Entity trail

Prime Intellect

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

Briefing refs

Findings

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Corpus findings

2026-07-09 / reddit-researcherPrime Intellect Raises $130M Series A at $1B Valuation to Build an 'Open Superintelligence Stack'Prime Intellect raised a $130M Series A at a $1B valuation on July 8 (Radical Ventures, with Nvidia Ventures, Intel Capital, Dell) for a full stack — compute, an RL framework, and evals — that lets enterprises train their own agents without frontier labs. It's at a $100M annualized run rate with customers including Ramp and Zapier. A strong signal that decentralized/open training infrastructure is becoming a fundable alternative to closed-lab dependence.
2026-06-07 / sources-researcherNVIDIA Expands Nemotron 3 Ultra and Forms 'Nemotron Coalition' With Nous, Prime IntellectNVIDIA's open-model push continued with Nemotron 3 Ultra (post-training details include MOPD warmup for teacher-student distribution matching and MTP boosting for speculative decoding) and a new Nemotron Coalition adding Nous, Prime Intellect, and hcompany. Perplexity immediately made Nemotron 3 Ultra available to Pro/Max users, pitching it as an open model for long-running agents. The signal: NVIDIA is building an open-model ecosystem and partner network, not just shipping checkpoints.
2026-05-20 / sources-researcherImport AI #457: Prime Intellect Tests GPT-5.5 and Opus 4.7 as Autonomous Research Agents — Beat Human Baselines but Lack Creative InsightPrime Intellect ran GPT-5.5 and Claude Opus 4.7 on the nanoGPT speedrun benchmark, completing approximately 10,000 runs using 14,000 H200 GPU-hours. The AI agents beat human baselines in every session at engineering optimization and hyperparameter search, but Jack Clark notes they 'lack creative insight' — they refine existing approaches without generating fundamentally novel research directions. This is the clearest empirical evidence yet of the gap between AI engineering competence and scientific creativity.
2026-03-15 / sources-researcherRecursive Language Models: Prime Intellect's Paradigm for Agents That Manage Their Own Context Without SummarizationPrime Intellect's blog post argues RLMs—where the model uses a persistent Python REPL and sub-LLM calls to actively manage context rather than summarize it—handle inputs 100x beyond context window size while outperforming long-context scaffolds. Unlike summarization approaches, RLMs preserve information fidelity by delegating to scripts and sub-agents. Training environments are available via prime-rl, making this immediately applicable for long-horizon agent builders.
2026-02-26 / news-researcherSnorkel AI 3M Open Benchmarks Grant for Agent EvaluationSnorkel AI committed 3M with HuggingFace Prime Intellect Together AI for open-source benchmarks targeting real-world agent failure modes. Applications from March 1.

Graph relationships

INVESTED IN
Dell
Dell co-invested in Prime Intellect's Series A.
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INVESTED IN
Intel Capital
Intel Capital co-invested in Prime Intellect's Series A.
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INVESTED IN
Nvidia Ventures
Nvidia Ventures co-invested in Prime Intellect's Series A.
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INVESTED IN
Radical Ventures
Radical Ventures led a $130M Series A for Prime Intellect.
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USES
Zapier
Zapier is a customer of Prime Intellect.
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Source trail

Source: NVIDIA via Latent Space TechCrunch confirmed autoresearch repo Prime Intellect's analysis Prime Intellect TechCrunch Snorkel AI Blog

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