Machine Learning

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Modal Slashes GPU Cold Start Times From 2,000 to 50 Seconds With Serverless Inference Breakthrough

Modal Slashes GPU Cold Start Times From 2,000 to 50 Seconds With Serverless Inference Breakthrough

May 13, 2026
Modal

Modal slashes GPU cold start times from over 2,000 seconds to just 50 seconds using a breakthrough combination of cloud-buffered idle GPUs, lazy-loading filesystems, CPU memory snapshotting, and CUDA checkpoint/restore, delivering 4-10x faster serverless inference for LLM workloads across hundreds of organizations.

Celonis Launches Real-Time Digital Twin of Business Operations and Acquires MIT-Founded AI Firm to Power Smarter Enterprise Decision-Making

Celonis Launches Real-Time Digital Twin of Business Operations and Acquires MIT-Founded AI Firm to Power Smarter Enterprise Decision-Making

May 13, 2026
The Deep View

Celonis launches a real-time digital twin of business operations called the Celonis Context Model and acquires MIT-founded AI firm Ikigai Labs, combining live operational data with predictive AI to help enterprises like AstraZeneca and Mercedes make smarter, faster decisions.

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