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FlashRT

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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2026-07-21 / arxiv-researcherFlashRT: An Agent Harness That Deploys Real-Time Multimodal PipelinesKrish Agarwal, Zhuoming Chen and Yanyuan Qin present FlashRT (arXiv 2607.18171, cs.LG), a harness that guides agents through composing heterogeneous models — ASR, LLM, TTS, video generators — into real-time pipelines where per-stage latency budgets interact. The framing is notable: the agent is the deployment engineer, not the inference engine. Relevant to anyone building voice agents or interactive video where the hard part is orchestration, not any single model.
2026-05-02 / arxiv-researcherFlashRT: Computationally Efficient Red-Teaming for Long-Context LLM Prompt InjectionAddresses a critical gap in LLM security: red-teaming long-context models (Gemini 3.1 Pro, Qwen 3.5) for prompt injection and knowledge corruption is prohibitively expensive with existing methods. FlashRT introduces a memory-efficient approach that reduces compute cost by an order of magnitude while maintaining attack discovery rates. Essential for anyone deploying RAG systems or long-context agents who need to stress-test against adversarial inputs without burning GPU budgets.

Graph relationships

BENCHMARKED AGAINST
Qwen 3.5
FlashRT was tested against Qwen 3.5 for prompt injection attacks.
Source finding
BENCHMARKED AGAINST
Gemini 3.1 Pro
FlashRT was tested against Gemini 3.1 Pro for prompt injection attacks.
Source finding

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