# Conferences

> Source: https://ibl.ai/blog/category/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.

## Articles (91)

- [PE Firms Put AI Agents in Healthcare. The Data Comes First](https://ibl.ai/blog/private-equity-healthcare-ai-agents-data-comes-first) — Private equity sponsors are putting AI agents into healthcare revenue cycle companies, from R1 under TowerBrook and CD&R to New Mountain's Smarter Technologies. The most specific sponsor-published result we found, Partners Group's 120 bps margin uplift at an insurance brokerage, was built on a clean proprietary dataset, and KPMG lists fragmented, unstructured data among the main bottlenecks. The data is the prerequisite, and who owns it decides what is left at exit.
- [Meta Open-Sourced Agent Hardware. Own the Layer Above](https://ibl.ai/blog/open-source-agent-hardware-meta-muse-gadgets-enterprise) — Meta released Muse Gadgets on October 2, 2026: Apache 2.0 ESP32 firmware and a Linux SDK that turn a few dollars of hardware into an endpoint for its Muse agent. When the device stops being the moat, the question for every enterprise is which layer it actually owns.
- [AI Agents Do Licensed Work. Liability Law Doesn't Fit.](https://ibl.ai/blog/ai-agent-liability-clinical-legal-professional-doctrines) — Agents now draft motions and reason across clinical documents — work that is licensed when a human does it. Product liability assumes a defect, professional liability assumes a licensed practitioner, and agency law reaches non-human agents only partway. At least seven states have answered by prohibiting AI therapy; the Cicero Institute proposes licensing the service instead.
- [India Is Building Public AI Rails the Way It Built UPI](https://ibl.ai/blog/india-global-fintech-fest-agentic-ai-government-finance) — India's 7th Global Fintech Fest ran 8-11 September 2026 in Mumbai. NPCI shipped AiNxt as Apache-2.0 agent tooling, and RBI's FREE-AI report puts shared AI infrastructure in its first pillar.
- [A Court Struck a Deutsche Bank Brief Over Fake AI Cites](https://ibl.ai/blog/deutsche-bank-law-firm-ai-hallucinated-citations-retrieval) — On September 3, 2026 the D.C. Court of Appeals struck a brief filed for Deutsche Bank National Trust Co. because four cited cases did not exist. It is one of more than 1,148 such US filings.
- [Ally Built Six AI Customers Before Shipping](https://ibl.ai/blog/ally-bank-ai-agent-personas-customer-research) — Ally's Personas project built six AI agent personas modeled on its 11M+ customers, so teams can gather user feedback instantly instead of waiting on a research cycle. The interesting part is the inversion: most enterprises deploy AI to serve customers, not to understand them first.
- [Agent Sprawl Is a Board Issue. Most Cannot Count Theirs.](https://ibl.ai/blog/agent-sprawl-board-issue-enterprises-cannot-count-agents) — 96% of enterprises run AI agents and only 12% have a centralized way to manage them. SAP, Gartner, AWS and OutSystems all published the same gap this year: deployment outran inventory. The fix is an owned control plane, and the registry has to sit inside your perimeter.
- [South Korea Is Publishing Its Sovereign AI Scores. That's the Story.](https://ibl.ai/blog/south-korea-sovereign-ai-procurement-citizen-evaluation) — South Korea's Ministry of Science and ICT published second-phase scores for its sovereign AI foundation model project on 27 August 2026, with SK Telecom leading on 70.6 points. The evaluation includes a demographically weighted citizen panel — and that procurement method, more than the model, is the part other governments should copy.
- [The Question at the Agentic AI Summit Was Governance, Not Adoption](https://ibl.ai/blog/agentic-ai-summit-2026-governing-agents-at-scale) — The Agentic AI Summit at UC Berkeley drew 5,000+ attendees, and the enterprise conversation had visibly moved: not whether to adopt agents, but how to govern hundreds of them across dozens of departments.
- [Why AI Agent Infrastructure Matters More Than the Model You Choose](https://ibl.ai/blog/ai-agent-infrastructure-matters-more-than-the-model) — HappyRobot's $150M Series C and OpenWALDO's launch landed in the same week and point at the same conclusion: the enterprises winning at AI are not picking better models, they are building infrastructure they own.
- [K-12 AI Agent Governance Can't Be Borrowed from Enterprise](https://ibl.ai/blog/k12-ai-agent-governance-not-borrowed-from-enterprise) — Districts are adopting enterprise AI governance templates wholesale, and the templates were written for a population that can consent. This post maps each enterprise control to why it fails for minors, sets out grade-band guardrail requirements, and reads the Kimi K3 sandbox escape for what it means on a school network.
- [Self-Hosted Voice AI Agents for Hospital Health Systems](https://ibl.ai/blog/self-hosted-voice-ai-agents-hospital-health-systems) — What it actually costs to run outbound voice AI agents on hospital-owned infrastructure, which BAAs you still need, and where PHI travels during an AI phone call.
- [Why 94% of Government AI Pilots Stall — And What Sovereign Infrastructure Changes](https://ibl.ai/blog/government-ai-deployment-gap-sovereign-infrastructure) — New research shows only 6% of organizations have deployed AI to production. Government agencies face even steeper odds — but sovereign AI infrastructure built on ownership, not licensing, is closing the gap.
- [Why the Transformer Co-Author's Move to OpenAI Should Reshape How Universities Think About AI Infrastructure](https://ibl.ai/blog/transformer-coauthor-openai-university-ai-infrastructure) — Noam Shazeer's move from Google to OpenAI signals that the next AI architectural shift is imminent. Universities locked into single-vendor AI platforms risk building on foundations that could become obsolete overnight.
- [Why Government Agencies Need an Agent Operating System](https://ibl.ai/blog/government-ai-agent-operating-system-not-just-tools) — 71% of enterprise teams say running AI agents costs more than building them. For government agencies with strict security and compliance requirements, the gap is even wider. Here is why the solution is an operating system, not another tool.
- [MagicSchool Alternative: District-Owned K-12 AI on Your Infrastructure](https://ibl.ai/blog/magicschool-alternative) — 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.
- [SUNY CIT 2026: Empowering Students and Faculty With Owned AI](https://ibl.ai/blog/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.
- [After Google I/O 2026, Universities Need to Make an AI Infrastructure Decision](https://ibl.ai/blog/after-google-io-2026-universities-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.
- [District-Controlled AI for K-12 Schools, Done Safely](https://ibl.ai/blog/district-controlled-ai-for-k-12-schools) — 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.
- [The NextGen Law Firm Runs Its Own AI](https://ibl.ai/blog/nextgen-sovereign-ai-law-firms-legal) — Law firms outsourced research to Westlaw and document management to the cloud. Outsourcing AI — which processes privileged data — is a fundamentally different decision.
- [The AI Governance Mirage: Why Enterprises Are Building Control Planes From Scratch](https://ibl.ai/blog/enterprise-ai-governance-control-plane-2026) — 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.
- [How Enterprise Teams Are Replacing AI Chatbots with Autonomous Agent Architectures in 2026](https://ibl.ai/blog/enterprise-ai-agents-replacing-chatbots-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.
- [Becoming Is a Journey: Young Adults Charting Their Paths](https://ibl.ai/blog/arnaud-turner-roadtrip-nation-becoming-is-a-journey-young-adults-asu-gsv-2026) — 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.
- [Powered by Curiosity: Designing Learning for the Age of AI](https://ibl.ai/blog/brian-johnsrud-adobe-powered-by-curiosity-designing-learning-for-asu-gsv-2026) — 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.
- [Democrats Finding the Plot on Education...How Did We Get Here?](https://ibl.ai/blog/abigail-hollingsworth-bank-of-america-democrats-finding-the-plot-on-education-asu-gsv-2026) — ASU+GSV 2026 panel with Abigail Hollingsworth (Bank of America), Claire Zau (GSV Ventures), Jermall Wright (Little Rock School District), and Zach Hrynowski (Gallup) on where education policy stands and how it got here.
- [At the Speed of AI – Personalizing Knowledge for 8 Billion People](https://ibl.ai/blog/andrew-grauer-quillbot-at-the-speed-of-ai-personalizing-asu-gsv-2026) — 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
- [Bull Market for Teachers... Architects of Human Potential](https://ibl.ai/blog/aneesh-sohoni-teach-for-america-bull-market-for-teachers-architects-of-asu-gsv-2026) — 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).
- [Building with the Cool Kids: The New Architecture of Classroom Engagement](https://ibl.ai/blog/ankit-gupta-wayground-quizizz-building-with-the-cool-kids-the-asu-gsv-2026) — 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.
- [Coffee with Crow: Building A Future Where Everyone Can Work with AI](https://ibl.ai/blog/ben-pring-jobs-for-the-future-coffee-with-crow-building-a-future-asu-gsv-2026) — 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.
- [A Student-First, AI-Native Vision for the Future](https://ibl.ai/blog/brian-hemphill-old-dominion-university-a-student-first-ai-native-vision-asu-gsv-2026) — 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.
- [Cage Match or Common Ground: Higher Ed, Skills, and AI](https://ibl.ai/blog/byron-auguste-opportunity-work-cage-match-or-common-ground-higher-asu-gsv-2026) — 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).
- [But What are You Doing for YOUR Kids?](https://ibl.ai/blog/dacia-toll-coursemojo-but-what-are-you-doing-for-asu-gsv-2026) — 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
- [Leading with Civility: From Hoosier Roots to Harvard Halls](https://ibl.ai/blog/eric-holcomb-51st-governor-of-indiana-leading-with-civility-from-hoosier-roots-asu-gsv-2026) — 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.
- [MindUp with Goldie Hawn](https://ibl.ai/blog/goldie-hawn-mindup-with-goldie-hawn-asu-gsv-2026) — 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.
- [FIRE It Up...](https://ibl.ai/blog/greg-lukianoff-fire-fire-it-up-asu-gsv-2026) — 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.
- [Career-Connected Learning](https://ibl.ai/blog/james-rhyu-stride-career-connected-learning-asu-gsv-2026) — 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).
- [A National Imperative… Jim Shelton on the Work of Opportunity in the Age of AI](https://ibl.ai/blog/jim-shelton-a-national-imperative-jim-shelton-on-asu-gsv-2026) — 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.
- [Coffee with Crow: Future-Ready Nations: Education as Economic Strategy](https://ibl.ai/blog/jon-ford-google-public-sector-coffee-with-crow-future-ready-nations-asu-gsv-2026) — 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.
- [AI is the New Key to Unlocking the American Dream](https://ibl.ai/blog/josh-allen-walmart-ai-is-the-new-key-to-asu-gsv-2026) — 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.
- [What Do Kids Need to Learn in the Age of AI?](https://ibl.ai/blog/kaya-henderson-former-dc-chancellor-of-education-what-do-kids-need-to-learn-asu-gsv-2026) — 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.
- [Connected Intelligence: The AI Network Effect in Higher Ed](https://ibl.ai/blog/lisa-gevelber-grow-with-google-connected-intelligence-the-ai-network-effect-asu-gsv-2026) — 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.
- [Can't We Be Friends...It's Not People, It's Parties...Coming Together](https://ibl.ai/blog/margaret-spellings-former-us-sec-of-ed-cant-we-be-friends-its-not-asu-gsv-2026) — 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.
- [Coffee with Crow: The AI Roadmap Ahead: Pro Human Learning & Work](https://ibl.ai/blog/michael-crow-asu-president-coffee-with-crow-the-ai-roadmap-asu-gsv-2026) — 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.
- [Actors + Math Stars = Building a Thought Full World](https://ibl.ai/blog/po-shen-loh-carnegie-mellon-actors-math-stars-building-a-thought-asu-gsv-2026) — 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.
- [Class Disrupted Live: Reed Hastings on the AI-Powered Future of Learning](https://ibl.ai/blog/reed-hastings-anthropic-board-class-disrupted-live-reed-hastings-on-asu-gsv-2026) — 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.
- [Burning Traditional Learning... Here Comes the Disruptors](https://ibl.ai/blog/adeel-khan-magicschool-ai-burning-traditional-learning-here-comes-the-asu-gsv-2026) — 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.
- [State Chiefs on Leadership — Aimee Guidera (ASU+GSV)](https://ibl.ai/blog/aimee-guidera-former-va-sec-of-ed-from-experience-to-insight-state-chiefs-asu-gsv-2026) — 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.
- [State Chiefs on Leadership — Angélica Infante-Green](https://ibl.ai/blog/angelica-infante-green-ri-doe-from-experience-to-insight-state-chiefs-asu-gsv-2026) — Rhode Island commissioner Angélica Infante-Green joins a candid ASU+GSV 2026 panel of state education chiefs on system leadership, reform, and lessons learned.
- [One Civic Mission, Many Paths: State Leaders on the Future of Civics](https://ibl.ai/blog/betty-a-rosa-ny-state-ed-dept-one-civic-mission-many-paths-state-asu-gsv-2026) — 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.
- [Turning Goals Into Scalable Systems: Statewide Career Navigation in Action](https://ibl.ai/blog/brent-haken-oklahoma-dcte-turning-goals-into-scalable-systems-statewide-asu-gsv-2026) — This panel explored the practical challenges of building statewide career navigation systems that actually reach students.
- [From Content to Conversation](https://ibl.ai/blog/charles-westrin-bcg-u-from-content-to-conversation-asu-gsv-2026) — Victor Riparbelli, CEO and co-founder of Synthesia, presented the evolution of AI video from simple avatar-based content creation to interactive "Video Agents" that transform learning from passive consumption to two-way conversation.
- [Are You AI Ready?](https://ibl.ai/blog/david-marchick-american-university-are-you-ai-ready-asu-gsv-2026) — David Marchick, Dean of the Kogod School of Business at American University, presented a detailed case study of how Kogod became what Bloomberg recognized as the first "AI-first" business school in the world.
- [What It Means to Be an American — and What It Requires of Us at This Moment](https://ibl.ai/blog/ellen-dollarhide-mccoy-ronald-reagan-institute-what-it-means-to-be-an-asu-gsv-2026) — This panel explores the state of American democracy and civic education 250 years after the nation's founding, featuring Eric Liu (Citizen University), Ellen Dollarhide McCoy (Ronald Reagan Institute), Louise Dubé (iCivics), and Julie Lammers (Britebound).
- [Clear Eyes, Full Hearts, Can't Lose... Texas Education Policy](https://ibl.ai/blog/f-mike-miles-houston-isd-clear-eyes-full-hearts-cant-lose-asu-gsv-2026) — This panel showcased Texas as a national model for place-based education partnerships, featuring F. Mike Miles (Houston ISD superintendent), Todd Williams (Commit Partnership), Jeff Edmonson (Ballmer Group), and Anne Wicks (Bush Institute) as moderator.
- [Meeting Education's Fierce Urgency of Now: A Conversation with Geoff Canada](https://ibl.ai/blog/geoffrey-canada-harlem-childrens-zone-meeting-educations-fierce-urgency-of-now-asu-gsv-2026) — 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.
- [Multiple Choice... What's Love Got to Do With It?](https://ibl.ai/blog/jason-van-heukelum-winchester-public-schools-multiple-choice-whats-love-got-to-asu-gsv-2026) — 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.
- [Accelerator Announcement with Jonathan Hage](https://ibl.ai/blog/jonathan-hage-accelerator-announcement-with-jonathan-hage-asu-gsv-2026) — Jonathan Hage announced the launch of "Launched," described as the world's first true education innovation marketplace.
- [Beg, Borrow or Steal…A New American Talent System for an AI Disrupted World](https://ibl.ai/blog/joseph-fuller-harvard-business-school-beg-borrow-or-steal-a-new-asu-gsv-2026) — 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.
- [Beyond the Novelty: Evaluating AI-Powered Career Navigation Tools](https://ibl.ai/blog/julia-dixon-esai-beyond-the-novelty-evaluating-ai-powered-asu-gsv-2026) — A five-person panel moderated by Rowan Trollope (BrightBound) explored how AI-powered career navigation tools can reduce inequalities rather than reinforce them.
- [Disagreeing Better](https://ibl.ai/blog/julia-minson-harvard-disagreeing-better-asu-gsv-2026) — 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
- [We the Poets… A Civic Performance by Lemon Andersen](https://ibl.ai/blog/lemon-andersen-we-the-poets-a-civic-performance-asu-gsv-2026) — 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.
- [Creating Alpha in Education](https://ibl.ai/blog/mackenzie-alpha-school-creating-alpha-in-education-asu-gsv-2026) — Mackenzie (Alpha School founder) and Austin (Gauntlet AI founder) described two radical approaches to education built from first principles.
- [May The Force Be With You Championing Diversity](https://ibl.ai/blog/may-the-force-be-with-you-asu-gsv-2026) — 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.
- [FUSION with Michael Moe](https://ibl.ai/blog/michael-moe-gsv-fusion-with-michael-moe-asu-gsv-2026) — 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.
- [AI with Raspberry Pi](https://ibl.ai/blog/paula-golden-broadcom-foundation-ai-with-raspberry-pi-asu-gsv-2026) — 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.
- [From Wedge to Leading Edge... Rahm Emanuel on the Education Reset](https://ibl.ai/blog/rahm-emanuel-from-wedge-to-leading-edge-rahm-asu-gsv-2026) — 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.
- [AI Just Found a 23-Year-Old Linux Kernel Vulnerability — Here's What That Means for Security](https://ibl.ai/blog/ai-found-23-year-linux-vulnerability) — 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.
- [Claw Agents for K-12: 12 AI Agents for Schools and Districts](https://ibl.ai/blog/claw-agents-k12-12-ai-agents-for-schools) — 12 pre-built K-12 agent configurations for OpenClaw and NemoClaw. Cover tutoring, lesson planning, assessment creation, writing feedback, special education support, student safety, and family communication.
- [Supply-Chain Attacks and AI Security Agents: Why Owning Your AI Infrastructure Is No Longer Optional](https://ibl.ai/blog/supply-chain-attacks-ai-security-own-infrastructure) — A major supply-chain attack on LiteLLM and Google's new AI security agents at RSA 2026 reveal the same truth: organizations need to own and control their AI infrastructure.
- [Memory and Skills: What Turns an Agent Loop into a Real AI Agent](https://ibl.ai/blog/memory-and-skills-what-turns-an-agent-loop-into-a-real-ai-agent) — An agent with no memory forgets everything between sessions. An agent with no skills can only use its built-in tools. Add both and you get something you would actually use every day. Here is how memory and skills work across the claw ecosystem.
- [Why LLM-Agnostic Architecture Is the Only Future-Proof Strategy for AI in Higher Education](https://ibl.ai/blog/llm-agnostic-architecture-future-proof-higher-education) — Hard-wiring a single AI model into your edtech stack is a ticking time bomb. Here's the technical case for LLM-agnostic architecture — and how it changes what's possible for universities.
- [Why AI Architecture Matters More Than AI Capability](https://ibl.ai/blog/why-ai-architecture-matters-more-than-ai-capability) — Microsoft's AI chief says white-collar automation is 12 months away. But the real challenge isn't whether AI can do the work — it's whether institutions can deploy AI within the constraints that actually matter: privacy, pedagogy, and control.
- [AI Agent Management: How to Run AI Agents at Scale](https://ibl.ai/blog/ai-agent-management-running-agents-at-scale) — Practical guidance for managing, monitoring, and scaling AI agents in production environments.
- [University Events AI Agent: Seamless Experiences, Less Admin](https://ibl.ai/blog/building-a-vertical-ai-agent-for-university-events-seamless-experiences-less-administration) — Universities run thousands of events annually. A purpose-built AI agent can handle logistics so event staff can focus on creating memorable experiences.
- [ibl.ai at GWU for Student Success and Faculty Support: 85% Cheaper than ChatGPT and 75% Cheaper than Microsoft Copilot](https://ibl.ai/blog/iblai-at-gwu-for-student-success-and-faculty-support-85-cheaper-than-chatgpt-and-75-cheaper-than-microsoft-copilot) — At George Washington University, Professor Lorena A. Barba and ibl.ai deployed a customizable, course-grounded AI agent—an 85% cheaper, faculty-led alternative to ChatGPT and Microsoft Copilot—empowering educators with full control, transparency, and measurable impact on student success.
- [ibl.ai Weekly Update — Week of November 7, 2025](https://ibl.ai/blog/iblai-weekly-update-week-of-november-7-2025) — Weekly platform update for the week of November 7, 2025, covering Featured Agents & Discovery, File Uploads, Proactive Agent Notifications, Google Calendar Toolkit, Personalized Agent Endpoint, Deeper RBAC Coverage, Unified RBAC Management, and Instructor Workspace—plus partner spotlights with NVIDIA and Georgetown University.
- [ibl.ai Powers MedStar Health-Georgetown AI CoLab and DAIMLAS Universal “AI for Health” Summit](https://ibl.ai/blog/iblai-powers-medstar-health-georgetown-ai-colab-and-daimlas-universal-ai-for-health-summit) — Announcement of ibl.ai’s sponsorship and delivery of the Universal “AI for Health” Summit AI Assistant—an event-specific, conversational guide that helps MedStar Health–Georgetown attendees navigate agenda, locations, logistics, and session content before, during, and after the conference.
- [AI Agents for University Events: Seamless Experiences, Less Administration](https://ibl.ai/blog/ai-agents-for-university-events-seamless-experiences-less-administration) — Universities run thousands of events yearly. AI agents handle logistics so event staff can focus on creating memorable experiences.
- [Standards That Matter (LTI, xAPI): Why Education-Native Plumbing Beats Generic Chat](https://ibl.ai/blog/standards-that-matter-lti-xapi-why-education-native-plumbing-beats-generic-chat) — A practical look at how LTI and xAPI turn AI from “just a chatbot” into a campus-ready agent platform—and why ibl.ai’s education-native plumbing outperforms general-purpose chat tools.
- [Weekly Platform Updates — October 6, 2025](https://ibl.ai/blog/weekly-platform-updates-october-6-2025) — Weekly platform update for October 6, 2025, featuring In-Chat Uploads, Instructor Safety Controls, and the Instructor History Panel—plus a spotlight on the Italian-Speaking Community Agent and the ibl.ai × Morehouse College partnership.
- [ibl.ai: An AI Operating System for Educators](https://ibl.ai/blog/iblai-an-ai-operating-system-for-educators) — A practical blueprint for an on-prem, LLM-agnostic AI operating system that lets universities personalize learning with campus data, empower faculty with control and analytics, and give developers a unified API to build agentic apps.
- [ibl.ai Evidence of Impact](https://ibl.ai/blog/iblai-evidence-of-impact) — An academic analysis of the ibl.ai platform — the learning theories behind its design, the features that drive student engagement, and documented learning outcomes from deployments at GWU, Morehouse, and Syracuse.
- [Seamless LTI Deep Linking in Canvas, Brightspace and Blackboard with ibl.ai](https://ibl.ai/blog/seamless-lti-deep-linking-in-canvas-brightspace-and-blackboard-with-iblai) — A step-by-step walkthrough of how ibl.ai supports LTI Deep Linking in Canvas, Brightspace, Blackboard, and other compliant LMS platforms—allowing instructors to embed AI agents directly into courses with minimal setup and a seamless launch experience.
- [Per-Course and Per-Student AI Agents on ibl.ai](https://ibl.ai/blog/per-course-and-per-student-mentors-on-iblai) — How ibl.ai enables per-course and per-student assistants that answer with cited sources, follow instructor-defined pedagogy, and respect domain-specific safety—so campuses get precision, transparency, and control without the complexity.
- [Cited Answers By Design with ibl.ai](https://ibl.ai/blog/cited-answers-by-design-with-iblai) — An overview of ibl.ai’s Document Retrieval—answers that cite the exact lecture/slide/page, a ranked Source Panel that updates as you chat, one-click opening of the originals, and admin-level visibility controls—so campuses get transparent AI that teaches students to verify claims and helps faculty keep content governance simple.
- [Roman vs. Greek Experimentation: Pilot-First Framework](https://ibl.ai/blog/roman-vs-greek-experimentation-pilot-first-framework) — A practical, pilot-first framework—“Roman vs. Greek” experimentation—for universities to gather evidence through action, de-risk AI decisions, and scale what works using model-agnostic, faculty-governed deployments.
- [North-West University: Exploring AI-Driven Conversations as Dynamic OER for Self-Directed Learners](https://ibl.ai/blog/north-west-university-exploring-ai-driven-conversations-as-dynamic-oer-for-self-directed-learners) — The paper proposes that AI-powered conversations, like those from ChatGPT, can serve as dynamic and personalized open educational resources to support self-directed learning, while highlighting challenges such as ethical concerns and the need for proper teacher training and infrastructure.
- [How ibl.ai Integrates with Grok](https://ibl.ai/blog/how-iblai-integrates-with-grok) — ibl.ai connects to xAI’s OpenAI-compatible endpoint, so a course can swap between Grok-3, Grok-1.5, the vision-enabled Grok-1.5V, or the self-hostable 314B-parameter Grok-1 with an API key or internal URL change — while routing, safety filters, and token dashboards keep sensitive data on your own infrastructure.
- [Bain & Company: Nvidia GTC 2025 – AI Matures into Enterprise Infrastructure](https://ibl.ai/blog/bain-company-nvidia-gtc-2025-ai-matures-into-enterprise-infrastructure) — Nvidia's GTC 2025 shows that AI has moved from experimental projects to a core element of enterprise infrastructure. Companies are shifting focus to clean, connected data while using AI not only to analyze but also to generate insights. Smaller, specialized AI models, along with semi-autonomous systems with human oversight, are becoming standard. Additionally, tools like digital twins and simulation platforms are being widely adopted to enhance decision-making and cross-functional collaboration.
- [AI Action Summit: The International Scientific Report on the Safety of Advanced AI](https://ibl.ai/blog/ai-action-summit-the-international-scientific-report-on-the-safety-of-advanced-ai) — The report examines the rapid progress and associated risks of advanced AI, highlighting technical challenges, energy demands, cybersecurity threats, potential misuse, and systemic issues. It stresses the need for responsible development, inclusive risk management, and refined policy-making to balance AI’s benefits with its inherent dangers.
- [Cambridge: How Educators Can Help Future Learners Outwit the Robots](https://ibl.ai/blog/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.

## Other categories

- [AI Agents](https://ibl.ai/blog/category/ai-agents)
- [LLM Infrastructure](https://ibl.ai/blog/category/llm-infrastructure)
- [Enterprise AI](https://ibl.ai/blog/category/enterprise-ai)
- [Developer Tools](https://ibl.ai/blog/category/developer-tools)
- [Industry](https://ibl.ai/blog/category/industry)