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AI & Enterprise

Google proposes \'sleep framework\' to help AI learn new knowledge without forgetting old information

Google has unveiled research on a so-called “sleep framework” designed to help large language models continue learning after training while retaining existing knowledge. The approach separates processing of new inputs from a consolidation phase, mirroring how humans take in experiences while awake and reorganise memory during sleep. It aims to curb “catastrophic forgetting” and reduce gaps between training data and real-world use. The company says further verification is needed before commercial deployment.

AI & Enterprise

Google launches \'Gemini 4 Carbon\' with enhanced cybersecurity performance

Google unveiled a new AI model, Gemini 4 Carbon, aimed at improving coding, agentic work and cybersecurity performance. The Verge reported it ranked first in the Artificial Analysis Intelligence Index (v5.0), ahead of Anthropic Claude Opus 5.5 and GPT-6 Astra. Google said the model strengthens vulnerability detection and secure code generation and topped SEC-Bench Pro and ExploitGym. Pricing matches Argon at $2 per 1 million input tokens and $10 per 1 million output tokens.

AI & Enterprise

Alphabet\'s Google shares fall 8 percent as search ad growth slows; cloud revenue more than doubles

Alphabet, Google\'s parent, posted third-quarter results that fell short of market expectations as search advertising growth slowed, the Wall Street Journal reported. Shares dropped more than 8 percent in after-hours trade. Revenue rose 25 percent to $127.6 billion, slightly below forecasts. Cloud revenue beat expectations and Google Cloud sales rose 103 percent, while services revenue missed estimates. Free cash flow widened to a $9.1 billion deficit as AI infrastructure costs rose.