tag: Imagination

AI Data Centers And Auto Industry Converge On Same Issues
By Liz Allan - 02 Jul, 2026 - Comments: 0

Key Takeaways:   AI data centers need power from a range of sources, including batteries, to safeguard against blackouts, transient voltage spikes, and grid demand spikes.  As with regenerative braking and bidirectional charging in electric vehicles, data centers could feed power or heat back into the grid for public use, but the immediate goal is to disrupt the grid as little as pos... » read more

Defending Against AI-Enabled Data Fusion
By Ann Mutschler - 02 Jul, 2026 - Comments: 0

Key Takeaways:  By fusing vast amounts of white-, gray-, and black-market data, attackers can build a digital twin of a person and their environment, making targeted attacks far easier.  The intersection of AI and cybersecurity is the data itself. Trustworthy fusion depends on authenticated, integrity‑checked inputs and verifiable, attributable AI outputs.   Defending a... » read more

Fine-Tuning Humanoid Vision And Movement
By Liz Allan - 02 Jul, 2026 - Comments: 0

Key Takeaways: Humanoids and autonomous vehicles share a zonal architecture, a need for FuSa, and a reliance on radar technology to see around corners and through objects. Multiple cameras with different fidelities can better replicate a human’s field of view; for example, some can provide wide fields of view at low grade, low fidelity, while others strive for infinite fidelity in a... » read more

AI-Defined Vehicles Increase Pressure On Auto Ethernet Reliability
By Liz Allan - 04 Jun, 2026 - Comments: 0

Key Takeaways: For AI-defined vehicles and onboard agentic AI, Automotive Ethernet provides high bandwidth for sensor data fusion, TSN ensures low latency and synchronization for real-time decisions, and MACsec secures the data link. Time-sensitive networking (TSN) is an essential protocol for ensuring 10BASE-T1S delivers data to where it needs to go on time. Still, it becomes less esse... » read more

Humanoid Touch And Voice Are Improving Rapidly
By Liz Allan - 07 May, 2026 - Comments: 0

Key Takeaways Humanoid robots are rapidly expanding beyond factories and logistics toward broader, general-purpose roles (including in-home assistance), driven by advances in AI and sensing. Compared with vision and language, touch (haptics) and hearing/voice in real environments remain the hardest — and most commercially important — sensing challenges, requiring fast sensor fusio... » read more

Next-Gen Batteries Require Impedance Data And Active Balancing
By Liz Allan - 07 May, 2026 - Comments: 0

Key Takeaways Electric vehicles and energy storage systems using LFP batteries require more sophisticated diagnostic methods because they exhibit very flat cell voltages across various charge levels, making it harder to estimate usable energy. Battery management systems are leveraging new components, AI/ML, digital twins, and other techniques to get more accurate, real-time data, includ... » read more

How Long Will CAN Stick Around As Rival Networks Speed Up?
By Liz Allan - 29 Apr, 2026 - Comments: 0

Key Takeaways Automotive Ethernet is rapidly becoming the backbone of software-defined vehicles for higher bandwidth, scalability, and advanced features like TSN and security that legacy protocols cannot match. CAN, LIN, and other legacy networks will not disappear quickly because they are deeply embedded, low‑cost, and proven, but they are increasingly seen as inadequate for future A... » read more

Auto Ethernet 10BASE-T1S Steps Up, With Tbps On The Horizon
By Liz Allan - 23 Mar, 2026 - Comments: 0

Key Takeaways: Automotive Ethernet, particularly 10BASE-T1S, is emerging as a replacement for CAN in vehicle networks, with higher speeds anticipated for future autonomous and connected cars. The transition to Ethernet in automotive domains is not universal; some OEMs may retain CAN or LIN in certain areas due to cost, and integrating various Ethernet standards can be technically feasib... » read more

Blog Review: Mar. 18
By Jesse Allen - 18 Mar, 2026 - Comments: 0

Cadence's Jamdagni Trivedi explains the UALink Protocol Level Interface, which defines how devices exchange data and control information, and shares insights into its structure, functionality, and significance in multi-node accelerator systems. Synopsys' Dustin Todd argues that AI sovereignty will be defined by and built on strategic interdependence, where countries develop and retain meanin... » read more

Auto Security Accelerates With Standardization And Certified Silicon
By Ann Mutschler - 05 Mar, 2026 - Comments: 0

Key Takeaways The automotive sector is actively developing and delivering secure parts and features ranging from secure boot to encrypted data and in-network protections. The cost of a breach can involve everything from ransomware to liability and/or damage to a brand. New standards are being introduced to ensure security, and technology developers are integrating cybersecurity requi... » read more

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