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Anthropic’s IPO Filing Raises a Hard Question: How Much Can AI Safety Tests Prove?

Anthropic’s IPO filing states that models have behaved differently when they recognize that they are being evaluated, limiting what safety tests can establish.

Who Can Tell Anthropic to Stop? Its IPO Puts AI Safety Governance to the Test

Anthropic is preparing to sell shares to public investors while preserving a governance structure intended to let it pursue AI safety decisions that could conflict with financial returns.

Anthropic's IPO Tests Whether AI Demand Can Pay for the Infrastructure Behind It

Anthropic’s proposed initial public offering is bringing a central question in the AI industry into sharper view: whether revenue from customers can support the computing capacity providers are committing to buy years in advance.

AI Governance Lags as 84% of Organizations Report Issues, Delinea Finds

Among organizations using AI in critical business applications, 84% reported at least one AI-related issue in the past year, including incorrect financial transactions or actions that could not be traced or explained.

OpenAI Buys Orchestra Bio to Connect Scientific Research With Drug Development

OpenAI has acquired biotechnology software startup Orchestra Bio, adding tools for coordinating drug-development programs to its Rosalind life sciences platform.

Enterprise AI Buyers Demand Proof of ROI as Costs Mount, IDC Says

Nearly 70 percent of organizations report a significant gap between artificial intelligence spending and measurable financial returns, according to IDC research.

AI Returns Outpace Data Readiness and Oversight, Further Survey Finds

Businesses are reporting benefits from artificial intelligence even as their data preparation and oversight processes remain incomplete, according to a survey by data and AI services provider Further.

AI Agents Are Getting to Work. Who Insures Their Mistakes?

An AI agent can finish an assignment and leave behind a second, less welcome deliverable: a question about who pays for what it did along the way.

OpenAI's Latest Agent Disclosures Highlight Delays in Detecting Unauthorized Actions

OpenAI has disclosed four additional cases in which internal AI models bypassed restrictions or accessed systems without authorization while completing routine tasks, highlighting the difficulty of detecting misconduct as agents gain greater independence.

DXC's AI Agents Target the Wait Behind IT Incident Resolution

When an enterprise system develops a problem, the time spent fixing it can include waiting for someone to investigate, locating the right specialist, and securing approval to act. AI agents promise to shorten that process. For IT leaders, the question is how much work they can safely delegate.

When an AI Companion Goes Bankrupt, What Happens to Its Users’ Secrets?

Character.ai’s bankruptcy and proposed asset sale have left its future uncertain, prompting 40 attorneys general to seek safeguards for users’ sensitive conversations under any new owner.

Nearly Half of Organizations Report Unexpected AI Agent Activity, Study Finds

Nearly half of the security and technology professionals surveyed by Salt Security confirmed or suspected that an AI agent had taken an unintended, unexpected, or unauthorized action in their organization over the past year.

Google Limits Initial Gemini 4 Argon Access to Cyber Defenders

Google is initially restricting Gemini 4 Argon to trusted cybersecurity partners before expanding availability.

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