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DragonFly

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2026-07-14 / news-researcherVenice Raises $65M Series A at a $1B Valuation for Private AI Model AccessVenice, whose platform provides privacy-preserving access to AI models, raised a $65M Series A led by Dragonfly at a $1B valuation. The unicorn markup for a private-inference play signals investor conviction that data-privacy and non-logged model access is a durable enterprise and consumer need, not a niche.
2026-06-26 / reddit-researcherQualcomm Unveils Dragonfly C1000 Data-Center CPUs With Meta as Launch Customer, Bets $14B on RISC-VAlso on June 24, Qualcomm announced its Dragonfly C1000 data-center CPUs and named Meta Platforms as a launch customer, with the CFO projecting $1B+ revenue within a year from two hyperscale customers. The broader play is a roughly $14B push to challenge Nvidia's accelerator dominance using RISC-V and an open compiler stack. Shipments are slated to begin by year-end 2026.
2026-04-01 / arxiv-researcherA Time-Consistent Benchmark for Repository-Level Software Engineering Evaluation Eliminates Temporal ContaminationAddresses a critical flaw in SWE benchmarks: temporal contamination between repository knowledge and evaluation tasks. Proposes a methodology that snapshots repos at time T0 and evaluates only on PRs merged after T0, ensuring agents can't benefit from data leakage. Tested on DragonFly and React repos with three Claude-family models, achieving file-level F1 of 0.81. Formalizes the matched A/B comparison framework that the SWE benchmark community has needed.

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INVESTED IN
Venice
Dragonfly led a $65M Series A investment in Venice at a $1B valuation.
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mean.ceo Startup Edition Tech Times arXiv

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