TV Ad Technology Vendor Profile: TiVo -- According to Forrester Research, TiVo's digital video recorders are popular, in part because they allow consumers to skip commercials easily. But even as its users gnaw away at television's traditional business model, TiVo offers advertisers an alternative. Behind its network of consumer devices, TiVo has deployed an advertising system that is based on voluntary viewing of long-form video advertisements. Today, the system has a limited reach of approximately 3 million subscribers and, unlike the vendors of most other ad systems, TiVo sells its own inventory. Both the reach and the sales model for these ads are likely to change in light of TiVo's recently announced deal with Comcast.
Embodied AI is shifting industrial robotics from precise to perceptive — from rigid automation to adaptive execution in messy, variable production environments. For manufacturers and logistics providers, this isn't just a technology upgrade; it's a structural change in how work gets organized and business value gets created. Industrial robots have long excelled in static workflows: automotive assembly, fixed production lines, repetitive tasks. Where variability or human interaction arose, they stalled or required prohibitive engineering. Embodied AI Market Development Embodied AI changes this by closing the "sim-to-real" gap. According to the latest worldwide market study by ABI Research, AI-augmented robots have reached genuine adaptive automation with tangible ROI for early adopters. The shift rests on robust algorithms — particularly Dynamic Policy Adjustment and robotics foundation models — that learn and adapt in real time rather than following hard-coded rules. ...