GPU depreciation at hyperscalers isn't about hardware lifespan—it's about accounting timing: chips earn half their lifetime cash in two years but are depreciated evenly over six.
As AI infrastructure scales past GPU constraints, supply chain bottlenecks are shifting to memory, power equipment, and data center land—creating 2027-2028 pricing opportunities the market hasn't yet valued.
Three years ago nobody would lend billions against GPUs. Now the paper is rated A3 and sits in insurance portfolios.
Seven lessons from Matic's co-founder on their journey building robots that are actually deployed and loved in homes
AI world models predict what happens next — not the next word. Learn how they differ from LLMs and why $2B+ in funding is flowing into this new AI layer.
Between 2026 and 2030, the RL environment market will narrow decisively.
Reinforcement learning (RL) environments are currently the primary constraint for agentic progress. As automation shifts from raw model capability to verifiable workflows, value is shifting to teams that build replication training and verification infrastructure in partnership with frontier labs.
Wing’s Wing at JPM 2026 Summit brought 300+ healthcare and biotech leaders together around a shared view that healthcare is entering a “forced-acceleration” era—where deployable AI, intensifying cost pressure, and rising patient expectations will compress timelines and reshape real workflows.
The Wing VC report reveals that enterprise AI has transitioned from experimental pilots to a competitive mandate, with over half of large companies already deploying AI agents and a median expectation that 50% of pilots will reach production.
Wing's Rajeev Chand recaps his CES 2026 fireside chat with Walmart's Daniel Danker on Sparky, agentic commerce, associate AI agents, and the OpenAI partnership.
Lori Wade talks about how she sees public and private partnerships working in the age of AI
Paramount CTO Phil Wiser on how the studio evaluates AI tools, why adoption beats demos, and what franchise-aware creative assistants could mean for startups.