❤️‍🔥LAUNCH ANNOUNCEMENT: MODEL-3 by Personal AI, the first no-code platform enabling businesses to rapidly train and deploy specialized AI teams. Organizations can now CREATE, TRAIN, and ORCHESTRATE AI teammates with deep proprietary knowledge, delivering 10x productivity gains at 1/10th of the cost. Each AI team member is based on a Persona with a specific function, deep proprietary knowledge in their area, and agentic capabilities for end-to-end AI workflows. 🧵👇

Kevin O'Leary reveals the brutal advice he gave to a student entrepreneur. An engineering student built a cloud-based compliance tool for hedge funds from his dorm room. It was subscription model that targeted funds under $250M to cut their compliance costs. Run rate: $5 million. He hadn't even graduated yet. O'Leary said he was licking his chops. This was the kind of business that makes investors lean in. Then the student raised his hand at the end of class and said: my fiancée gave me an ultimatum. The relationship or the business. The room went silent. His problem wasn't the business. The business was doing downloads on Sundays. Running customer calls before 8am Monday classes. Every hour accounted for. Every metric moving. O'Leary's answer to the class: "Which is easier to replace, your business or your fiancée?" The room exploded with laughter. But his point was serious. If you're going to be with an entrepreneur, you have to understand what drives them. The obsession isn't a phase. It doesn't turn off. A partner who doesn't understand that isn't going to last. And from an investor's perspective, that obsession is exactly what you want to see. The founder doing compliance downloads on Sundays at a $5M run rate before graduating is the founder worth backing.

@personalai does exactly this.

That's exactly what @personalai does!

A thread from 2021 :). New startups today open with “memory is everything”. VCs and founders are 4-5 years behind on where @personalai is.

What if your AI could think like you, at scale? In this session, @SumanPersonalAI, CEO of @personalai , shares how digital twins powered by Personal Language Models (PLMs) can capture your decision-making patterns, memory, and expertise. Unlike one-size-fits-all large language models, PLMs are private, precise, and efficient, running on edge devices and enabling true business automation without sacrificing control or privacy. This is the future of scaling yourself: not a generic AI, but your own AI. Watch the video here:youtube.com/watch?v=EXMOT385…

Join @SumanPersonalAI, CEO of @personalai , as he discusses the move from large language models to specialized personal language models that capture individual expertise and decision-making patterns. He explains how artificial personal intelligence differs from artificial general intelligence, focusing on AI personas that run efficiently on edge devices while maintaining a privacy-by-design architecture. Suman will also examine the future of distributed AI systems and how smaller, specialized models can achieve higher performance for specific use cases while addressing the scalability and cost challenges facing the AI industry. Listen to the full episode here: podcasts.apple.com/us/podcas…

Our founder and CEO, @SumanPersonalAI, has been featured in Venture Lens. The article takes a deep dive into how AI agents are becoming a core part of business operations and how @personalai is leading the way. The article spotlights “Gates,” Suman’s own COO persona, trained on years of strategy, planning notes, and internal reports. Gates is not a scheduling assistant. He is a cognitive extension of Suman’s leadership thinking, helping the team make decisions, prioritize customers, and move faster while keeping complete ownership of their data and models. This is happening now, and it is redefining leadership, presence, and productivity in real time. 📖 Read the full Venture Lens article to see how AI personas are changing the way we work. agoldfisher.substack.com/p/f…

In this episode of Born in Silicon Valley, our founder @SumanPersonalAI shares why @personalai is a perfect fit for compliance-heavy industries. Personal AI unlocks applied knowledge that is not available in the public corpus, making it ideal for sectors where ultra-sensitive information cannot be shared, even with trusted partners. Using our persona architecture, we train models on a company’s proprietary data while giving full ownership of the data and the model to the organization. Since 2020, our core promise has been to democratize AI in a way that makes it not only accessible but also safe, secure, and truly owned by the people who use it. Watch the clip to see how this approach changes what is possible in compliance markets: youtube.com/watch?v=EXMOT385…

LLMs hallucinate. That's why @hellodivorce chose Personal AI. Rather than relying on the black box of generic AI, they created Hallie—a divorce assistant powered by a Personal Language Model (PLM). Built exclusively on expert-vetted legal data, Hallie provides clear, accurate guidance on custody, child support, and legal forms—down to the county level. Available at any hour, it delivers reliable answers when people need them most. This represents the next chapter of AI: private, precise, and powerful models trained on trusted knowledge—not the noisy expanse of the internet. The reality is stark: divorce in the U.S. averages $20,000 per person and often stretches over a year. Hallie is proof that technology can reduce complexity and empower individuals through clarity. Read the Article: fastcompany.com/91387656/hel…

The fastest-growing teams in 2025 are multiplying the impact of the talent they already have. Our founder and CEO, @SumanPersonalAI, will be live on August 19th to share how teams are using Personal AI to capture, scale, and protect their best knowledge. If your team is losing time digging through Slack, repeating onboarding steps, or fixing preventable mistakes, you are wasting hours, and losing launches, clients, and revenue. In this session Suman will cover: → How to turn your top performer’s expertise into a private AI persona that works 24/7 → The capture, structure, and retrieval system that keeps work accurate and client-ready → How parallel AI agents can accelerate delivery without adding chaos → How to spot bottlenecks before they slow you down This is a practical playbook you can start running this week. 💬 Drop your biggest AI workflow question in the comments or join us live at the link below to ask Suman directly. linkedin.com/events/73616431…

This is @personalai. Our approach to PLMs (millions of specific small language models) lead by @SharonZhang_PAI validates latest NVIDIA's research on "Small Language Models are the Future of Agentic AI": • 💪 2-10B parameter models match 70B models • 📈 10-30x more cost-efficient • ⚡️ 5-min fine-tuning vs weeks for LLMs • 🎯 Zero hallucination from memory layer • 🏢 Local deployment for data sovereignty

We just wrapped GenAI 2025. 🤖 The dominant themes were familiar: model size, latency, token economics, and benchmarks. Most of the conversations focused on scale and speed, but very few people asked the question that matters most: where is the person in all of this? At Personal AI, that question is our starting point. Personal AI is powered by Personal Language Models, designed to learn from you, adapt to you, and reflect the way your team actually works. We're making the future of AI smarter, and more human. Join the NO LLM movement: nollm.ai/

Our message to @Meta regarding Personal Superintelligence.

We’re excited to announce that Personal AI has joined Microsoft Pegasus for Startups. Pegasus is Microsoft’s invitation-only program to help top startups scale with Azure AI and enterprise reach. This puts Personal AI inside the same room as the biggest players while staying true to our vision: Private, precise, programmable models built from memory, not the internet.

Everyone’s chasing bigger models. More parameters. More tokens. More everything. But more doesn’t mean better. It just means harder to understand, harder to control, and easier to trust blindly. Personal AI flips that logic. It’s smaller on purpose. Trained only on what matters; your context, your data, your decisions. No noise. Just signal. Precision isn’t a side effect. It’s the design. Join the No LLM movement: nollm.ai/ #PLM #SmallerSmarter #NoLLM

LLMs are furniture. You install them in your home, tweak a few knobs, hope they fit the space. They’re useful, but ultimately working within someone else’s floor plan. Personal AI is foundation. It reshapes the house itself, the walls, the flow, how you live and move. Not just added in, but built around you. This isn’t adoption. It’s re-architecture.

They’re good enough until they leak your data... Until they forget what you told them last week. Until they hallucinate in a board meeting. “Good enough” is what got us into this mess. Enter Personal AI: - Fully private - Trained on what you know - Built for precision over performance theater If your task involves context, trust, or nuance, LLMs won’t cut it. 📢 Say it with us No more LLMs: nollm.ai/ #NoLLM #Model3 #PersonalAI #PLMvsLLM

Chatbots give answers. Personal AI does more. Model 3 remembers your knowledge, speaks in your voice, and can take calls for you. It is not a smarter chatbot. It is your AI identity. Join the No LLM movement: nollm.ai/ #NoLLM #PersonalAI

Custom GPTs wrap a model. Personal AI rebuilds one, from the ground up, for you. It’s your own model, trained on your own memory stack, under your own control. We're exiting LLMs for good. 👉 Join the No LLM movement: nollm.ai/ #NoLLM #PersonalAI #Model3 #OwnYourAI