ibl.ai Agentic AI Blog

Insights on building and deploying agentic AI systems. Our blog covers AI agent architectures, LLM infrastructure, MCP servers, enterprise deployment strategies, and real-world implementation guides. Whether you are a developer building AI agents, a CTO evaluating agentic platforms, or a technical leader driving AI adoption, you will find practical guidance here.

Topics We Cover

Featured Research and Reports

We analyze key research from leading institutions and labs including Google DeepMind, Anthropic, OpenAI, Meta AI, McKinsey, and the World Economic Forum. Our content includes detailed analysis of reports on AI agents, foundation models, and enterprise AI strategy.

For Technical Leaders

CTOs, engineering leads, and AI architects turn to our blog for guidance on agent orchestration, model evaluation, infrastructure planning, and building production-ready AI systems. We provide frameworks for responsible AI deployment that balance capability with safety and reliability.

Industry

AI applications across education, healthcare, finance, government, and other verticals.

AI is transforming every industry—from education and healthcare to finance and government. Explore how organizations across verticals are deploying AI agents, LLM-powered workflows, and intelligent automation to solve sector-specific challenges and deliver measurable outcomes.

612 articles in this category

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UNESCO: Guidance for Generative AI in Education and Research

UNESCO's guidance outlines ethical and responsible use of generative AI in education and research, addressing potential biases, copyright issues, and digital inequalities, while recommending human-centered strategies and regulatory measures for its integration and competency development.

Jeremy WeaverJanuary 3, 2025
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Cambridge: How Educators Can Help Future Learners Outwit the Robots

Professor Rose Luckin's keynote at the Cambridge Summit emphasizes that while AI can transform education, nurturing uniquely human skills such as social intelligence and meta-cognition is crucial, and ethical, collaborative development between educators and AI developers is essential for future learning.

Jeremy WeaverJanuary 3, 2025
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Deloitte: Powering Artificial Intelligence – A Study of AI's Environmental Footprint, Today and Tomorrow

Deloitte's report assesses AI's growing environmental impact, noting that data center energy use may nearly triple by 2030 due to AI demands. It advocates for strategies like renewable energy adoption, improved efficiency, ecosystem collaboration, and greater transparency to achieve "Green AI" and calls for joint action from industry and policymakers to ensure a sustainable future.

Jeremy WeaverDecember 28, 2024
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Google: LearnLM – Improving Gemini for Learning

LearnLM is a Google AI model designed for educational settings that follows detailed pedagogical instructions to improve teaching effectiveness. Human evaluations show it outperforms existing models in various learning scenarios, and future work will explore additional educational applications.

Jeremy WeaverDecember 28, 2024
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University of Michigan: Artificial Intelligence Research Committee Recommendations Report

The report recommends significant investments in computing, personnel, and ethical oversight to boost U-M's AI capabilities, advocating for better internal coordination, a centralized AI resource hub, and enhanced national and industry collaborations.

Jeremy WeaverDecember 27, 2024
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Hangzhou Normal University: Does ChatGPT Enhance Student Learning? A Systematic Review and Meta-Analysis of Experimental Studies

This review of 69 experimental studies found that ChatGPT interventions improved students' academic performance, affective motivation, and higher-order thinking while reducing mental effort, though it had no significant effect on self-efficacy and many studies had methodological limitations.

Jeremy WeaverDecember 20, 2024
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George Washington University Law School: Artificial Intelligence and Privacy

Daniel J. Solove’s piece argues that current privacy laws—focused mainly on individual control—are inadequate for addressing the systemic harms posed by AI, and calls for a regulatory framework based on harm analysis and structural reforms.

Jeremy WeaverDecember 20, 2024
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U.S. House of Representatives: Bipartisan House Task Force Report on Artificial Intelligence

A bipartisan House task force report assesses the impact of AI on privacy, national security, society, and the economy, while offering recommendations for responsible development and regulation.

Jeremy WeaverDecember 18, 2024
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Anthropic: The Dawn of GUI Agent – A Preliminary Case Study with Claude 3.5 Computer Use

This study evaluates Claude 3.5 Computer Use—a novel AI model that interacts with GUIs via API—to understand its capabilities and limitations in executing tasks across various software, guiding future improvements in GUI automation.

Jeremy WeaverDecember 13, 2024
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Google DeepMind: A New Golden Age of Discovery

AI is transforming scientific research by accelerating key areas like knowledge synthesis and experimental simulation, while also requiring careful strategies, investments, and policies to manage risks and ensure sustainable, equitable innovation.

Jeremy WeaverNovember 26, 2024
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Google DeepMind: New Golden Age of Discovery

AI is transforming scientific research by accelerating key areas like knowledge synthesis, data management, simulation, and complex modeling, while urging strategic investments and interdisciplinary collaboration to harness its benefits and address potential risks.

Jeremy WeaverNovember 26, 2024
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National Academies: Artificial Intelligence and the Future of Work

The report examines how AI, particularly large language models, could boost productivity and reshape job markets by creating new roles and displacing existing ones, while emphasizing the need for investments in skills, infrastructure, ethical oversight, improved data collection, and lifelong learning.

Jeremy WeaverNovember 25, 2024