News from the AI & ML world

DeeperML

Sam Pearcy@hiddenlayer.com //

AI Agents Transform Enterprise Workflows, Face Scams

AI agentic systems are rapidly transforming enterprise workflows, offering the promise of automating complex tasks and boosting productivity. Gartner Research reports that 64% of respondents in a recent poll plan to pursue agentic AI initiatives within the next year, signaling widespread adoption. These agents, unlike traditional AI, possess agency, enabling them to autonomously pursue goals, make decisions, and adapt based on feedback, expanding the capabilities of large language models (LLMs) with memory, tool access, and task management. Model Context Protocol (MCP) is emerging as a potential standard for connecting AI agents with data and tools, aiming to streamline the integration process with a lightweight architecture.

Challenges and risks accompany the deployment of AI agents, including ensuring their security and trustworthiness. Security vulnerabilities that allow AI agents to be manipulated or weaponized are already emerging, which is why developers are focusing on transparency, access controls, and auditing agent behavior to detect anomalies. The agents can be scammed because they are independent-acting and can use APIs or be embedded with standard apps and automate all kinds of business processes. Ethical considerations and the implementation of responsible AI practices are also vital aspects that organizations must address during the integration of these new AI systems.

Share: bluesky twitterx--v2 facebook--v1 threads


References :
  • BigDATAwire: Will Model Context Protocol (MCP) Become the Standard for Agentic AI?
  • www.computerworld.com: AI agents can (and will) be scammed
  • IDC Blog: Generative and agentic AI have begun to completely transform how enterprise applications are designed, delivered, and engaged with by users.   AI assistants that work reactively and cooperatively with humans to provide productivity and efficiency gains, as well as AI advisors that provide enhanced insights and recommendations to organizations, have both quickly become must-haves in [...]
Classification: