JumpLoRA: Sparse Adapters for Continual Learning in Large Language Models | ScienceToStartup

JumpLoRA: Sparse Adapters for Continual Learning in Large Language Models | ScienceToStartup

Freshness

Paper proof surface

Canonical route: /paper/jumplora-sparse-adapters-for-continual-learning-in-large-language-models

building

Observed: 2026-04-20
Fresh until: 2026-05-04
Coverage: 50%
Source count: 4
Stale after: 2026-05-04

Verification is still converging across references, source coverage, and proof checks.

Proof Quality

One canonical proof ledger now drives the badge, counts, indexing, and commercialization gating.

Verification pending

Last verified: 2026-04-20
References: 0
Sources: 4
Coverage: 50%

Commercialization rails stay hidden until proof clears: proof_status, references_count.

Search indexing stays off until proof clears: proof_status, references_count.

Agent Handoff

JumpLoRA: Sparse Adapters for Continual Learning in Large Language Models

Canonical ID jumplora-sparse-adapters-for-continual-learning-in-large-language-models | Route /paper/jumplora-sparse-adapters-for-continual-learning-in-large-language-models

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/paper/jumplora-sparse-adapters-for-continual-learning-in-large-language-models

MCP example

{
  "tool": "get_paper",
  "arguments": {
    "arxiv_id": "2604.16171"
  }
}

source_context

{
  "surface": "paper",
  "mode": "paper",
  "query": "JumpLoRA: Sparse Adapters for Continual Learning in Large Language Models",
  "normalized_query": "2604.16171",
  "route": "/paper/jumplora-sparse-adapters-for-continual-learning-in-large-language-models",
  "paper_ref": "jumplora-sparse-adapters-for-continual-learning-in-large-language-models",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}