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My AI Engineer NYC talk is live on YouTube! How we saved millions of dollars at @outrivalai

Link in bio at alvinpane.com

#aienyc

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Every student who enrolls at Dallas College gets an email and a transit pass. Chancellor Justin Lonon is testing a third thing: their own personalized AI agent, built with the students who will use it.

This year, personal AI agents went mainstream. Instinct and Meta’s Muse can now call businesses for you. @meta @muse

Soon every student will have two assistants. One is personal and knows their calendar, their inbox, and their family. The other comes from their school and knows their record, their deadlines, and the advisor who should step in next. The student’s agent won’t replace the school’s. It will talk to it. That starts in 2027.

Caring is the input. Performance is the output.

Full conversation with Chancellor Lonon on The New Normal. Link in bio @outrivalai

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Episode 4 of The New Normal is live with Chancellor David Andrews of UMass Global.

He told us the deployment he knows will be his most controversial take in higher ed: fully student-facing AI without human intervention. In his words, "We're not waiting for the technology. We're waiting for the fear to reduce."

We get into:

- Why higher ed is organized around faculty instead of students, and what that costs in the AI era

- Serial monogamy with instructors: what one professor learns about a student almost never transfers to the next, and no amount of AI fixes it without micro-level data

- His playbook for getting started: pilots with the coalition of the willing, then the pain point that touches 75 to 80% of the institution. You don't fail, you pivot

- Sorting vs serving: universities were built to sort out who's worthy. The future belongs to the ones that serve everybody
What sounds strange today is just early. Then it becomes the new normal.

Full episode at the link in bio.

#TheNewNormal #HigherEd #AI #AIAgents #UMassGlobal

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Miami is a young city. Founded by a woman. Come see us at 250. @mdcpresident #miami #miamidadecollege #flagler

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We brought a mic to AI Engineer World’s Fair, the largest AI conference in the world, and asked the top AI leaders one question:

What’s your advice for someone breaking into AI?

Introducing “Breaking into AI.” Over the next days and weeks we’ll be sharing insights from the conversations we had in San Francisco, to give you a lens into what’s happening on the inside of the AI world.

First up, Jason Liu, developer experience @openai

“if you want to have good taste, you have to eat”

#BreakingIntoAI

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The team at @outrivalai had a few words to share about how the rest of 2026 is going to go now that we have ended Q2 and are about to begin Q3. Get ready 💪🏾🚀

📸🎥 @shotbyrente

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Ended Q2 with @johnhenrystyle @timurm closing new customers, hiring @outrivalai 's new Head of Travel @jeffrey.herzfeld , new Head of Customer Success, new engineer sourced by my brother @chrisvasquez , Engineers shipping, DWM's obsessing over making our customers happy, and reflecting on our blessings at @carbonerestaurants @majorfoodgroup w/ the team. Proud of all of our hard work and excited to dominate the rest of 2026 to OutRival in 2027.

📸 @shotbyrente

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Had to call a U.S. Senator get a reservation. 😳

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🎬 Today, I'm launching The New Normal, @outrivalai 's new show with @timurm and @johnhenrystyle

A new video show featuring the leaders actually deploying AI in production at scale across higher ed, insurance, and travel.

Episode 1 is with @pennfoster CEO Kermit Cook. A 135-year-old company that started teaching coal miners in 1890 and now graduates 93,000+ learners a year. The 3rd largest "school district" in America. $1,500 per graduate. 1/40th the cost of public school.

Operators behind the work. Not the vendors. Not the pundits.

15 episodes scheduled. 7 already recorded. 15-30 more on the way. Bi-weekly cadence starts today.

So grateful to Kermit and the @pennfoster team for trusting us with Episode 1, and to everyone who's been part of this build. You know who you are.

🔗 link in bio

#TheNewNormal #OutRival #PennFoster #HigherEd #AIinHigherEd PodcastLaunch WorkforceEducation FutureOfHigherEd

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Life is Poker, Not Chess

cc thinking in bets @_annieduke

📷 @shotbyrente
📍 @knightcapchessclub

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not here to compete

#ai #yc #fyp

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Miami is not becoming a tech hub. Miami is one. This night was proof. Culture, capital, innovation.. AI, founders, investors, and conversations that reminded us that the future is indeed now. All my flowers to @pargett for curating one of the most intentional rooms I’ve been in in a long time.

Special love to my girl @fancyfied. Watching you in your element is always a reminder of what women in tech look like when they move with purpose, not permission. And you know it’s always the right room if @somuchgreen is in it.

Grateful to have shared space with people who are not waiting for the future to arrive, but actively creating it. Honored, inspired, and reminded: I am exactly where I belong 🌱

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