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In this episode of Sidecar Sync, Amith Nagarajan and Mallory Mejias dig into the hidden world of “dark databases”—messy, undocumented systems quietly powering many associations—and explore DBAutoDoc, a new open-source tool from Amith and Thomas Altman that uses AI to map database structure, infer relationships, and generate documentation at scale. Amith & Mallory also unpack the state of AI video after OpenAI’s Sora shutdown, explaining why the category is not cooling off, which models are leading the race, and where associations might find real value in video generation, personalized learning, website assistants, and member communications. Along the way, they touch on data readiness, AI audio versus video, governance, privacy, and why focus may be the most important leadership skill in the AI era.

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🛠 AI Tools and Resources Mentioned in This Episode:
Amith & Thomas's Paper ➔ https://arxiv.org/abs/2603.23050
DBAutoDoc ➔ https://github.com/MemberJunction/MJ/tree/next/packages/DBAutoDoc
MemberJunction ➔ https://memberjunction.org/
Google Veo ➔ https://deepmind.google/models/veo/
Kling AI ➔ https://kling.ai/
Seedance 2.0 ➔ https://seed.bytedance.com/en/seedance2_0
Runway Gen-4.5 ➔ https://runwayml.com/

🎀 Use code AIPOD50 for $50 off your Association AI Professional (AAiP) certification at https://sidecar.ai/aaip

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Amith Nagarajan is the Chairman of Blue Cypress, a family of purpose-driven companies and proud practitioners of Conscious Capitalism. The Blue Cypress companies focus on helping associations, non-profits, and other purpose-driven organizations achieve long-term success. Amith is also an active early-stage investor in B2B SaaS companies. He’s had the good fortune of nearly three decades of success as an entrepreneur and enjoys helping others in their journey.

https://linkedin.com/amithnagarajan

Mallory Mejias is passionate about creating opportunities for association professionals to learn, grow, and better serve their members using artificial intelligence. She enjoys blending creativity and innovation to produce fresh, meaningful content for the association space. Mallory co-hosts and produces the Sidecar Sync podcast, where she delves into the latest trends in AI and technology, translating them into actionable insights.

https://linkedin.com/mallorymejias

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In this episode of Sidecar Sync, Amith Nagarajan and Mallory Mejias dive into Anthropic’s latest moves with Claude Opus 4.7 and the new Claude Design, a conversational visual creation tool that can generate decks, prototypes, one-pagers, landing pages, and even animations from simple prompts. Mallory shares her first hands-on experiment with Claude Design, while Amith breaks down why stronger visual intelligence matters for computer use, design workflows, and real-time AI applications. Then, the conversation turns to Ethan Mollick’s idea of “de-weirding” AI: the tendency for organizations to treat AI like ordinary enterprise software, measure adoption instead of value, and unintentionally create “work slop.” For associations, the message is clear: AI transformation cannot live solely in IT, and leaders need to move faster, focus on business outcomes, empower experimentation, and preserve the weirdness that makes AI so powerful.

🤖 Join the AI Mastermind: https://sidecar.ai/association-ai-mastermind

📕 Download the New 3rd Edition of ‘Ascend’:
https://sidecar.ai/ai

📅 Register for digitalNow2026:
https://digitalnow.sidecar.ai

🛠 AI Tools and Resources Mentioned in This Episode:
Ethan Mollick's article in The Economist ➔ https://shorturl.at/XIrjS
Claude Opus 4.7 ➔ https://www.anthropic.com/claude
Claude Design ➔ https://www.anthropic.com/claude
Claude Code ➔ https://www.anthropic.com/claude-code

🎀 Use code AIPOD50 for $50 off your Association AI Professional (AAiP) certification at https://sidecar.ai/aaip

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👍 Like & Subscribe!
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https://www.linkedin.com/company/sidecar-global/

Amith Nagarajan is the Chairman of Blue Cypress, a family of purpose-driven companies and proud practitioners of Conscious Capitalism. The Blue Cypress companies focus on helping associations, non-profits, and other purpose-driven organizations achieve long-term success. Amith is also an active early-stage investor in B2B SaaS companies. He’s had the good fortune of nearly three decades of success as an entrepreneur and enjoys helping others in their journey.

https://linkedin.com/amithnagarajan

Mallory Mejias is passionate about creating opportunities for association professionals to learn, grow, and better serve their members using artificial intelligence. She enjoys blending creativity and innovation to produce fresh, meaningful content for the association space. Mallory co-hosts and produces the Sidecar Sync podcast, where she delves into the latest trends in AI and technology, translating them into actionable insights.

https://linkedin.com/mallorymejias

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What happens when you put a Siri co-creator and longtime AI pioneer together with a next-generation events strategist? Adam Cheyer—co-creator of Siri, founder of Viv Labs, and a builder behind several influential AI startups—and Noah Cheyer, founder of Silicon Valley Speakers and a close observer of how event planners and audiences are responding to AI, join Mallory Mejias for a father-son conversation on where this technology has been and where it’s headed next. The episode spans the early vision behind AI assistants, why Siri was absolutely AI before the world had language for it, and how timing, trends, and “triggers” shape real innovation. Along the way, Noah brings the events-world perspective, sharing what buyers actually want from AI speakers, why hands-on workshops are replacing high-level hype, and where event professionals can use AI right now to do more with less.

Book time with Adam 1-on-1:
https://intro.co/AdamCheyer

Follow Adam and Noah on LinkedIn:
https://www.linkedin.com/in/adamcheyer/
https://www.linkedin.com/in/noah-cheyer/

Silicon Valley Speakers:
https://www.svsb.ai/

🤖 Join the AI Mastermind: https://sidecar.ai/association-ai-mastermind

📕 Download the New 3rd Edition of ‘Ascend’:
https://sidecar.ai/ai

📅 Register for digitalNow2026:
https://digitalnow.sidecar.ai

🛠 AI Tools and Resources Mentioned in This Episode:
ChatGPT ➔ https://chatgpt.com/
Claude ➔ https://www.anthropic.com/claude
Claude Code ➔ https://www.anthropic.com/claude-code

🎀 Use code AIPOD50 for $50 off your Association AI Professional (AAiP) certification at https://sidecar.ai/aaip

🚀 Help Us Grow Our Reach - Share With a Friend or Colleague!

👍 Like & Subscribe!
https://x.com/sidecarglobal
https://www.youtube.com/@SidecarSync
https://sidecar.ai/
https://www.linkedin.com/company/sidecar-global/

Amith Nagarajan is the Chairman of Blue Cypress, a family of purpose-driven companies and proud practitioners of Conscious Capitalism. The Blue Cypress companies focus on helping associations, non-profits, and other purpose-driven organizations achieve long-term success. Amith is also an active early-stage investor in B2B SaaS companies. He’s had the good fortune of nearly three decades of success as an entrepreneur and enjoys helping others in their journey.

https://linkedin.com/amithnagarajan

Mallory Mejias is passionate about creating opportunities for association professionals to learn, grow, and better serve their members using artificial intelligence. She enjoys blending creativity and innovation to produce fresh, meaningful content for the association space. Mallory co-hosts and produces the Sidecar Sync podcast, where she delves into the latest trends in AI and technology, translating them into actionable insights.

https://linkedin.com/mallorymejias

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This week on Sidecar Sync, Amith Nagarajan and Mallory Mejias trace one of the biggest stories in AI: how cutting-edge intelligence keeps getting compressed into smaller, faster, cheaper models. From GPT-4-era pricing to today’s open models like Gemma 4, they unpack the forces driving this shift, including distillation, mixture-of-experts architectures, quantization, and Google Research’s new TurboQuant breakthrough. Along the way, they explore what this means for associations: lower costs, better knowledge assistants, hybrid AI systems, and a future where organizations that start learning now will be far better positioned to capitalize on an era of abundant, inexpensive intelligence.

📍 Join us at Sidecar Innovation Hub on Tuesday, April 21, 2026 in Chicago for a hands-on day of AI strategy for associations:
https://sidecar.ai/innovation-hub

🤖 Join the AI Mastermind: https://sidecar.ai/association-ai-mastermind

📕 Download the New 3rd Edition of ‘Ascend’:
https://sidecar.ai/ai

📅 Register for digitalNow2026:
https://digitalnow.sidecar.ai

🛠 AI Tools and Resources Mentioned in This Episode:
Gemma 4 ➔ https://deepmind.google/models/gemma/gemma-4/
Gemini ➔ https://gemini.google.com
Claude ➔ https://www.anthropic.com/claude
NotebookLM ➔ https://notebooklm.google.com
DeepSeek ➔ https://www.deepseek.com
Llama ➔ https://www.llama.com
Mistral ➔ https://mistral.ai/en/
Artificial Analysis ➔ https://artificialanalysis.ai
MemberJunction ➔ https://memberjunction.org

🎀 Use code AIPOD50 for $50 off your Association AI Professional (AAiP) certification at https://sidecar.ai/aaip

🚀 Help Us Grow Our Reach - Share With a Friend or Colleague!

👍 Like & Subscribe!
https://x.com/sidecarglobal
https://www.youtube.com/@SidecarSync
https://sidecar.ai/
https://www.linkedin.com/company/sidecar-global/

Amith Nagarajan is the Chairman of Blue Cypress, a family of purpose-driven companies and proud practitioners of Conscious Capitalism. The Blue Cypress companies focus on helping associations, non-profits, and other purpose-driven organizations achieve long-term success. Amith is also an active early-stage investor in B2B SaaS companies. He’s had the good fortune of nearly three decades of success as an entrepreneur and enjoys helping others in their journey.

https://linkedin.com/amithnagarajan

Mallory Mejias is passionate about creating opportunities for association professionals to learn, grow, and better serve their members using artificial intelligence. She enjoys blending creativity and innovation to produce fresh, meaningful content for the association space. Mallory co-hosts and produces the Sidecar Sync podcast, where she delves into the latest trends in AI and technology, translating them into actionable insights.

https://linkedin.com/mallorymejias

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In this interview edition of Sidecar Sync, Mallory sits down with Eric O’Neill—former FBI counterintelligence operative, attorney, cybersecurity expert, and founder of The Georgetown Group and NeXasure AI—whose career has spanned undercover FBI work, national security law, and advising organizations on how to defend themselves against modern cyber threats. Eric shares stories from the extraordinary operation that led to the capture of Robert Hanssen, the longtime FBI agent who spied for Russia and became one of the most damaging spies in U.S. history, a case that later inspired the film Breach. From there, the conversation turns to how cybercriminals really operate, why associations and other small organizations are often the easiest targets, and how AI is accelerating everything from phishing and ransomware to deepfakes and large-scale deception. Eric also offers practical steps leaders can take right now to protect their teams, data, and trust.

Connect with Eric O’Neill
Website: https://ericoneill.net
Newsletter: https://ericoneill.net/newsletter/
Book: https://ericoneill.net/books/spies_and_lies/

🤖 Join the AI Mastermind: https://sidecar.ai/association-ai-mastermind

📕 Download the New 3rd Edition of ‘Ascend’:
https://sidecar.ai/ai

📅 Register for digitalNow2026:
https://digitalnow.sidecar.ai

🛠 AI Tools and Resources Mentioned in This Episode:
ChatGPT ➔ https://openai.com/chatgpt
Sora ➔ https://openai.com/sora

🎀 Use code AIPOD50 for $50 off your Association AI Professional (AAiP) certification at https://sidecar.ai/aaip

🚀 Help Us Grow Our Reach - Share With a Friend or Colleague!

👍 Like & Subscribe!
https://x.com/sidecarglobal
https://www.youtube.com/@SidecarSync
https://sidecar.ai/
https://www.linkedin.com/company/sidecar-global/

Amith Nagarajan is the Chairman of Blue Cypress, a family of purpose-driven companies and proud practitioners of Conscious Capitalism. The Blue Cypress companies focus on helping associations, non-profits, and other purpose-driven organizations achieve long-term success. Amith is also an active early-stage investor in B2B SaaS companies. He’s had the good fortune of nearly three decades of success as an entrepreneur and enjoys helping others in their journey.

https://linkedin.com/amithnagarajan

Mallory Mejias is passionate about creating opportunities for association professionals to learn, grow, and better serve their members using artificial intelligence. She enjoys blending creativity and innovation to produce fresh, meaningful content for the association space. Mallory co-hosts and produces the Sidecar Sync podcast, where she delves into the latest trends in AI and technology, translating them into actionable insights.

https://linkedin.com/mallorymejias

Send us Fan Mail

This week on Sidecar Sync, Amith Nagarajan and Mallory Mejias unpack a whirlwind of Claude news, from Anthropic’s accidental “Mythos” leak and what it could signal about the next major leap in AI capability, to the increasingly practical reality of Claude using your computer to complete real tasks on your behalf. They also dig into Mistral’s new open-weight text-to-speech model, the growing cybersecurity implications of more powerful frontier models, and what all of this means for associations trying to balance experimentation, security, and real-world productivity. Along the way, they explore where AI is already replacing repetitive work, where caution is still warranted, and why now is the time to start testing these tools for yourself.

🤖 Join the AI Mastermind: https://sidecar.ai/association-ai-mastermind

📕 Download the New 3rd Edition of ‘Ascend’:
https://sidecar.ai/ai

📅 Register for digitalNow2026:
https://digitalnow.sidecar.ai

🛠 AI Tools and Resources Mentioned in This Episode:
Claude ➔ https://claude.ai
Claude Code ➔ https://code.claude.com/docs/en/overview
Claude Cowork ➔ https://www.anthropic.com/product/claude-cowork
Claude Desktop App ➔ https://claude.ai/download
Mistral Voxtral TTS ➔ https://mistral.ai
ElevenLabs ➔ https://elevenlabs.io
MemberJunction ➔ https://www.memberjunction.com

🎀 Use code AIPOD50 for $50 off your Association AI Professional (AAiP) certification at https://sidecar.ai/aaip

🚀 Help Us Grow Our Reach - Share With a Friend or Colleague!

👍 Like & Subscribe!
https://x.com/sidecarglobal
https://www.youtube.com/@SidecarSync
https://sidecar.ai/
https://www.linkedin.com/company/sidecar-global/

Amith Nagarajan is the Chairman of Blue Cypress, a family of purpose-driven companies and proud practitioners of Conscious Capitalism. The Blue Cypress companies focus on helping associations, non-profits, and other purpose-driven organizations achieve long-term success. Amith is also an active early-stage investor in B2B SaaS companies. He’s had the good fortune of nearly three decades of success as an entrepreneur and enjoys helping others in their journey.

https://linkedin.com/amithnagarajan

Mallory Mejias is passionate about creating opportunities for association professionals to learn, grow, and better serve their members using artificial intelligence. She enjoys blending creativity and innovation to produce fresh, meaningful content for the association space. Mallory co-hosts and produces the Sidecar Sync podcast, where she delves into the latest trends in AI and technology, translating them into actionable insights.

https://linkedin.com/mallorymejias

Send us Fan Mail

In this episode of Sidecar Sync, co-hosts Amith Nagarajan and Mallory Mejias dive into the explosive rise of OpenClaw—an open-source AI agent that’s taken the tech world by storm. From being dubbed “the next ChatGPT” at NVIDIA GTC to triggering widespread security concerns, OpenClaw represents both the promise and peril of the agent era. Amith breaks down what OpenClaw actually does, why its viral adoption matters more than its underlying tech, and how its vulnerabilities highlight the risks of giving AI broad system access. The conversation expands into the bigger picture: the shift from models to “harnesses,” why AI agents are already reshaping workflows, and what association leaders should do right now to stay ahead—without putting their organizations at risk.

🤖 Join the AI Mastermind: https://sidecar.ai/association-ai-mastermind

📕 Download the New 3rd Edition of ‘Ascend’:
https://sidecar.ai/ai

📅 Register for digitalNow2026:
https://digitalnow.sidecar.ai

🛠 AI Tools and Resources Mentioned in This Episode:

OpenClaw ➔ https://openclaw.ai
Claude ➔ https://www.anthropic.com
ChatGPT ➔ https://chat.openai.com
Gemini ➔ https://gemini.google.com
MemberJunction ➔ https://www.memberjunction.org

🎀 Use code AIPOD50 for $50 off your Association AI Professional (AAiP) certification at https://sidecar.ai/aaip

🚀 Help Us Grow Our Reach - Share With a Friend or Colleague!

👍 Like & Subscribe!
https://x.com/sidecarglobal
https://www.youtube.com/@SidecarSync
https://sidecar.ai/
https://www.linkedin.com/company/sidecar-global/

Amith Nagarajan is the Chairman of Blue Cypress, a family of purpose-driven companies and proud practitioners of Conscious Capitalism. The Blue Cypress companies focus on helping associations, non-profits, and other purpose-driven organizations achieve long-term success. Amith is also an active early-stage investor in B2B SaaS companies. He’s had the good fortune of nearly three decades of success as an entrepreneur and enjoys helping others in their journey.

https://linkedin.com/amithnagarajan

Mallory Mejias is passionate about creating opportunities for association professionals to learn, grow, and better serve their members using artificial intelligence. She enjoys blending creativity and innovation to produce fresh, meaningful content for the association space. Mallory co-hosts and produces the Sidecar Sync podcast, where she delves into the latest trends in AI and technology, translating them into actionable insights.

https://linkedin.com/mallorymejias

Send us Fan Mail

In this episode of Sidecar Sync, Amith Nagarajan and Mallory Mejias pull back the curtain on one of Sidecar’s most ambitious experiments yet: Grace, a real-time AI audio agent designed to transform how organizations engage with users. From a beachside hackathon to a live deployment in under two months, they unpack the full journey—covering the business case, rapid development process, tech stack decisions, and early learnings. Along the way, they explore how audio AI captures nuance in ways text cannot, why “progress over perfection” is a critical mindset for innovation, and what this means for associations looking to modernize their member experience. If you’ve been curious about voice agents, AI-driven sales funnels, or how to actually build with AI (not just talk about it), this episode is a must-listen.

🙋‍♀️ Chat with Grace on the Sidecar website - https://sidecar.ai/

🎬 Watch Grace in action live on the podcast: https://youtu.be/pk2xcmHg4eM?si=JZoHTgZqCM26G_mS&t=457

🤖 Join the AI Mastermind: https://sidecar.ai/association-ai-mastermind

📕 Download the New 3rd Edition of ‘Ascend’:
https://sidecar.ai/ai

📅 Register for digitalNow2026:
https://digitalnow.sidecar.ai

🛠 AI Tools and Resources Mentioned in This Episode:

ElevenLabs ➔ https://elevenlabs.io/
Claude Haiku 4.5 (Anthropic) ➔ https://www.anthropic.com
Google Nano Banana 2 ➔ https://deepmind.google

🎀 Use code AIPOD50 for $50 off your Association AI Professional (AAiP) certification at https://sidecar.ai/aaip

🚀 Help Us Grow Our Reach - Share With a Friend or Colleague!

👍 Like & Subscribe!
https://x.com/sidecarglobal
https://www.youtube.com/@SidecarSync
https://sidecar.ai/
https://www.linkedin.com/company/sidecar-global/

Amith Nagarajan is the Chairman of Blue Cypress, a family of purpose-driven companies and proud practitioners of Conscious Capitalism. The Blue Cypress companies focus on helping associations, non-profits, and other purpose-driven organizations achieve long-term success. Amith is also an active early-stage investor in B2B SaaS companies. He’s had the good fortune of nearly three decades of success as an entrepreneur and enjoys helping others in their journey.

https://linkedin.com/amithnagarajan

Mallory Mejias is passionate about creating opportunities for association professionals to learn, grow, and better serve their members using artificial intelligence. She enjoys blending creativity and innovation to produce fresh, meaningful content for the association space. Mallory co-hosts and produces the Sidecar Sync podcast, where she delves into the latest trends in AI and technology, translating them into actionable insights.

https://linkedin.com/mallorymejias