LLMs make it cheap for attackers to monitor a compromised account (e.g., email) for months. Instead of quickly selling credentials, they can now act as "persistent threats" against individuals, building a detailed profile and striking at the moment of maximum financial opportunity, like a house sale.

Fraud has evolved beyond pre-recorded deepfakes. Scammers now use real-time technology to impersonate executives during live video calls. The fake avatar mirrors the scammer's actions and speech instantly, tricking employees into authorizing fraudulent transactions, as seen in a $25M case.

In modern scam operations, AI often makes the initial contact to test a target's susceptibility. If the person seems gullible, the call is transferred to a human operator. This conserves human resources and dramatically increases the volume and efficiency of scams.

Sophisticated blackmail doesn't involve direct threats. Instead, the blackmailer presents themselves as a rescuer from a fabricated threat. For instance, they'll claim a third party has compromising material and offer to 'handle it,' thereby gaining the victim's trust and lifelong compliance without appearing to be the aggressor.

LLMs automate the labor-intensive parts of complex scams, like creating fake websites, conducting personalized communication, and monitoring victims. This dramatically reduces the cost, enabling attackers to target a much broader audience with highly tailored cons previously reserved for high-value targets.

AI has transformed scamming into a highly efficient business. Research shows cybercriminal organizations deploying AI generate 9x the volume and 4x the revenue of their peers. Leveraging generative AI for hyper-personalization, they operate like sophisticated, profitable businesses, effectively weaponizing technology for fraud.

Sophisticated fraud operations function like rational businesses with supply chains, training, and P&Ls. They target areas with the highest potential return on investment, such as crypto, and will pivot to new opportunities as technology like LLMs lowers their operating costs.

A significant portion of today's global scams originate from compounds where individuals, often lured by fake job offers, are held against their will. They are subjected to abuse and forced to execute scams, essentially operating as modern-day slaves.

The significant annual growth in money lost to scams is not solely due to more scam attempts. The primary driver is the improved effectiveness and conversion rate of the scams themselves, which are better crafted and more convincing, often with the help of AI.