Technology

Hybrid Quantum-Classical Systems Essential for AI Decision-Making, New Study Reveals A new study from Chapman University suggests that true agency and intelligence cannot arise from a purely quantum system. Researchers argue that the principles of quantum mechanics, which prevent the copying and comparison of information, mean that decision-making processes like modeling and deliberation require classical resources. This finding implies that both consciousness and the development of advanced quantum artificial intelligence will depend on hybrid quantum-classical architectures. The study posits that even sophisticated quantum machines will need classical components to learn, act, and make decisions effectively, touching on philosophical implications for free will and the emergence of classical reality. ...

Anthropic Unveils Claude Sonnet 4.5 with Advanced Reasoning and Coding Anthropic has officially released its latest large language model, Claude Sonnet 4.5, featuring significant improvements in processing long contexts and performing complex mathematical and logical reasoning tasks. The company claims the model can perform tasks autonomously for over 30 hours and has demonstrated state-of-the-art performance on the SWE-bench Verified evaluation for software coding. Alongside the new model, Anthropic launched Claude Code 2.0, an integrated coding environment for developers with an enhanced UI and performance based on Sonnet 4.5. To facilitate the development of AI agents, the company has also released the Claude Agent SDK. The new model is now available through Anthropic’s API, the Claude app, Amazon Bedrock, and Google Cloud’s Vertex AI. ...

Gartner’s 2025 Hype Cycle: Generative AI Enters ‘Trough of Disillusionment’ According to Gartner’s 2025 Hype Cycle for Artificial Intelligence, Generative AI has officially moved into the ‘Trough of Disillusionment’. This shift indicates that the initial peak of inflated expectations is cooling as organizations now grapple with the technology’s limitations and seek tangible returns on investment (ROI). Gartner notes that while GenAI remains a potentially transformational technology, the primary challenge for many companies is proving its business value. Consequently, the industry’s focus is shifting towards foundational elements like AI-ready data and the development of AI agents, both of which are currently at the ‘Peak of Inflated Expectations’. This trend underscores a maturing understanding that successful enterprise AI relies on strong data governance, intelligent workflows, and robust operational frameworks. Despite cooling expectations for GenAI, overall IT spending is still projected to increase in 2025, driven partly by ongoing investments in AI software and infrastructure. ...

Zoox Gets Federal Green Light for Driverless Robotaxi Deployment Amazon’s subsidiary, Zoox, has received a crucial federal exemption from the National Highway Traffic Safety Administration (NHTSA) to deploy its purpose-built, driverless robotaxis on public roads. This is a landmark decision, making Zoox the first U.S. company to gain such an exemption under the expanded Automated Vehicle Exemption Program (AVEP). The custom-designed vehicles notably lack traditional controls like steering wheels or pedals, featuring a carriage-style interior with inward-facing seats for four passengers. As a condition of the approval, Zoox must remove any claims that its vehicles comply with all Federal Motor Vehicle Safety Standards. This regulatory milestone clears the path for Zoox to scale production at its California facility, as the NHTSA has also closed its investigation into the company’s self-certification processes. ...

Tech Digest: AetherAI’s New LLM, Kubernetes 1.32, and PostgreSQL 18 AetherAI Releases ‘Chronos-8b’, a Powerful Open-Source LLM for Time-Series Analysis AetherAI Research has open-sourced Chronos-8b, a new 8-billion parameter language model specifically trained for time-series forecasting and analysis. The model demonstrates state-of-the-art performance on financial and meteorological prediction benchmarks. Chronos-8b’s architecture is designed for efficient fine-tuning on domain-specific temporal data. The release includes the model weights and training code to democratize advanced predictive AI. ...