Artificial Intelligence & Machine Learning
AgileRL Secures $7.5M for Reinforcement Learning & AMD Launches Ryzen AI
This week in artificial intelligence, AgileRL secured $7.5 million in seed funding to accelerate reinforcement learning, with a goal of reducing training times by up to tenfold through advanced algorithmic optimizations. In AI hardware news, AMD has launched its Ryzen AI Embedded processor lineup, which integrates Neural Processing Units (NPUs) for efficient on-device AI inference in systems like industrial PCs and robotics. These processors are engineered for high performance-per-watt and offer long-term support for original equipment manufacturers (OEMs).
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Robotics & Autonomous Vehicles
New SELF DRIVE Act Proposed in Congress to Regulate Autonomous Vehicles
A bipartisan group of U.S. Representatives has introduced the ‘Safely Ensuring Lives Future Deployment and Research in Vehicle Evolution (SELF DRIVE) Act of 2026.’ This landmark bill aims to establish the first federal framework for the regulation of autonomous vehicles, specifically targeting SAE levels 3, 4, and 5 of automated driving systems. Key provisions include requiring manufacturers to develop and submit a comprehensive safety case for their autonomous driving systems and establishing a National Automated Vehicle Safety Data Repository for reporting serious crashes. The act would also mandate that passengers in level 4 and 5 vehicles have the ability to command the vehicle to a minimal risk condition and exit safely. This is the third iteration of the SELF DRIVE Act, with previous versions failing to pass in 2017 and 2021.
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Humanoid Robots Take Center Stage at CES 2026, Showcasing New Capabilities
Humanoid robots were a major highlight at CES 2026, with multiple companies demonstrating their latest advancements. The robots performed a variety of tasks, including dancing, serving drinks, and folding laundry, showcasing significant progress in their capabilities. However, experts emphasize that these demonstrations involve specific, pre-programmed tasks rather than general-purpose intelligence. German company Neura showcased its 3.5 generation 4NE1 humanoid robot, featuring high-torque joints and an artificial skin for collision avoidance. Neura also introduced the ‘Neuraverse,’ a platform developed with NVIDIA for real-time skill transfer across its robot fleets. Separately, Agibot unveiled its A2 Series of full-sized humanoid robots targeting the B2B market for tasks like guided presentations.
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Kubernetes
Percona Donates OpenEverest to CNCF for Vendor-Neutral Database Management on Kubernetes
Database support provider Percona is donating its database management tool, OpenEverest (formerly Percona Everest), to the Cloud Native Computing Foundation (CNCF). The objective is to create a vendor-neutral, open-source project for provisioning and managing diverse databases like PostgreSQL, MySQL, and MongoDB within Kubernetes environments. By transitioning to a community-led governance model under the CNCF, Percona aims to foster broader collaboration and innovation in Kubernetes database management. The project will retain its Apache 2.0 license, and existing commercial users will see no significant changes. A new company, Solanica, has been formed to provide enterprise support for OpenEverest.
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DevOps
AI Coding Tools Increase DevOps Challenges, Survey Finds
A recent survey indicates that while the adoption of AI coding tools is widespread, it is introducing new challenges for DevOps teams and their workflows. The survey of 1,100 developers revealed that 72% use AI coding tools daily, with AI generating an average of 42% of their code. Despite this, 96% of respondents do not fully trust the functional correctness of AI-generated code, and 48% admit to not always reviewing it before committing. This influx of AI-generated code is raising concerns about reliability, security vulnerabilities, and the potential exposure of sensitive data. The most popular AI coding tools cited were GitHub Copilot and ChatGPT.
Cloud Infrastructure
AWS Recognized as a Leader in European Sovereign Cloud Infrastructure Services
For the third consecutive year, Amazon Web Services (AWS) has been named a Leader in the Information Services Group (ISG) Provider Lens Quadrant report for Sovereign Cloud Infrastructure Services in the European Union. The report, published on January 8, 2026, assessed 19 providers and recognized AWS for its innovative strength and competitive stability. ISG highlighted AWS’s robust resilience, availability, and sovereign-by-design architecture, which ensures data residency, regional independence, and addresses key cloud sovereignty requirements. This recognition affirms AWS’s commitment to meeting the digital sovereignty needs of its European customers.
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Eon Transforms Cloud Backups into Searchable Data Lakes
Israeli startup Eon is gaining traction with its cloud backup posture management (CBPM) software that converts cloud backups into queryable assets. This technology enables granular data restoration and creates searchable database snapshots directly from backups. Eon’s platform organizes backup contents into the efficient Apache Parquet format, which supports advanced compression and data skipping to accelerate queries. This allows users to run SQL queries on backups without moving them to a separate analytics environment. The company’s approach also enhances ransomware protection by storing backups in an immutable format.
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Quantum Computing
Bipartisan Bill Introduced to Reauthorize National Quantum Initiative
U.S. lawmakers have introduced the National Quantum Initiative Reauthorization Act in a bipartisan effort to continue a coordinated federal strategy for quantum research and policy. The legislation aims to accelerate the transition of quantum technology from foundational research to real-world applications, a step considered vital for national security and economic competitiveness. The bill proposes extending the initiative for five more years and would establish up to three new quantum centers at the National Institute of Science and Technology (NIST) and five new Multidisciplinary Centers for Quantum Research and Education at the National Science Foundation (NSF). The reauthorization has garnered widespread support from major technology companies and research coalitions.
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