AI Masters: Dr. Rachel StClair, Simuli AI | Bridging the gap to AGI with Hyperdimensional Computing

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The Genius Scale Podcast

Jose Cervino

33 episodes

4 days ago

If you were to speak to B2B leaders about growing business, you'd see that business growth can usually be divided into levels - and each level requires a new set of tactics or strategies to get to the next. But we each, especially in the B2B space, also operate in some zone of genius that we aim to contribute to others. Some in saturated markets where they need to break free. Others in emerging markets where they need to achieve salient clarity. Either way, we saw they needed a platform to speak their mind. Which is why we started the Genius Scale podcast.

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AI Masters: Dr. Rachel StClair, Simuli AI | Bridging the gap to AGI with Hyperdimensional Computing

The Genius Scale Podcast

41 minutes

3 months ago

AI Masters: Dr. Rachel StClair, Simuli AI | Bridging the gap to AGI with Hyperdimensional Computing

In this conversation, Dr. Rachel StClair, co-founder and CEO of Simuli, discusses the groundbreaking technology of hyperdimensional computing and its implications for artificial intelligence (AI) and cybersecurity. She explains how this new mathematical approach can lead to more efficient data processing and storage, ultimately paving the way for advancements in artificial general intelligence (AGI). The discussion also touches on the challenges posed by quantum computing, the importance of team dynamics in innovation, and the role of biomimicry in developing smarter computing systems. Dr. StClair emphasizes the need for a long-term vision in technology development and the potential impact of their work on various industries.

Chapters:

00:00 – Introduction to Hyperdimensional Computing

01:47 – Understanding Hyperdimensional Computing

04:56 – Efficiency and Cost-Effectiveness in AI

09:19 – Future Plans and Innovations at Simuli

13:40 – Cybersecurity and Quantum Computing Challenges

18:39 – Bridging the Gap to Quantum Computing

22:28 – Learning from Nature and Technology

27:33 – Holographic Computing Explained

31:36 – Leading Disruptive Technology

35:19 – Target Clients and Applications

Takeaways:

• Hyperdimensional computing is a new mathematical approach to data representation.

• Simuli aims to develop AGI technology that transcends human limitations.

• The efficiency of hyperdimensional computing can lead to significant cost savings in AI processing.

• Current AI technologies face challenges in power consumption and data handling.

• Simuli's technology is designed to work on existing hardware while paving the way for future innovations.

• Cybersecurity is a major focus, with data agnostic lossless compression enhancing security.

• Quantum computing poses both challenges and opportunities for data encryption.

• Holographic principles are applied in hyperdimensional computing for data efficiency.

• Biomimicry is a key inspiration for developing smarter computing systems.

• Team dynamics and collaboration are crucial for driving innovation in technology.

Sound Bites:

"We're not trying to recreate a brain in a computer."

"We can reconstruct the whole data from just a part."

"This is a long-term company focused on the future."

Keywords:Hyperdimensional Computing, AI, Cybersecurity, Quantum Computing, Data Efficiency, Simulai, AGI, Technology Innovation, Neural Networks, Biomimicry