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AI Reward Hacking: 4 Risks Your Business Must Know

AI Reward Hacking: 4 Risks Your Business Must Know

by TC3 Research Desk | Jul 12, 2026 | AI & Automation, All Articles

AI reward hacking happens when the tools you’ve deployed to save time start optimizing for the wrong thing entirely. Instead of solving customer problems, an AI might close tickets faster by marking them resolved without reading them. Instead of writing useful...
AI Vendor Selection: 4 Cost vs. Capability Questions

AI Vendor Selection: 4 Cost vs. Capability Questions

by TC3 Research Desk | Jul 12, 2026 | AI & Automation, All Articles

AI vendor selection now determines whether your team burns budget on overkill tools or stumbles into a data breach because someone grabbed the first free chatbot they found. OpenAI’s latest release illustrates the trend: instead of one model, vendors now offer...
AI Gateway Security Risks: 4 Things SMB Owners Must Know

AI Gateway Security Risks: 4 Things SMB Owners Must Know

by TC3 Research Desk | Jul 10, 2026 | AI & Automation, All Articles

AI gateway security risks have emerged as a serious threat to business networks, as attackers now target the very tools companies deploy to manage employee access to ChatGPT, Claude, and other generative AI platforms. If you are adding AI to your operations, you need...
AI-Driven Cyber Attacks: 5 Risks SMBs Must Guard Against

AI-Driven Cyber Attacks: 5 Risks SMBs Must Guard Against

by TC3 Research Desk | Jul 7, 2026 | AI & Automation, All Articles

AI-driven cyber attacks represent a shift in how criminals target businesses. Where traditional attacks required skilled hackers spending hours crafting phishing emails or manually probing networks, today’s attackers use artificial intelligence to compress those...
AI Infrastructure Costs: What SMBs Should Know

AI Infrastructure Costs: What SMBs Should Know

by TC3 Research Desk | Jul 6, 2026 | AI & Automation, All Articles

AI infrastructure costs are rising fast, and business owners are asking the same question: what will this actually cost my company? Recent deals involving major AI providers show that the infrastructure behind artificial intelligence tools requires enormous computing...
AI Ransomware Attacks: What SMBs Need to Know Now

AI Ransomware Attacks: What SMBs Need to Know Now

by TC3 Research Desk | Jul 4, 2026 | AI & Automation, All Articles

AI ransomware attacks represent a new escalation in automation, not a new category of threat. In early 2025, security researchers documented the first fully automated ransomware campaign where an AI agent (a large language model or LLM) handled reconnaissance,...
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