral-variability-in-llms
Subject: Shared Lexical Task Representations Explain Behavioral Variability In LLMs
Verdict
Build Now
Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.
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Insufficient data
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Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Receipt path
/buildability/shared-lexical-task-representations-explain-behavioral-variability-in-llms
Paper ref
shared-lexical-task-representations-explain-behavioral-variability-in-llms
arXiv id
2604.22027
Generated at
2026-04-27T20:16:29.134Z
Evidence freshness
fresh
Last verification
2026-04-27T20:16:29.134Z
Sources
4
References
0
Coverage
67%
Lineage hash
db98a8727a87d2c1ad018c94d46d8e47695d2e6aac3ef22bbd8e253bbe9065fa
Canonical opportunity-kernel lineage hash.
External signature
unsigned_external
No founder, registry, pilot, or production-adoption signature is attached to this receipt.
Verification
not_verified
Verification is blocked until an external signature is provided.
Pending verification refs / 4 sources / Verification pending
references
proof_status
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Dimensions overall score 7.0
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This equation captures one of the core mathematical components of the system. prompts in a prompt style for a given task (where p = 10).
Page and bbox are available; crop image is pending.
This equation captures one of the core mathematical components of the system. of task-descriptive terms (where n = 1 and k = 10). See
Page and bbox are available; crop image is pending.
This equation captures one of the core mathematical components of the system. Formally, for each task t ∈T in a set of tasks T, we can do reference runs where we sample a prompt pt
Page and bbox are available; crop image is pending.
No public competitor map is available for this paper yet.
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