Open Model & Dataset Release Watch
Each run lists new, updated or retired open models and datasets in your domain, with license, size, access and benchmark comparisons to what you use.
Built for mL engineers and researchers tracking open releases they might adopt or compare against.
Why this work is hard
ML engineers and researchers tracking open releases they might adopt or compare against spend hours on this by hand: finding the right sources, reading them, checking them against each other and writing up what matters. The work is repetitive, it is easy to miss something, and nobody can show where a claim came from.
Open Model & Dataset Release Watch does that work as a GREP AI agent. It runs weekly and delivers each edition without you asking. Every run delivers a formatted brief, with every claim linked to its source.
What you get
What Open Model & Dataset Release Watch delivers
FAQ
What does Open Model & Dataset Release Watch need to run?
Open Model & Dataset Release Watch needs domain or task; models or datasets you rely on (one per line), artifact types to track (optional) and license or access requirements (optional) are optional.
How often does Open Model & Dataset Release Watch run?
It runs weekly and delivers each edition without you asking.
What does Open Model & Dataset Release Watch deliver?
Every run delivers a formatted brief, with every claim linked to its source.
Can I change what Open Model & Dataset Release Watch does?
Yes. Every GREP AI agent can be cloned into your workspace, where you can edit its instructions, add your own sources and files, and change its schedule.
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Citation Alert
Each run lists new papers citing your seed papers or authors, with abstract, venue, method, and exactly how they use the cited work.
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Dataset & Code Finder
You get a ranked table of datasets, code repositories and configs that fit your question or papers, with coverage, access, license, quality and activity notes.
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Patent & IP
You get patent research on a technology: new filings and grants, prior art, key claims and who holds what, for the companies you watch.
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Platform and Dependency Change Log
A weekly brief on breaking changes, deprecations, policy, pricing and license shifts in the platforms you rely on, each with the required action and deadline.
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Study Protocol Planner
You get a ready-to-run study protocol: design, sample size with its math, tasks or endpoints, timeline, bias risks, analysis plan and ethics checklist.
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Adoption Watch
Each run names new adopters, vendors, contracts, pilots and reported outcomes for your technology in your sector, with practical takeaways for your decisions.
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Run Open Model & Dataset Release Watch in minutes.
Free to start. Run it once, put it on a schedule, or clone it and make it yours.