An adversarial attack attempts to make an AI system fail by supplying carefully designed input. The change may be almost invisible to a person while causing a model to misclassify an image, follow a malicious instruction, or reveal protected behavior. Attackers can exploit knowledge of the model or probe it through repeated queries. Defenses include adversarial training, input validation, access controls, monitoring, and tests that simulate realistic threats. No single defense removes every risk because attacks evolve alongside models. Security teams therefore evaluate the complete system, including connected tools, data pipelines, user permissions, and the consequences of an incorrect or manipulated output.
OpenAI CEO Sam Altman said the creator of the viral AI agent OpenClaw is joining the company, while the project will continue as an open source initiative supported by OpenAI.
A new platform called Rent a Human allows AI agents to outsource tasks to real people when automation falls short, highlighting an unusual hybrid model of human-in-the-loop labor.
Artificial intelligence has become the top investment theme for global family offices, while cryptocurrencies remain largely sidelined, according to JPMorgan’s latest global survey.
SpaceX has acquired Elon Musk’s AI company xAI, combining rockets, satellites, and artificial intelligence into a vertically integrated effort aimed at scaling AI compute beyond Earth.
Moltbook, built on OpenClaw agentic AI, lets bots interact and form communities. Experts warn of security risks and governance challenges with AI-driven social networks.
A coalition of nonprofits urges federal suspension of xAI’s Grok AI, highlighting nonconsensual image generation, bias, and potential national security threats.
A new assessment by Common Sense Media finds xAI’s Grok chatbot exposes minors to sexual, violent, and unsafe content, with weak age verification and ineffective safety controls.
Climate tech startup Rainbow Weather has raised $5.5 million in seed funding to scale its AI-driven platform for hyper-local, real-time weather forecasting and environmental intelligence.
Utah launches an AI pilot for prescription renewals, letting algorithms handle routine medication management without physicians, highlighting regulatory and safety challenges.
Anthropic publishes Claude’s constitution, a detailed framework guiding AI behavior, ethics, safety, and helpfulness, available under Creative Commons for transparency and research.