Snorkel AI vs Claude
Side-by-side trajectory, velocity, and editorial themes.
Snorkel's feed is an AI-evaluation research blog, not a product changelog
The entries are Snorkel AI's research-and-events blog: a Grok 4.5 evaluation on its GDPval+ dataset, reading-group and Benchtalks writeups, and talks on agentic evaluation. The throughline is measurement, benchmarking agents and frontier models, delivered as content rather than shipped product.
Snorkel is planting a flag as the authority on evaluating agents and frontier models, repeatedly arguing that measurement now lags model capability. That editorial bet aligns with its data-and-evaluation products, but this feed surfaces thought leadership and benchmark research rather than releases.
Expect more model-evaluation results, with the Grok 4.5 post as a template, and further benchmark collaborations. Product releases are not visible in this feed to forecast from.
Sonnet 5 and cross-device Cowork push Claude from chat toward always-on agent
Claude's changelog centers on two moves: the Sonnet 5 launch, its most agentic Sonnet model, and Cowork going cross-device with remotely-run sessions that persist across web, desktop, and mobile. Around them is a thick layer of enterprise administration (model entitlements, custom admin roles, Trusted Devices for remote Code control) and connector depth, most notably write access for the Microsoft 365 connector. Consumer touches like a monthly recap and break reminders round out the window.
Claude is moving from a chat product toward an always-on work surface: sessions that keep running with no device online, scheduled tasks, and agents that can act inside Microsoft 365 and Slack rather than just read. The parallel investment in enterprise controls signals a deliberate push to make that agentic surface safe to deploy at organization scale.
Expect Cowork's cross-device rollout to widen past the Max plan and more connectors to gain write tools, extending Claude's reach from answering questions to taking actions across the tools teams already use.
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