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.

Conferences

Transcripts and key takeaways from major education and AI conferences including ASU+GSV Summit.

Full transcripts and key takeaways from leading education and AI conferences. Watch the sessions, read the highlights, and explore insights from top speakers at events like the ASU+GSV Summit.

75 articles in this category

ibl.ai logo

MagicSchool Alternative: District-Owned K-12 AI on Your Infrastructure

MagicSchool runs in MagicSchool's cloud and prices per teacher. ibl.ai is the district-controlled alternative: runtime executes inside the district's VPC, FERPA-protected student data stays inside the district, no per-teacher or per-student tax, multilingual via Qwen 3.

Mikel AmigotJune 1, 2026
ibl.ai logo

SUNY CIT 2026: Empowering Students and Faculty With Owned AI

ibl.ai is at SUNY CIT 2026 in Stony Brook, where SUNY's Deepa Deshpande and Audeliz Matías present research-based findings on empowering students and faculty with AI the institution owns.

Jaione AmigotMay 27, 2026
ibl.ai logo

After Google I/O 2026, Universities Need to Make an AI Infrastructure Decision

Google I/O 2026 just rewrote the enterprise AI playbook. Here's what it means for universities that have been quietly deferring their AI infrastructure decisions.

Jaione AmigotMay 26, 2026
ibl.ai logo

District-Controlled AI for K-12 Schools, Done Safely

The blocker for AI in K-12 isn't whether it works — it's student data and safety. Here is what district-controlled AI looks like: COPPA and FERPA compliant, grade-band moderation, and student data that never leaves the district.

Blanca AmigotMay 23, 2026
ibl.ai logo

The NextGen Law Firm Runs Its Own AI

Law firms outsourced research to Westlaw and document management to the cloud. Outsourcing AI — which processes privileged data — is a fundamentally different decision.

Miguel AmigotMay 11, 2026
ibl.ai logo

The AI Governance Mirage: Why Enterprises Are Building Control Planes From Scratch

72% of enterprises believe they have adequate AI governance. VentureBeat's Q1 2026 research says most don't. Here's what the organizations getting it right are doing differently.

Mikel AmigotApril 23, 2026
ibl.ai logo

How Enterprise Teams Are Replacing AI Chatbots with Autonomous Agent Architectures in 2026

The Stanford AI Index 2026 confirmed what enterprise leaders are learning the hard way: autonomous agents now outperform expectations, but most organizations are still buying chatbots. Here's what the shift to agentic architecture actually looks like in practice.

Mikel AmigotApril 22, 2026
ibl.ai logo

Becoming Is a Journey: Young Adults Charting Their Paths

This session showcases Road Trip Nation's partnership with Brightbound to bring career exploration to middle school students through a PBS documentary and scalable digital tools.

Arnaud Turner, Catherine Alves, Joana PonceApril 15, 2026
ibl.ai logo

Powered by Curiosity: Designing Learning for the Age of AI

This panel challenged the ASU+GSV conference itself, asking whether the education technology community is too focused on solutions and not enough on the enduring human values of curiosity, creativity, and child development.

Brian Johnsrud, Gabrielle Rosemond, Will Ji, Dan QuineApril 15, 2026
ibl.ai logo

Democrats Finding the Plot on Education...How Did We Get Here?

Former Rhode Island Governor and U.S.

Abigail Hollingsworth, Claire Zau, Jermall Wright, Zach Hrynowski, Zach HrynowskiApril 14, 2026
ibl.ai logo

At the Speed of AI – Personalizing Knowledge for 8 Billion People

This StarTrack panel featured founders of three breakout AI companies -- Connor Zwick (Speak), Andrew Grauer (Quillbot), and Victor Riparbelli (Synthesia) -- moderated by Claire Zau (GSV Ventures), discussing why they chose to build in education desp

Andrew Grauer, Connor Zwick, Victor Riparbelli, Claire ZauApril 14, 2026
ibl.ai logo

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 SamouhaApril 14, 2026
ibl.ai logo

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 ChaudharyApril 14, 2026
ibl.ai logo

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

A panel featuring former U.S.

Ben Pring, Steve Yadzinski (Jobs for the Future (JFF))April 14, 2026
ibl.ai logo

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 NovinApril 14, 2026
ibl.ai logo

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 SwiftApril 14, 2026
ibl.ai logo

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 YoussefApril 14, 2026
ibl.ai logo

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 HansenApril 14, 2026
ibl.ai logo

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 QuazzoApril 14, 2026
ibl.ai logo

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 GrossApril 14, 2026
ibl.ai logo

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 DalyApril 14, 2026
ibl.ai logo

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 SheltonApril 14, 2026
ibl.ai logo

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 FordApril 14, 2026
ibl.ai logo

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 StocktonApril 14, 2026