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Personal AI
2K posts
Personal AI
@personalai
The Small Language Model Platform Optimized For Edge Deployments
เข้าร่วม Ağustos 2020
4 กำลังติดตาม5.4K ผู้ติดตาม
Personal AI รีทวีตแล้ว
Personal AI รีทวีตแล้ว
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=EXMOT3…
YouTube
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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/podcast/int…
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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=EXMOT3…
YouTube
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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/founders-ai-…
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Why did we create Personal AI?
In this clip from Coffee with a Founder, @SumanPersonalAI explains how it answers the question, What would you do? By capturing your historical experiences and knowledge, Personal AI can reflect your decision-making and thought process.
Today, it is serving the needs of AI workforces, acting like a trained employee inside your company or augmenting your existing experts, from corporate strategists to accountants.
Watch the entire video here: youtube.com/watch?v=d-FgLo…
YouTube
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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/hello…
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Forget assistants. Personal AI gives your team, clients—even your family—access to your brain on demand.
Listen to our founder Suman Kanuganti on Winners, Wallets & World Views, where he shares what it is like to have your own Personal AI and why it is transforming how small and medium-sized businesses operate.
If you are a business leader who wants privacy, precision, and the ability to scale your knowledge without losing what makes it yours, this video is the perfect place to start: youtube.com/watch?v=dd-GZ_…
YouTube
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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/7361643…
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Say hello to your legal team.
They're trained on your firm’s knowledge, style, and precedent. They’re reviewing your contracts.
Redlining your MSAs. Filling out your intake forms. And they never forget a case.
Oh, and they’re PLMs: Personal Language Models built from your actual work.
How convenient is that?
#NoLLM
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@NVIDIA Research just published a paper titled “Small Language Models are the Future of Agentic AI.”
They found that SLMs in the 2–10B parameter range can match or outperform 70B+ LLMs—when built for specific, high-value tasks.
They also outlined why SLMs are better for agentic systems:
• Sufficient task performance
• Lower compute and cost
• Easier to deploy and govern
This research validates what we’ve been building at Personal AI since 2020.
Not just smaller models—specialized ones. Trained on your data. Tuned to your work.
Read more:personal.ai/pi-ai/nvidia-r…
#NOllm
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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
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Watch our founder, @SumanPersonalAI, in conversation with Jake Aaron Villarreal.
They dive into the origins of Personal AI and what it really means to scale human expertise.
From robotics to digital twins, Suman breaks down how our memory-based models help professionals in legal, finance, and beyond deploy AI that thinks and responds like them.
🔗 Full episode on YouTube: youtube.com/watch?v=EXMOT3…
YouTube
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LLMs are eating the world.
But what if we’ve been building AI agents all wrong?
NVIDIA just dropped a bombshell paper arguing that Small Language Models (SLMs) not LLMs are the real future of agentic AI.
Here’s everything you need to know in 3 minutes:
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NVIDIA just dropped paper exposing a $57 billion AI industry mistake.
While Big Tech keeps pushing expensive LLMs like ChatGPT & Claude...
Small language models handle 70% of AI agent work at 1/30th the cost.
Here's why this changes everything:
(hint: less is more)
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Small Language Models (SLMs) are the future of Agentic AI, claim @NVIDIA researchers.
Moreover, they offer a method for converting existing agent systems from using LLMs to SLMs that could work in practice.
Here are the details:
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AI Industry Made $57 Billion Mistake and No One’s Talking About It.
While GPT-5 headlines kept you distracted...
NVIDIA quietly released a bold claim:
→ Small Language Models (SLMs) are the future of AI agents
Cheaper, faster and just as capable for 80% of real-world tasks.
Easily one of the biggest shifts in AI this year and most people missed it.
99% people haven’t read this but they should: 🧵
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AI agents are taking off.
But we may be building them the wrong way.
A new paper from NVIDIA argues that small language models (SLMs) not LLMs are the key to scaling agentic AI efficiently.
Here's everything you need to know:
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