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.

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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.

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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.

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Agentic AI Blog

Field notes on agent architectures, LLM infrastructure, and what it costs to run AI you actually own — from the team deploying it for 1.6M+ users across 400+ organizations.

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ASU+GSV 2026conference transcript

Bull Market for Teachers... Architects of Human Potential

This session explored whether AI could create a "bull market" for teaching by making the profession more accessible, attractive, and effective, featuring Nonie Lesaux (Harvard), Aneesh Sohoni (Teach For America), and Aylon Samouha (Transcend).

Aneesh Sohoni, Nonie Lesaux, Aylon Samouha19 min read
ASU+GSV 2026conference transcript

Building with the Cool Kids: The New Architecture of Classroom Engagement

This panel of ed tech company leaders -- Ankit Gupta (Wayground/Quizizz), Bethlam Forsa (Savvas), and Sam Chaudhary (ClassDojo) -- discussed how classroom engagement is evolving through AI-powered personalization, multimodal input, and growing student agency.

Ankit Gupta, Bethlam Forsa, Sam Chaudhary33 min read
ASU+GSV 2026conference transcript

Coffee with Crow: Building A Future Where Everyone Can Work with AI

ASU+GSV 2026 Coffee with Crow session with Ben Pring and Steve Yadzinski of Jobs for the Future on building a future where everyone can work with AI.

Ben Pring, Steve Yadzinski (Jobs for the Future (JFF))39 min read
ASU+GSV 2026conference transcript

A Student-First, AI-Native Vision for the Future

A senior leader from Western Governors University (WGU) presented a comprehensive vision for how AI can fundamentally transform higher education from a provider-centered model to a learner-centered one.

Brian Hemphill, Jeremy Singer, Pradeep Khosla, Sian Beilock, Tim Cleary, JP Novin20 min read
ASU+GSV 2026conference transcript

Cage Match or Common Ground: Higher Ed, Skills, and AI

This session explored whether skills-based hiring and college degrees are mutually exclusive or complementary, moderated by Jane Swift with panelists Byron Auguste (Opportunity@Work) and Ted Mitchell (ACE).

Byron Auguste, Ted Mitchell, Jane Swift18 min read
ASU+GSV 2026conference transcript

But What are You Doing for YOUR Kids?

This panel, moderated by Patrick Methvin (Gates Foundation), brought together education leaders who are also parents -- Dacia Toll (CourseMojo), Michael Sorrell (Paul Quinn College), and Stephen Jull (Teach for All) -- to explore the disconnect betwe

Dacia Toll, Michael Sorrell, Stephen Jull, Patrick Youssef36 min read
enterprise AIMCP

Why Enterprise AI Integration Keeps Failing — And How MCP Fixes the Architecture

Most enterprise AI deployments fail at the integration layer, not the AI layer. The Model Context Protocol (MCP) is changing the architecture — and why it matters for every organization deploying AI at scale.

Jaione Amigot6 min read
ASU+GSV 2026conference transcript

Leading with Civility: From Hoosier Roots to Harvard Halls

Former Indiana Governor Eric Holcomb sat down with Bill Hansen in a fireside chat about leadership, civility, and the future of education and workforce development.

Eric Holcomb, Bill Hansen22 min read
ASU+GSV 2026conference transcript

MindUp with Goldie Hawn

Goldie Hawn and ASU College of Education Dean Carole Basile discuss the MindUp program, Hawn's evidence-based initiative teaching children about their brains as a foundation for emotional self-regulation and learning.

Goldie Hawn, Carole Basile, Deborah Quazzo23 min read
ASU+GSV 2026conference transcript

FIRE It Up...

FIRE (Foundation for Individual Rights and Expression) president Greg Lukianoff speaks with Studium founder Olivia Gross about the crisis of free speech in education and its intersection with AI.

Greg Lukianoff, Olivia Gross21 min read
ASU+GSV 2026conference transcript

Career-Connected Learning

This panel on career-connected learning featured CEOs from four education companies -- James Rhyu (Stride), Jamie Candee (Edmentum), Krishna Kumar (Simplilearn), and Steve Daly (Instructure) -- moderated by Tony Won (Reach Capital).

James Rhyu, Jamie Candee, Krishna Kumar, Steve Daly37 min read
ASU+GSV 2026conference transcript

A National Imperative… Jim Shelton on the Work of Opportunity in the Age of AI

Jim Shelton, CEO of Blue Meridian Partners, delivers a sobering keynote framing AI not as a standalone threat but as an "accelerator" pouring gasoline on a pre-existing fire of declining economic mobility.

Jim Shelton18 min read
ASU+GSV 2026conference transcript

Coffee with Crow: Future-Ready Nations: Education as Economic Strategy

ASU President Michael Crow leads a conversation with former Korean Education Minister Lee Ju-ho, Kazakhstan Science and Higher Education Minister Sayasat Nurbek, and global university builder Doug Becker (Cintana Education) on education as a national economic strategy.

Jon Ford29 min read
ASU+GSV 2026conference transcript

AI is the New Key to Unlocking the American Dream

This panel brought together Taylor Stockton (DOL Chief Innovation Officer), Josh Allen (Walmart Academy), and Naria Santa Lucia (Microsoft Elevate) to discuss AI's impact on the labor economy and workforce.

Josh Allen, Naria Santa Lucia, Taylor Stockton41 min read
ASU+GSV 2026conference transcript

What Do Kids Need to Learn in the Age of AI?

A panel featuring education experts Kaya Henderson and Rick Hess debates what students actually need to learn in the age of AI, drawing on interviews with over 60 experts conducted by the Learning Commons foundation.

Kaya Henderson, Rick Hess, moderator from Learning Commons20 min read
ASU+GSV 2026conference transcript

Connected Intelligence: The AI Network Effect in Higher Ed

Lisa Gevelber of Grow with Google announces what she describes as Google's largest-ever commitment to AI in education: free AI training for all six million U.S.

Lisa Gevelber7 min read
ASU+GSV 2026conference transcript

Can't We Be Friends...It's Not People, It's Parties...Coming Together

ASU+GSV 2026 conversation between former U.S. Secretaries of Education Margaret Spellings and Arne Duncan (Emerson Collective), moderated by Ben Wallerstein (Whiteboard Advisors), on bipartisan common ground in education.

Margaret Spellings, Arne Duncan, Ben Wallerstein20 min read
ASU+GSV 2026conference transcript

Coffee with Crow: The AI Roadmap Ahead: Pro Human Learning & Work

ASU+GSV 2026 Coffee with Crow: ASU President Michael Crow with will.i.am (FYI.AI) and Sonya Christian (California Community Colleges Chancellor) on the AI roadmap for higher education.

Michael Crow, will.i.am, Sonya Christian32 min read
ASU+GSV 2026conference transcript

Actors + Math Stars = Building a Thought Full World

ASU+GSV 2026 session with Po-Shen Loh, Carnegie Mellon professor, Expii founder, and former U.S. International Math Olympiad coach, on building a thought-leadership pipeline from actors to math stars.

Po-Shen Loh21 min read
ASU+GSV 2026conference transcript

Class Disrupted Live: Reed Hastings on the AI-Powered Future of Learning

Reed Hastings, speaking from the board of Anthropic and 25+ years of education work, delivered a sweeping assessment of what has and hasn't worked in education reform.

Reed Hastings, Michael Horn, Diane Tavenner22 min read
ASU+GSV 2026conference transcript

Burning Traditional Learning... Here Comes the Disruptors

A provocative lunchtime panel moderated by Larry Chu (Goodwin) pitted three EdTech leaders against each other on what's worth saving and what's worth burning down in traditional education.

Adeel Khan, Connor Zwick, David Rogier, Larry Chu24 min read
ASU+GSV 2026conference transcript

State Chiefs on Leadership — Aimee Guidera (ASU+GSV)

Former Virginia education secretary Aimee Guidera joins a candid ASU+GSV 2026 panel of state education chiefs on system leadership, reform, and hard-won lessons.

Aimee Guidera, Deborah Gist, Dr. Christina Grant, Angélica Infante-Green32 min read
ASU+GSV 2026conference transcript

State Chiefs on Leadership — Angélica Infante-Green

Rhode Island commissioner Angélica Infante-Green joins a candid ASU+GSV 2026 panel of state education chiefs on system leadership, reform, and lessons learned.

Angélica Infante-Green, Aimee Guidera, Deborah Gist, Dr. Christina Grant32 min read
ASU+GSV 2026conference transcript

One Civic Mission, Many Paths: State Leaders on the Future of Civics

This panel brought together state education leaders from Indiana, Massachusetts, New York, and Utah to discuss the current state of civics education across the country.

Betty A. Rosa, Katie Jenner35 min read

About Agentic AI 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.