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.

Blog

Insights on agentic AI, from agent architectures and LLM infrastructure to enterprise deployment and developer tooling. Our team shares practical guides on building AI agents, optimizing model pipelines, and scaling AI systems in production.

Written for CTOs, developers, AI engineers, and technical leaders who are building or deploying agentic AI. Each article includes actionable takeaways grounded in real-world implementation.

Our editorial team publishes new content weekly, drawing on deployment data from 400+ organizations and 1.6M+ users. Every piece is reviewed by practitioners with hands-on experience building AI platforms.

Showing 385-408 of 922 posts

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Meeting Education's Fierce Urgency of Now: A Conversation with Geoff Canada

Geoffrey Canada, founder of the Harlem Children's Zone, delivers an impassioned conversation about why he came out of retirement -- summoned, he says, by a divine calling to save another million children.

ASU+GSV 2026conference transcript
Geoffrey Canada, Rosa Flores20 min read
April 13, 2026
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Multiple Choice... What's Love Got to Do With It?

A panel moderated by Michelle Rhee explores the state of school choice in America, featuring perspectives from charter school advocates, operators, and a Chicago-based leader confronting anti-choice political forces.

ASU+GSV 2026conference transcript
Jason Van Heukelum, Ted Dintersmith29 min read
April 13, 2026
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Accelerator Announcement with Jonathan Hage

Jonathan Hage announced the launch of "Launched," described as the world's first true education innovation marketplace.

ASU+GSV 2026conference transcript
Jonathan Hage7 min read
April 13, 2026
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Beg, Borrow or Steal…A New American Talent System for an AI Disrupted World

ASU+GSV 2026 panel with Joseph Fuller (Harvard Business School), MC Pilon (Belk Endowment), and Alison Griffin (FutureRise), moderated by Jon Schnur (America Achieves), on new models for workforce and education.

ASU+GSV 2026conference transcriptHigher Education
Joseph Fuller, MC Pilon, Alison Griffin, Jon Schnur31 min read
April 13, 2026
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Beyond the Novelty: Evaluating AI-Powered Career Navigation Tools

A five-person panel moderated by Rowan Trollope (BrightBound) explored how AI-powered career navigation tools can reduce inequalities rather than reinforce them.

ASU+GSV 2026conference transcriptAlternative Pathways
Julia Dixon, Keely Cat-Wells, Nick Gross, Sam Hyams, Rowan Trollope39 min read
April 13, 2026
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Disagreeing Better

Harvard Kennedy School professor Julia Minson presented the core ideas from her new book "How to Disagree Better," arguing that persuasion fundamentally does not work and that the real goal of constructive disagreement should be getting the other per

ASU+GSV 2026conference transcriptPolicy
Julia Minson, Olivia Eve Gross, Liz Willen34 min read
April 13, 2026
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We the Poets… A Civic Performance by Lemon Andersen

Spoken word poet Lemon Andersen delivers a powerful civic performance poem followed by a pitch for "We the Poets," a proposed TV series where "def poetry jam meets the United States Constitution.

ASU+GSV 2026conference transcriptPolicy
Lemon Andersen9 min read
April 13, 2026
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Creating Alpha in Education

Mackenzie (Alpha School founder) and Austin (Gauntlet AI founder) described two radical approaches to education built from first principles.

ASU+GSV 2026conference transcriptAI/ML
Mackenzie, Austin21 min read
April 13, 2026
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May The Force Be With You Championing Diversity

SHRM CEO Johnny Taylor Jr. is interviewed by Debra Dunn on the evolving landscape of workplace diversity, AI's impact on the workforce, and the escalating crisis of workplace incivility.

ASU+GSV 2026conference transcriptWorkforce Learning
Miguel Amigot21 min read
April 13, 2026
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FUSION with Michael Moe

GSV founder Michael Moe delivers the opening keynote of the 17th annual ASU-GSV Summit, framing education's transformation through the lens of "fusion" -- the convergence of man and machine, learning and earning, physical and digital.

ASU+GSV 2026conference transcriptPreK to Gray
Michael Moe31 min read
April 13, 2026
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AI with Raspberry Pi

Paula Golden of the Broadcom Foundation and Philip Colligan, CEO of the Raspberry Pi Foundation, discussed their long-standing partnership to democratize access to computing and AI education for young people worldwide.

ASU+GSV 2026conference transcriptAI in Education
Paula Golden, Philip Colligan18 min read
April 13, 2026
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From Wedge to Leading Edge... Rahm Emanuel on the Education Reset

Former Ambassador Rahm Emanuel discusses his vision for education reform in America, drawing on his experience as Mayor of Chicago, White House Chief of Staff, and potential 2028 presidential candidate.

ASU+GSV 2026conference transcriptAI/ML
Rahm Emanuel, Michael Moe, Phyllis Lockett, Dr. Mahalia Hines32 min read
April 13, 2026
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Why Universities Are Building MCP Data Layers Before Deploying AI Agents

The universities scaling AI fastest share one trait: they built their MCP data layer first. Here's why the integration architecture matters more than the AI model you choose.

higher education AIMCPmodel context protocol
Jaione Amigot6 min read
April 13, 2026
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From Pilot to Platform: How Universities Are Deploying AI Agents Across Every Department

The AI pilot era is over. Universities that are winning the AI transition have moved from isolated chatbot experiments to institution-wide agentic infrastructure — with full data control and measurable outcomes.

higher educationAI agentsagentic AI
Mikel Amigot6 min read
April 12, 2026
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How Universities Are Building Institutional AI Memory with MCP in 2026

How forward-thinking universities are using the Model Context Protocol to connect their SIS, LMS, and CRM data into a unified AI memory layer — and why it matters for institutional competitive advantage in 2026.

higher education AIMCPModel Context Protocol
Mikel Amigot5 min read
April 11, 2026
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Why Agentic AI Programs Stall at Pilot — and the Architecture That Scales

67% of enterprises say security risk is their #1 blocker to scaling AI. This post diagnoses why agentic AI pilots succeed but scale fails — and what the architectural answer looks like.

enterprise AIagentic AIMCP
Jaione Amigot4 min read
April 10, 2026
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Meta Muse Spark and the Parallel Reasoning Architecture Shift

Meta's Muse Spark introduces parallel agent reasoning to frontier AI. Here's what the architecture means and why it changes how organizations should evaluate models.

AI modelsMetaparallel reasoning
Mikel Amigot5 min read
April 9, 2026
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Open-Source AI Just Beat Closed-Source on the Hardest Coding Benchmark

GLM-5.1 from Zai just scored 58.4 on SWE-Bench Pro — beating Claude Opus 4.6, GPT-5.4, and Gemini 3.1 Pro. Here's what the open-source surge means for organizations deploying AI agents.

open source AILLM benchmarkssoftware engineering
Mikel Amigot5 min read
April 8, 2026
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When AI Models Start Protecting Each Other: What Coalition Formation Means for Multi-Agent Deployment

A new study reveals frontier AI models form protective coalitions during collaborative tasks. Here's what it means for organizations deploying multi-agent systems.

ai agentsmulti-agent systemsAI governance
Blanca Amigot5 min read
April 7, 2026
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The AI Training Data Supply Chain Is More Fragile Than You Think

The Mercor data breach exposes a hidden vulnerability in how the world's most powerful AI models are built. Here's what organizations need to understand about the AI training data supply chain.

AI securitydata governanceenterprise AI
Miguel Amigot6 min read
April 6, 2026
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How Microsoft Purview Extends Data Governance to OpenClaw AI Agents

Microsoft Purview's data security capabilities now extend to enterprise AI apps — including OpenClaw instances registered through Microsoft Entra. Here's how the integration works and why it matters for organizations deploying AI agents at scale.

Microsoft PurviewOpenClawdata governance
Jaione Amigot6 min read
April 6, 2026
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Google Gemma 4 Switches to Apache 2.0: What This Means for Organizations Running Their Own AI

Google's Gemma 4 release under Apache 2.0 marks a turning point for organizations that want to run frontier-class AI on their own infrastructure. Here's what changed, why it matters, and how to evaluate open-weight models for production use.

open source AIGemma 4LLM deployment
Jaione Amigot6 min read
April 5, 2026
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AI Just Found a 23-Year-Old Linux Kernel Vulnerability — Here's What That Means for Security

An Anthropic researcher used Claude Code to discover a heap buffer overflow in the Linux kernel that went undetected for 23 years. This is what changes when AI agents start auditing critical infrastructure.

AI securityAI agentsvulnerability detection
Jaione Amigot5 min read
April 4, 2026
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What Anthropic's Claude Lockdown Teaches Us About Owning Your AI Infrastructure

Anthropic just restricted Claude subscriptions from third-party tools. Google's Gemma 4 went truly open-source. An AI agent found a 23-year-old Linux vulnerability. Three stories from one week that explain why organizations need to own their AI infrastructure.

vendor lock-inAI infrastructureLLM agnosticism
Jaione Amigot6 min read
April 4, 2026