Cloud Computing

986 articles found

AI Engineers Shift to 'Loop Engineering' as Dangerous 'Loopmaxxing' Trend Threatens Runaway Costs and System Failures

AI Engineers Shift to 'Loop Engineering' as Dangerous 'Loopmaxxing' Trend Threatens Runaway Costs and System Failures

Jun 22, 2026
TechTalks - Technology solving problems... and creating new ones

AI engineers are rapidly shifting to 'loop engineering,' designing autonomous AI agent systems, but a dangerous new trend called 'loopmaxxing' is emerging, where developers run agents in infinite loops hoping for correct results, triggering runaway cloud costs and system failures — prompting experts to urge a phased, safety-first approach to …

Tech Giants Back New 'ARD' Protocol Enabling AI Agents to Independently Discover and Use Tools

Tech Giants Back New 'ARD' Protocol Enabling AI Agents to Independently Discover and Use Tools

Jun 22, 2026
InfoWorld

Tech giants including Google, Microsoft, Cisco, Nvidia, and Salesforce are backing a groundbreaking new protocol called Agentic Resource Discovery (ARD), enabling AI agents to independently discover and safely use tools across corporate systems through a two-level framework of Catalogs and Registries, with the specification now publicly available for organizations to …

Open-Source AI Framework GEPA Slashes Optimization Costs, Boosts GPT-4.1 Mini Performance by 10 Points

Open-Source AI Framework GEPA Slashes Optimization Costs, Boosts GPT-4.1 Mini Performance by 10 Points

Jun 21, 2026
GitHub

GEPA, a new open-source AI framework, is revolutionizing AI optimization by boosting GPT-4.1 Mini performance by 10 points and cutting cloud costs by 40%, while requiring a fraction of the evaluations needed by traditional reinforcement learning methods — already deployed across Shopify, Databricks, and 50+ production environments.

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