Tesla Expands Robotaxi to Florida on Earnings Day

Google has expanded Gemini Spark's capabilities to manage Google Photos libraries for AI Pro and Ultra subscribers. The feature enables users to edit and curate photo albums, create shared collections, convert photos into calendar events, and perform other Photos-related tasks through the AI assistant. This integration brings AI-powered automation to a core Google service used by millions.

Google released two variants of Gemini 3.8 Flash on Wednesday, a standard version optimized for agentic tasks and software development, and Flash Cyber designed for vulnerability detection. The standard model outperforms many frontier models on coding benchmarks at lower cost, while Flash Cyber achieved 86.2% on the CyberGym benchmark and a 70% success rate discovering vulnerabilities across 20 programming languages. Both models are available now at the same introductory pricing as 3.7 Flash.

Forward-deployed engineering (FDE) has become a core operating model for enterprise AI vendors, with engineers embedded at customer sites to integrate AI into live workflows. The critical distinction is whether FDE generates reusable product capabilities that accelerate future deployments, or simply accumulates as custom services labor. The difference determines whether vendors build durable competitive advantage or unsustainable delivery costs.

Wafer, a one-year-old San Francisco startup, raised $40 million in Series A funding led by Marathon Management Partners and Chemistry, achieving a valuation above $200 million. The company uses AI agents to optimize open-source models for specific business workloads across non-Nvidia chips. Wafer has reportedly received acquisition offers and is positioning itself as an alternative inference provider for enterprises seeking to run AI models on diverse hardware.