Software Engineering

ZKBoost Protocol Unveiled for Private, Verifiable XGBoost AI Model Training Researchers have introduced ZKBoost, a groundbreaking cryptographic protocol designed to verify XGBoost machine learning model training on sensitive datasets without revealing the underlying data or model parameters. ZKBoost is the first zero-knowledge proof of training (zkPoT) protocol specifically developed for XGBoost, a widely-used algorithm for tabular data. This innovation addresses the critical need for cryptographic guarantees of model integrity in high-stakes applications. The system employs a fixed-point implementation of XGBoost compatible with arithmetic circuits, enabling efficient zero-knowledge proofs. Research indicates this implementation maintains accuracy within 1% of the standard XGBoost, making practical verification on real-world data a reality. ...

CES 2026 Highlights: AI Goes Physical with Advanced Robotics and Sustainable Tech Artificial Intelligence, Robotics, and Machine Learning dominated CES 2026, with the event’s focus shifting from virtual concepts to real-world physical applications. Taglines like “AI is everywhere” underscored the trend, showcasing a wide array of AI-powered robots for tasks ranging from complex manufacturing and autonomous transportation to household chores like folding laundry. The event also featured key innovators presenting the latest ecosystem components, including advanced actuators, optical sensors, and robotic ‘hands’. Beyond robotics, AI is driving sustainability in the fashion industry through waste-minimizing design, advanced 3D printing for samples, and eco-friendly laser technologies. In the consumer sector, brands are leveraging immersive digital commerce tools, such as augmented reality to reduce returns and wearable tech to boost retail engagement. ...

OpenAI Unveils Groundbreaking Multimodal AI with Advanced Reasoning OpenAI has revealed a significant advancement in multimodal artificial intelligence with its latest model. This new model can seamlessly process and understand a combination of text, images, audio, and video simultaneously. The key differentiator is its ability to forge logical connections across these diverse data types, achieving a more human-like understanding. Early benchmarks demonstrate a remarkable 40% improvement in multi-step reasoning tasks compared to previous models, showcasing its enhanced capabilities in complex problem-solving. ...

AI Tool ONCO-ACS to Guide Treatment for High-Risk Cancer Patients A new artificial intelligence tool, ONCO-ACS, has been developed by an international research team to help doctors treat cancer patients who have suffered a heart attack. This high-risk patient group has historically been excluded from cardiovascular clinical trials, creating a gap in validated treatment guidance. The AI model was trained on a real-world dataset of over one million heart attack patients, including more than 47,000 with cancer. ONCO-ACS combines cancer-specific factors, such as tumor type and time since diagnosis, with standard cardiovascular data to predict the six-month risk of mortality, major bleeding, and recurrent ischemic events. The tool demonstrated strong predictive accuracy, aiming to provide clinicians with reliable data to tailor treatments and balance the risks and benefits of interventions like antiplatelet therapy. ...

Faraday Future Enters Robotics Market with Humanoid and Bionic Models At the NADA Show in Las Vegas on February 4, 2026, Faraday Future announced its strategic entry into the robotics market with the launch of multiple robot products across three categories. The company aims to become the first U.S. entity to deliver both humanoid and bionic robots. The “Robot & Vehicle +” themed event also served as a recruitment platform for sales partners. ...

India’s 2026 Budget: AI Initiatives to Revolutionize Agriculture and Accessibility The Indian government has announced significant new artificial intelligence initiatives as part of its Union Budget 2026, signaling a major push to leverage AI in key sectors. During the presentation on February 1, 2026, Finance Minister Nirmala Sitharaman introduced “Bharat Vistar,” a multilingual AI-driven platform designed to integrate the nation’s agricultural technology stack. This powerful tool will combine various agri-stack portals with AI systems to provide critical support to farmers. Furthermore, the budget unveiled the ‘Divyangjan Kaushal Yojana,’ a scheme promoting AI-assisted manufacturing of artificial limbs. This initiative aims to deliver customized products for differently-abled individuals while creating new livelihood opportunities, underscoring a strong focus on inclusive, technology-driven growth. ...

Alibaba Merges Autonomous Driving Unit with Zelos in $2 Billion Robovan Initiative Alibaba is merging its autonomous vehicle division with Chinese startup Zelos Technology to form a new entity valued at approximately $2 billion. Alibaba’s logistics arm, Cainiao, will integrate its self-driving unit into Zelos, creating a combined company expected to operate as Cainiao Robovan. This new venture will manage a fleet of over 20,000 autonomous delivery vehicles. The strategic move allows Alibaba to invest in Zelos’s expertise in Level-4 autonomous delivery solutions rather than pursuing costly in-house development. Zelos, founded in 2021, provides solutions for e-commerce, postal services, and logistics providers. The merger aims to scale autonomous delivery in China’s competitive logistics market, driven by the growth of e-commerce and rising labor costs. ...

Meta Challenges OpenAI & Google with New Open-Source AI Model In a move to democratize artificial intelligence, Mark Zuckerberg announced Meta will provide full open-source access to a powerful new AI model, directly challenging closed systems from competitors like OpenAI and Google. This initiative aims to increase transparency and foster greater inclusivity in AI research and innovation. The announcement has generated excitement within the global scientific community, as it could reshape AI standards and ethics. The open-source model is expected to be a significant benefit for independent developers, academic institutions, and researchers in underrepresented regions. While promoting collaboration, the move also raises concerns about potential misuse for cyber-attacks and disinformation, highlighting the need for clear regulations. Meta has confirmed that safety tools and responsible-use guidelines will be released alongside the model. ...

Richtech Robotics & Microsoft Partner to Advance Agentic AI in Real-World Robots Richtech Robotics has announced a collaboration with Microsoft’s AI Co-Innovation Labs to develop and implement agentic artificial intelligence in real-world robotic systems. This joint effort will enhance Richtech’s ADAM robot with adaptive intelligence using Microsoft’s Azure AI. The partnership aims to elevate robots from simple task executors to context-aware, conversational assistants by applying vision, voice, and autonomous reasoning to physical environments. The enhanced ADAM robot will be able to consider factors like time of day, weather, and promotions to better respond to customer needs. It will also use vision-based models to maintain service quality during busy periods and provide operational awareness, such as alerting staff about low inventory levels. ...

AI Adoption in US Workplaces Surges, Gallup Poll Finds A recent Gallup Workforce survey reveals a significant increase in the adoption of artificial intelligence among American workers. The poll, which surveyed over 22,000 U.S. workers, found that 12% of employed adults now use AI daily in their jobs. Approximately one-quarter of respondents reported using AI frequently (at least a few times a week), while nearly half of the workers surveyed stated they use AI at least a few times a year. This marks a notable rise from 2023, when just 21% of workers reported using AI at least occasionally, highlighting the rapid integration of generative AI tools like ChatGPT into professional environments. ...