AI & ML

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Aaron Golbin, co-founder and general partner at LvlUp Ventures.

What 25,000 Startup Applications Reveal About The New Rules Of Seed-Stage Startups

By Aaron Golbin Ten years ago, a seed-stage startup needed a product, a team and a pitch deck to raise capital. Today, that’s just the start. Technology and strategy have become inseparable, each fueling the other, and the rules that once defined success have quietly shifted under everyone’s feet. Last month, my firm reviewed more

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Deep Cognition at WESCCON 2025

“The human is in charge; AI is the assist.” This quote from John Pennypacker, Senior Vice President at Deep Cognition, perfectly captures Deep Cognition’s vision for the future of customs automation and brokerage.  For years, “WESCCON” has been the premier hub for customs brokers and freight forwarders across the Pacific Coast, drawing industry leaders to

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Dell, VCF, and Azure: A Hybrid Cloud Operating Model

TL;DR Hybrid cloud operations become fragile when teams connect products without agreeing which system owns each decision. Coordinate Dell infrastructure, VMware Cloud Foundation, and Azure services through explicit workload placement, identity, telemetry, lifecycle, and recovery responsibilities. The infinity-ring illustration represents the desired operating loop; the architecture still depends on supported integrations and local authority. The

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