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Most AI solutions today rely on massive data centers that consume unimaginable amounts of energy—and still struggle with hallucinations and inaccuracies. What if there was a different approach? In this episode, pioneering AI researcher David Sherwood uncovers a revolutionary software architecture that could make AI faster, far more accurate, and dramatically more energy-efficient—potentially transforming industries from defense to medicine.
You’ll discover why Sherwood’s technology, which shifts away from traditional deep learning, allows AI to operate with mere zeros and ones—no massive training, no hallucinations, and no reliance on data-hungry infrastructure. We break down how his approach finds exact matches in a knowledge base, vastly reducing errors and energy use, and how it can be scaled for natural language processing without the colossal resource requirements of today’s models. Sherwood shares insights from early neural network breakthroughs—like perceptrons and associative memory—showing how those ideas are guiding his current innovation.
We also dive into the future implications: how energy-efficient AI could mitigate the environmental impact of data centers, eliminate hallucinations, and provide reliable, explainable results for critical applications like medical diagnostics, defense targeting, and autonomous systems. Why does Sherwood believe that AI regulation will lag behind its rapid evolution, and what can society do now to prepare? From mental models for future-proofing careers to the potential of quantum computing, this episode offers a compelling view of AI’s next frontier—one where technology works with the planet, not against it.
This conversation is perfect for innovators, engineers, policy-shapers, and anyone curious about a smarter, safer AI future—without the dystopian risks. Sherwood’s groundbreaking approach offers hope that AI can be both powerful and sustainable, changing the way we think about machine intelligence forever.
David Sherwood is founder of Cognitive Science and Solutions, known for his pioneering work on memory-informed AI architectures that rival today’s deep learning models in efficiency and accuracy.
Learn more about Cognitive Science and Solutions: https://cogscisol.com/
Learn more about Keaton Olson:
Chapters:
The Unexpected Path to VP of Marketing: A Conversation with Russell Reams
Join us for a captivating conversation with Russell Reams, Vice President of Marketing and Client Services at Calligraphy. Russell shares his unique journey from early roles at Nabisco and UPS to leading marketing strategy, emphasizing that "marketing is the thread of everything I do".12
Russell dives deep into his lifelong passion for curiosity, learning, and the intersection of psychology and data science. Discover how his extensive academic background—including a doctorate in marketing and data science—fuels his data-driven approach to marketing strategy, which he simplifies as: "Follow the data".34567
Learn about:
Learn more about Keaton Olson: https://www.linkedin.com/in/keatonolson/
0:47 The Career Thread: From Nabisco and UPS to Calligraphy
1:29 Curiosity, Psychology, and Marketing
1:55 Working at UPS: Patients, Not Packages
3:20 Why Russell Pursued Academic Degrees
6:48 The Lifelong Learning Mindset
8:01 The "Smartest Person in the Room" Adage
10:07 Psychology in the Age of Accelerating Technology
13:49 AI in the Classroom and the Psychology of Efficiency
16:02 Efficiency and Strategy at Calligraphy
19:37 Oil Painting and Professional Juggling
21:56 Favorite B2B Marketing Strategy: Follow the Data
23:48 Outcome-Driven Nonprofits
27:48 Where AI is Headed and the Problem of "Work Slop"
33:07 Leveraging AI Safely for a Competitive Advantage
37:48 The Best Strategy Working Now: Low-Tech Thought Leadership
41:58 How to Personally Stay Future-Proof
From UN internships to HubSpot’s IPO to running a modern events + content agency.
We cover sales math (why “1 in 6” closes), offers that convert (audits and graders), culture at scale, and how AI accelerates B2B marketing without losing the human spark.
You’ll learn
Guest: Nick Sal, founder of Next Level Inbound; former HubSpot Academy leader
Website: https://nextlevelnbound.com
YouTube Channel: https://youtube.com/@visiontovibe-nsi
All Links: https://linktr.ee/nicksal
Gamma (AI deck builder): https://gamma.app
MetaPrompt (Dharmesh Shah’s prompt optimizer): https://github.com/dharmesh/metaprompt
Agent.ai (AI agent builder by Dharmesh Shah): https://agent.ai
Riverside (remote recording studio): https://riverside.fm
HubSpot Academy: https://academy.hubspot.com
INBOUND Conference: https://www.inbound.com
Website Grader: https://website.grader.com
Drift / Salesloft Lineage: https://www.linkedin.com/in/keatonolson/
00:00 – Intro
In this conversation, Yi, co-founder of Besimple AI, shares his journey from product management at Meta to founding his own AI company. He discusses the challenges and insights gained from his experience in the AI landscape, the importance of human elements in technology, and the evolving nature of workplace dynamics due to AI. Yi emphasizes the significance of building strong teams and relationships in entrepreneurship, as well as the need for continuous learning to stay relevant in a rapidly changing world.
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Learn more about Yi: / yzhong94
Learn more about Besimple AI: https://besimple.com/
Learn more about Keaton: / keatonolson
In this conversation, Tamerlan, co-founder and CEO of Armenta AI, shares his journey from being a commercial manager to leading an AI company focused on engineering compliance. He discusses the importance of compliance in the engineering sector, the expansion of his company beyond Kazakhstan, and the future of AI in government. Tamerlan emphasizes the role of AI in automating workflows and enhancing job creativity rather than replacing jobs. He also shares insights on effective sales strategies in government contracts, the significance of building relationships, and offers valuable advice for aspiring founders.
Learn more about Armenta AI: https://armeta.ai/
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00:00 From Commercial Manager to AI Innovator
In this conversation, Vincent Roberts shares his journey from a sales executive to the head of growth at US Digital Partners. He discusses the evolution of marketing strategies in the age of AI, emphasizing the importance of human connection in B2B relationships. Vincent highlights various AI tools that are transforming sales and marketing, and he reflects on the future of AI and its implications for businesses. The conversation also touches on the significance of trade shows and conferences in a digital world, as well as the value of soft skills in an increasingly automated landscape.
Learn more about Vincent: https://www.linkedin.com/in/vincent-roberts-194955112/
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She scaled Wix globally. Then jumped to cyber. Here’s the playbook.
I sat down with Diana Rabba, VP Marketing at AccessiWay (ex-Wix, Exein), to unpack:
• How to scale growth across 20+ markets without losing authenticity
• Brand + community as the B2B cheat code for pipeline
• Why AI isn’t magic, but a multiplier for senior talent
• What it really takes to stay “future proof” in marketing
Chapters
00:00 Diana's Journey in Marketing
In this conversation, Eric Campos shares his journey into freelance marketing with a focus on cybersecurity and B2B SaaS. He discusses the challenges and rewards of helping businesses navigate the complex cybersecurity landscape, the importance of understanding niche markets like GRC, and how he leverages AI tools to enhance his content creation process. Eric emphasizes the need for authenticity and authority in marketing, and he reflects on the future of AI in the industry, advocating for a balanced approach that combines foundational skills with technological advancements. In this conversation, Keaton Olson and Eric Campos discuss the evolving landscape of marketing in the age of AI. They explore the importance of adaptability, empathy, and soft skills in a world increasingly dominated by technology. Eric emphasizes the need for marketers to stay informed about industry trends and to leverage content strategies that foster engagement and drive sales. The discussion also highlights the significance of continuous learning and the value of networking on platforms like LinkedIn and Reddit.
Learn more about Eric here: https://www.linkedin.com/in/eric-campos-875b0545/
Learn more about Keaton here: https://www.linkedin.com/in/keatonolson/
The “Dead Internet” theory is no longer a theory. It’s happening.
I sat down with Sky Yang, founder of Imagine AI, for the first episode of my new podcast, "I Am Future Proof."
His take? As AI creates more and more content, our digital world is becoming a sea of generic noise.
So how do you stand out when everyone has the same tools?
You double down on being human.
Here’s what we covered:
☑ Authenticity is your new moat. When everyone sounds like a robot, a genuine, human voice becomes the ultimate competitive advantage. People are tired of corporate jargon; they trust real personality.
In-person matters more than ever. As the internet gets noisier, trade shows and face-to-face meetings become even more critical. Sky sees this in SF, and we see it at Paramify. Real connections close deals.
The most future-proof skill isn't technical. It’s an interpersonal connection. Your ability to build trust and communicate one-on-one is the one thing AI can't replicate.
We also talked about the single best piece of advice for any founder (The Mom Test) and the under-the-radar AI tools he uses daily.
Learn more about ImagineAI here: https://imagineai.me/
The Mom Test clip i was talking about: • Exploring Joshua Baron's Transition to a R... at 47:30
Timestamps:
From the publisher's feed
I talk to other leaders in B2B marketing about how we're staying future proof in the age of AI.