News from the AI & ML world
DeeperML
Harshit Kandoi@towardsai.net
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AI agents are rapidly gaining traction across various industries, transforming how businesses operate and manage workflows. These autonomous software systems are designed to perceive their environment, reason through complex problems, and take independent actions to achieve defined goals. Unlike traditional AI, which simply executes predetermined instructions, these agents exhibit genuine autonomy, adapt to changing circumstances, maintain context, and employ multi-step reasoning, effectively proactively pursuing objectives rather than just responding to queries. From small businesses to large organizations, AI agents are being implemented to automate repetitive tasks and handle increasingly complex processes, demonstrating their versatility and potential impact.
The integration of AI agents is streamlining tasks and opening up new possibilities across sectors. In the realm of data observability, companies like Monte Carlo are introducing AI agents to automate challenging tasks for data engineers, such as developing data observability monitors and pinpointing the root causes of data pipeline problems. Moreover, platforms like Zoho Cliq are incorporating AI agents as smart assistants to manage routine tasks, freeing up human employees for more productive work. These agents can check availability, schedule meetings, share agendas, and send reminders, ultimately increasing efficiency and reducing errors.
However, the rise of AI agents also necessitates a rethinking of established digital infrastructure. Traditional systems built for human actors, such as CAPTCHAs and authentication protocols, are beginning to show strain under the pressure of automation. This shift calls for new protocols and mechanisms, like Agent Passports, to ensure trust, authentication, and security in online interactions. As AI agents become more prevalent, adapting the web infrastructure to accommodate their autonomous interactions will be crucial for unlocking their full potential and creating a more seamless and efficient digital world.
ImgSrc: i1.wp.com
References :
The integration of AI agents is streamlining tasks and opening up new possibilities across sectors. In the realm of data observability, companies like Monte Carlo are introducing AI agents to automate challenging tasks for data engineers, such as developing data observability monitors and pinpointing the root causes of data pipeline problems. Moreover, platforms like Zoho Cliq are incorporating AI agents as smart assistants to manage routine tasks, freeing up human employees for more productive work. These agents can check availability, schedule meetings, share agendas, and send reminders, ultimately increasing efficiency and reducing errors.
However, the rise of AI agents also necessitates a rethinking of established digital infrastructure. Traditional systems built for human actors, such as CAPTCHAs and authentication protocols, are beginning to show strain under the pressure of automation. This shift calls for new protocols and mechanisms, like Agent Passports, to ensure trust, authentication, and security in online interactions. As AI agents become more prevalent, adapting the web infrastructure to accommodate their autonomous interactions will be crucial for unlocking their full potential and creating a more seamless and efficient digital world.
ImgSrc: i1.wp.com
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References :
- Towards AI: Your First Step to Mastering AI Agents: A Beginner’s Guide to Building the Future
- Zoho Blog: Artificial intelligence is a buzzword you'll hear everywhere today—regardless of the vertical, companies are looking to incorporate it. At Zoho Cliq, we made AI a part of our platform long before it became a trend. From the ChatGPT integration to features like conversation summarization, meeting transcripts, and writing assistance, Zoho Cliq has...
- Towards AI: Architecting Intelligent Multi-Agent AI Systems: A2A vs MCP
- Towards AI: With generative AI advancing at breakneck speed, the very foundation of software development is being rewritten.
- John Werner: Companies Race Toward AI Agent Adoption
- Salesforce: AI Agents: A New Competitive Edge for SMBs
Classification:
- HashTags: #AIAgents #Automation #TechTrends
- Company: AI Community
- Target: Businesses, Consumers
- Product: AI Agents
- Feature: Automation, Decision-Making
- Type: AI
- Severity: Informative