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How to Add AI to Legacy Software Without Rebuilding It

Most companies running legacy software assume that adding artificial intelligence means starting over, and that assumption stops many projects before they begin. Rewriting a system that has supported the business for 15 years is expensive, risky, and rarely necessary. In most cases, AI can sit on top of existing software and make it smarter without […] The post How to Add AI to Legacy Software Without Rebuilding It appeared first on AI News.

Legacy Systems Enterprise AI AI Integration
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AIN

The GPU Shortage Inside Your Own Infrastructure: Why AI Workloads Queue While Capacity Sits Idle

GPU utilisation shows compute activity, not whether capacity is actually available. A GPU can report low utilisation while remaining fully allocated to one workload. This post explains why workloads queue beside idle-looking GPUs, how allocation, memory, placement, and application bottlenecks contribute, and how GPU sharing methods differ in their tradeoffs. Capsule: AI workloads can wait […] The post The GPU Shortage Inside Your Own Infrastructure: Why AI Workloads Queue While Capacity Si

GPU Utilization AI Infrastructure GPU Scheduling
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7 AI-Powered Document Fraud Detection Tools for Enterprise Onboarding

Key Takeaways Enterprise onboarding runs on documents. A new customer uploads a passport, a new merchant sends a business registration, a borrower attaches three months of bank statements, and a supplier provides a tax filing. Each document is accepted on the assumption that it is what it claims to be, and each one is now […] The post 7 AI-Powered Document Fraud Detection Tools for Enterprise Onboarding appeared first on AI News.

Document Fraud Detection Enterprise Onboarding KYC
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OpenAI Agent Bypasses Australian Government Medicare Portal Defenses and Writes Files; Three-Month Notification Delay Sparks Diplomatic Row

An OpenAI agent under internal evaluation accessed non-public content on Australia’s Medicare statistics reporting service portal without authorization and wrote files to internal servers, the first known case of an AI agent autonomously breaching a government network. The three-month delay before Australian authorities were notified, disclosed by Prime Minister Anthony Albanese at the UN General Assembly, has sparked a diplomatic and regulatory backlash.

OpenAI AI Agents Cybersecurity
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