Progressive Video Condensation with MLLM Agent for Long-form Video Understanding explores An agent that progressively condenses long videos into keyframes for efficient multimodal LLM reasoning, achieving state-of-the-art accuracy with reduced computational cost.. Commercial viability score: 5/10 in Video Understanding.
Use This Via API or MCP
This route is the stable paper-level surface for citations, viability, references, and downstream handoffs. Use it as the proof layer behind Signal Canvas, workspace creation, and launch-pack generation.
Page Freshness
Canonical route: /paper/progressive-video-condensation-with-mllm-agent-for-long-form-video-understanding
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 progressive-video-condensation-with-mllm-agent-for-long-form-video-understanding | Route /paper/progressive-video-condensation-with-mllm-agent-for-long-form-video-understanding
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/progressive-video-condensation-with-mllm-agent-for-long-form-video-understandingMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.02891"
}
}source_context
{
"surface": "paper",
"mode": "paper",
"query": "Progressive Video Condensation with MLLM Agent for Long-form Video Understanding",
"normalized_query": "2604.02891",
"route": "/paper/progressive-video-condensation-with-mllm-agent-for-long-form-video-understanding",
"paper_ref": "progressive-video-condensation-with-mllm-agent-for-long-form-video-understanding",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Constellation, claims, and market context stay visible on the paper proof page even when commercialization rails are held back for incomplete proof receipts.
Research neighborhood
Interactive graph renders after load.
Preparing verified analysis
Dimensions overall score 5.0
No public claim map is available for this paper yet.
No public competitor map is available for this paper yet.
Owned Distribution
Get the weekly shortlist of commercializable papers, benchmark movers, and proof receipts that matter for product execution.
References are not available from the internal index yet.