Sidecar Sync

Send us Fan Mail The people building AI are starting to sound scared of what they're building. Amith Nagarajan and Mallory Mejias take on the AI safety debate that broke into public view this September: a researcher's resignation from Anthropic, alignment lead Evan Hubinger's one-in-ten estimate of catastrophic risk, and the "Pacing the Frontier" letter that put OpenAI, Anthropic, and Google DeepMind leadership on the same page. They trace what happened when OpenAI's agents hacked Hugging Face, unpack Dario Amodei's call to slow the pace of frontier capabilities, and sit with the tension between racing ahead and pumping the brakes. Then they turn practical, walking through the five things - the ground, the model, the data, the autonomy, and the scope - every association can control no matter what the labs decide. Amith argues that responsible AI adoption and aggressive AI adoption aren't actually in conflict. Whether you're unsettled by the headlines or building your own AI roadmap, this episode offers a clear-eyed way to think about both. 🎧 'The Daily' Podcast Episode: https://tinyurl.com/53h696k5 📰 Dario Amodei's Essay, "We Must Pace the Frontier": https://darioamodei.com/post/we-must-pace-the-frontier 🤖 Join the AI Mastermind: https://sidecar.ai/association-ai-mastermind 📕 Download the New 3rd Edition of ‘Ascend’: https://sidecar.ai/ai 🛠 AI Tools and Resources Mentioned in This Episode: Claude ➔ https://claude.ai Hugging Face ➔ https://huggingface.co GPT-OSS-120B ➔ https://openai.com/index/introducing-gpt-oss/ GPT-4o ➔ https://openai.com/index/hello-gpt-4o/ Qwen ➔ https://chat.qwen.ai METR ➔ https://metr.org MemberJunction ➔ https://memberjunction.org Databricks ➔ https://databricks.com Microsoft Fabric ➔ https://www.microsoft.com/en-us/microsoft-fabric 📅 Register for digitalNow2026 in Washington, D.C. from October 25–28: https://digitalnow.sidecar.ai 🎀 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 Intelligence is turning into a resource you can scale like electricity, and that shift changes what's actually worth your attention in the AI news cycle. In part two of their refreshed Fundamentals of AI series, Amith Nagarajan and Mallory Mejias pick up exactly where part one left off, moving from definitions and building blocks into what abundant intelligence means in practice for associations. They trace AI's growing role in drug discovery, diagnostics, and materials science, explain why a model's black box matters less now that reasoning is visible, and reframe hallucinations as a byproduct of the same creativity that makes these tools useful. They also break down how to weigh AI's energy and water costs against everyday technology, and why picking an AI vendor should never be treated like a slow, locked-in AMS purchase. Amith's throughline: build for a world where intelligence keeps getting cheaper, and protect your flexibility by keeping your agents decoupled from any single provider. 📽 Sidecar Sync Ep. 148 – Fundamentals of AI, Part 1: https://tinyurl.com/u6zyycm5 🤖 Join the AI Mastermind: https://sidecar.ai/association-ai-mastermind 📕 Download the New 3rd Edition of ‘Ascend’: https://sidecar.ai/ai 🛠 AI Tools and Resources Mentioned in This Episode: Claude ➔ https://claude.ai ChatGPT ➔ https://chatgpt.com Gemini ➔ https://gemini.google.com OpenAI ➔ https://openai.com Anthropic ➔ https://anthropic.com Microsoft Copilot ➔ https://www.microsoft.com/en-us/microsoft-365-copilot GPT-4.1 mini ➔ https://openai.com/index/gpt-4-1/ GPT-3.5 Turbo ➔ https://platform.openai.com/docs/models/gpt-3.5-turbo 📅 Register for digitalNow2026 in Washington, D.C. from October 25–28: https://digitalnow.sidecar.ai 🎀 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 A drug company CEO just made the best case yet for why platform choice matters less than most associations think. Marking three years of Sidecar Sync, Amith Nagarajan and Mallory Mejias dig into Pfizer's new playbook for organizing around AI, Thomson Reuters' $40 million bet on building its own legal model instead of renting one, and the six-day mystery of Ox Alpha, an anonymous coding model that became OpenRouter's biggest launch ever. They trace Pfizer CEO Albert Bourla's three moves — structuring data, federating decisions, and building AI fluency — and translate each for associations of any size. They also unpack why Thomson Reuters trained its own model on Alibaba's open-weight Qwen instead of paying frontier labs, and how that differs from deploying a knowledge agent like Betty. Whether you're weighing a custom model or just trying to get your team AI-fluent, this episode lays out what actually moves the needle for associations. 🤖 Join the AI Mastermind: https://sidecar.ai/association-ai-mastermind 📕 Download the New 3rd Edition of ‘Ascend’: https://sidecar.ai/ai 🛠 AI Tools and Resources Mentioned in This Episode: Sidecar Sync Ep. 142 The Data Episode ➔ https://tinyurl.com/4vryx82a Claude ➔ https://claude.ai Claude Cowork ➔ https://claude.com/product/cowork Claude Fable ➔ https://www.anthropic.com/claude/fable ChatGPT ➔ https://chatgpt.com ChatGPT Work ➔ https://openai.com/index/chatgpt-for-your-most-ambitious-work/ Microsoft Copilot ➔ https://copilot.microsoft.com GLM (Z.ai) ➔ https://z.ai Kimi ➔ https://kimi.com DeepSeek ➔ https://www.deepseek.com OpenRouter ➔ https://openrouter.ai OpenCode ➔ https://opencode.ai Qwen ➔ https://qwen.ai Betty ➔ https://meetbetty.ai 📅 Register for digitalNow2026 in Washington, D.C. from October 25–28: https://digitalnow.sidecar.ai 🎀 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 When Spirit Airlines went bankrupt, its planes and gates weren't the only assets on the auction block — Google paid $10 million for its data. Amith Nagarajan and Mallory Mejias use that sale to dig into what's actually valuable in AI right now: not bigger models, but the specialized data only your organization holds. They trace the Spirit Airlines deal, unpack OpenAI's Astra model solving open math problems that had stumped researchers for decades, and explain Neoclouds, the specialized companies renting out the GPU capacity behind the AI boom. They also break down Google's fast, cheap Gemini 3.7 Flash release and why it might be all the model most associations need. Amith makes the case that associations sitting on rich member and industry data have a real opportunity to build and monetize AI products, not just cut internal costs. 🤖 Join the AI Mastermind: https://sidecar.ai/association-ai-mastermind 📕 Download the New 3rd Edition of ‘Ascend’: https://sidecar.ai/ai 🛠 AI Tools and Resources Mentioned in This Episode: Selective Attention Gorilla Test ➔ https://www.youtube.com/watch?v=vJG698U2Mvo Sidecar Sync Ep. 110: Claiming the Right to Win ➔ https://shorturl.at/kFy1M Claude Code ➔ https://claude.com/product/claude-code Gemini 3.7 Flash ➔ https://blog.google/innovation-and-ai/models-and-research/gemini-models/introducing-gemini-3-7-flash Google Antigravity ➔ https://antigravity.google OpenAI Astra ➔ https://openai.com/index/ten-advances-in-mathematics CoreWeave ➔ https://www.coreweave.com Nebius ➔ https://nebius.com OpenEvidence ➔ https://www.openevidence.com Skip ➔ https://askskip.ai MemberJunction ➔ https://memberjunction.org 📅 Register for digitalNow2026 in Washington, D.C. from October 25–28: https://digitalnow.sidecar.ai 🎀 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 AI may feel like it arrived overnight, but its foundations have been decades in the making. In part one of a refreshed Foundations of AI series, Amith Nagarajan and Mallory Mejias unpack the essential concepts association leaders need to understand in today’s rapidly evolving AI landscape. They trace the convergence of compute, data, and algorithms that fueled the generative AI boom, challenge assumptions about whether we’ve already reached some definitions of AGI, and explain the difference between training and inference. They also break down large language models, multimodality, open versus closed models, and the weights that form the heart of artificial neural networks. Along the way, Amith makes the case for building flexibility into your AI strategy as models and inference providers continue to change at breakneck speed. Whether you’re new to AI or ready for a fundamentals refresh, this episode provides a practical foundation for understanding what’s happening under the hood—and why it matters for associations. 🤖 Join the AI Mastermind: https://sidecar.ai/association-ai-mastermind 📕 Download the New 3rd Edition of ‘Ascend’: https://sidecar.ai/ai 🛠 AI Tools and Resources Mentioned in This Episode: Claude ➔ https://claude.ai Claude Code ➔ https://claude.com/product/claude-code ChatGPT ➔ https://chatgpt.com Gemini ➔ https://gemini.google.com Gemma ➔ https://deepmind.google/models/gemma Kimi ➔ https://kimi.com Fireworks AI ➔ https://fireworks.ai Cerebras ➔ https://www.cerebras.ai 📅 Register for digitalNow2026 in Washington, D.C. from October 25–28: https://digitalnow.sidecar.ai 🎀 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 Meta and NVIDIA are turning up the heat in the open-weight AI race, while Anthropic is taking a very different approach by watermarking Claude-generated content. Amith Nagarajan and Mallory Mejias unpack what these moves mean for associations, from choosing models and inference providers to avoiding lock-in at the agent harness layer. They also explore why AI models are becoming increasingly commoditized, where proprietary models may still have an edge, and why Claude’s new watermarking strategy probably isn’t a foolproof solution for detecting AI-generated work. Plus, Amith shares lessons from Blue Cypress’s latest AI hackathon, including how associations can use focused offsites to accelerate adoption and generate new ideas, and the hosts discuss a more productive approach to AI-generated submissions: using AI to evaluate quality, relevance, and originality rather than trying to ban it outright. 🤖 Join the AI Mastermind: https://sidecar.ai/association-ai-mastermind 📕 Download the New 3rd Edition of ‘Ascend’: https://sidecar.ai/ai 🛠 AI Tools and Resources Mentioned in This Episode: Claude ➔ https://claude.ai ChatGPT ➔ https://chatgpt.com Gemini ➔ https://gemini.google.com Grok ➔ https://grok.com MemberJunction ➔ https://memberjunction.org 📅 Register for digitalNow2026 in Washington, D.C. from October 25–28: https://digitalnow.sidecar.ai 🎀 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 interview episode, Mallory Mejias and Amith Nagarajan sit down with Torey Carter-Conneen, CEO of the American Society of Landscape Architects (ASLA), to explore what it really looks like when AI becomes embedded in everyday work. Torey shares how ASLA moved beyond experimentation to fully operationalize AI across the organization—from internal, tiered training programs to AI-powered member service workflows that generate reports and respond to inquiries in minutes. They dive into how automation is freeing up staff time to focus on higher-value work, enabling deeper member understanding and more meaningful engagement. The conversation also tackles leadership mindset, the importance of starting before you feel ready, and how associations can rethink their role by building tools that directly impact members’ day-to-day work. 🔎 Find Out More About Torey Carter-Conneen: https://www.linkedin.com/in/toreycarterconneen https://www.asla.org 🤖 Join the AI Mastermind: https://sidecar.ai/association-ai-mastermind 📕 Download the New 3rd Edition of ‘Ascend’: https://sidecar.ai/ai 📅 Register for digitalNow2026 in Washington, D.C. from October 25–28: https://digitalnow.sidecar.ai 🎀 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, Amith Nagarajan and Mallory Mejias unpack a whirlwind of AI developments shaping the future of associations. From Anthropic’s release of a more efficient Claude Opus 5 with dynamic “effort dialing,” to a shocking autonomous AI cyberattack that breached Hugging Face, the conversation dives deep into what these moments mean for trust, safety, and strategy. They explore the growing divide over open vs. closed AI models, why major tech players are rallying around open weights, and how AI-powered cybersecurity is quickly becoming essential. Along the way, they break down practical use cases for choosing the right model and share what association leaders must do now to stay secure, informed, and ready for what’s next. 🤖 Join the AI Mastermind: https://sidecar.ai/association-ai-mastermind 📕 Download the New 3rd Edition of ‘Ascend’: https://sidecar.ai/ai 🛠 AI Tools and Resources Mentioned in This Episode: Open Weights and American AI Leadership (Article) ➔ https://shorturl.at/Oycej Introducing Claude Opus 5 ➔ https://www.anthropic.com/news/claude-opus-5 MAI-Cyber-1-Flash ➔ https://microsoft.ai/models/mai-cyber-1-flash/ Hugging Face Model Evaluation Security Incident ➔ https://shorturl.at/yhyAe Gemini 3.5 Flash ➔ https://deepmind.google/technologies/gemini Gemma 4 ➔ https://ai.google.dev GLM 5.2 ➔ https://z.ai Kimi K3 ➔ https://www.moonshot.cn Project Perception (Microsoft) ➔ https://shorturl.at/IHtSv Daybreak (OpenAI) ➔ https://openai.com/daybreak/ Glasswing (Anthropic) ➔ https://www.anthropic.com/glasswing 📅 Register for digitalNow2026 in Washington, D.C. from October 25–28: https://digitalnow.sidecar.ai 🎀 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, Amith Nagarajan and Mallory Mejias unpack a rapidly shifting AI landscape where powerful, low-cost open-weight models from Chinese labs are challenging the dominance of major U.S. players. They explore Moonshot AI’s Kimi K3 and Alibaba’s latest model announcements, breaking down what “open” AI really means and why it’s driving costs down while increasing competition. The conversation also dives into the growing geopolitical tension around AI, including potential U.S. government intervention and the risks and realities of using models developed abroad. Finally, they discuss a proposal from DeepMind’s Demis Hassabis to introduce an industry “referee” for AI safety—and what it could mean for innovation. The big takeaway: intelligence is becoming abundant and affordable, and association leaders must rethink strategy now to take advantage of what’s coming next. 🤖 Join the AI Mastermind: https://sidecar.ai/association-ai-mastermind 📕 Download the New 3rd Edition of ‘Ascend’: https://sidecar.ai/ai 🛠 AI Tools and Resources Mentioned in This Episode: Demis Hassabis has a Plan to Harness AI Safely ➔ https://shorturl.at/88ugt US Threatens Sanctions Against Chinese AI Models Over IP Theft ➔ https://shorturl.at/oQUnw Claude ➔ https://www.anthropic.com ChatGPT ➔ https://chat.openai.com Gemini ➔ https://gemini.google.com Kimi K3 ➔ https://www.moonshot.cn DeepSeek ➔ https://www.deepseek.com Qwen ➔ https://qwen.aliyun.com Microsoft Azure ➔ https://azure.microsoft.com Amazon Web Services ➔ https://aws.amazon.com Google Cloud Platform ➔ https://cloud.google.com 📅 Register for digitalNow2026 in Washington, D.C. from October 25–28: https://digitalnow.sidecar.ai 🎀 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 interview episode, Mallory Mejias and Amith Nagarajan sit down with Vicki Deal-Williams, CEO of the American Speech-Language-Hearing Association (ASHA), to explore how a century-old organization is thoughtfully embracing AI. Vicki shares how ASHA’s AI Innovation Day sparked a cultural shift across staff—from skeptics to the “suspenders group” eager to experiment—while reinforcing a people-first philosophy. The conversation dives into balancing governance with creativity, designing impactful AI experiences even for small teams, and building tools like an evidence-based AI navigator to better serve members. Along the way, they unpack leadership lessons on change management, capacity building, and why adopting AI is less about perfection and more like jumping into a game of double Dutch—messy, continuous, and worth it. 🔎 Find Out More About ASHA: https://www.asha.org/ 🤖 Join the AI Mastermind: https://sidecar.ai/association-ai-mastermind 📕 Download the New 3rd Edition of ‘Ascend’: https://sidecar.ai/ai 📅 Register for digitalNow2026 in Washington, D.C. from October 25–28: https://digitalnow.sidecar.ai 🎀 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 It’s been 130 episodes since Sidecar Sync last did a true deep dive on data—and a lot has changed. In this refreshed 2026 perspective, Amith Nagarajan and Mallory Mejias unpack what “association data” really means today, from structured CRM records to the massive untapped world of unstructured data like emails, community posts, and content libraries. They explore how AI—especially vectors and reasoning models—has flipped the script, making previously unusable data suddenly actionable. The conversation then tackles one of the biggest shifts in the AI era: data ownership. Even if you legally own your data, fragmented systems and vendor restrictions can limit how you actually use it. Finally, they break down what becomes possible once your data is unified and activated—from predictive insights to deeply personalized member experiences—and offer a realistic starting point for associations ready to take action. 🤖 Join the AI Mastermind: https://sidecar.ai/association-ai-mastermind 📕 Download the New 3rd Edition of ‘Ascend’: https://sidecar.ai/ai 🛠 AI Tools and Resources Mentioned in This Episode: Member Junction ➔ https://www.memberjunction.org Snowflake ➔ https://www.snowflake.com Databricks ➔ https://www.databricks.com 📅 Register for digitalNow2026 in Washington, D.C. from October 25–28: https://digitalnow.sidecar.ai 🎀 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 break down a whirlwind week in AI, from Anthropic’s rapid-fire Claude releases to OpenAI’s tightly controlled GPT 5.6 rollout. They unpack the surprising performance of mid-tier models like Sonnet 5, the implications of government intervention in frontier AI, and what it means when access to the most powerful tools is suddenly restricted. The conversation then shifts to a new study reshaping the AI jobs narrative, revealing that companies investing deeply in AI are actually growing headcount—while others fall behind. From practical model selection strategies to big-picture workforce implications, this episode connects the dots between cutting-edge tech, policy, and the future of work. 🤖 Join the AI Mastermind: https://sidecar.ai/association-ai-mastermind 📕 Download the New 3rd Edition of ‘Ascend’: https://sidecar.ai/ai 🛠 AI Tools and Resources Mentioned in This Episode: The AI jobs Debate Just Got Messier (Article) ➔ https://shorturl.at/wdGPc Claude ➔ https://www.anthropic.com Gemini ➔ https://deepmind.google/technologies/gemini/ Gemma ➔ https://ai.google.dev/gemma Artificial Analysis ➔ https://artificialanalysis.ai 📅 Register for digitalNow2026 in Washington, D.C. from October 25–28: https://digitalnow.sidecar.ai 🎀 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 explore one of the most provocative ideas in AI yet: companies owned and operated entirely by artificial intelligence. Sparked by a proposal out of Argentina, they unpack what “non-human corporations” could mean for accountability, governance, and the future of work. From there, they break down Agentic Resource Discovery (ARD), a new standard shaping how AI agents find and evaluate tools, and how it complements (and competes with) Model Context Protocol (MCP). Finally, they tackle a growing concern among associations and enterprises alike—the environmental footprint of AI—and what organizations should be asking as adoption accelerates. 🤖 Join the AI Mastermind: https://sidecar.ai/association-ai-mastermind 📕 Download the New 3rd Edition of ‘Ascend’: https://sidecar.ai/ai 🛠 AI Tools and Resources Mentioned in This Episode: HeyGen ➔ https://www.heygen.com ChatGPT ➔ https://chat.openai.com Claude ➔ https://claude.ai MemberJunction ➔ https://www.memberjunction.org 📅 Register for digitalNow2026 in Washington, D.C. from October 25–28: https://digitalnow.sidecar.ai 🎀 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 What if building a million-dollar business no longer required a team, funding rounds, or even technical expertise? In this episode of Sidecar Sync, Mallory Mejias sits down with AI strategist and GenAIPI CEO Jon Cheney to explore how artificial intelligence is radically changing the economics of innovation. Jon shares the story of launching a company in a single weekend for just $400—and scaling it to $1M in six months—using a concept known as “vibe coding.” The conversation dives into what separates organizations that successfully adopt AI from those that stall, why execution matters more than ever, and how AI is unlocking entirely new forms of value creation beyond simple automation. If you’ve ever felt limited by budget, staff, or technical skills, this episode will challenge everything you thought was possible. 🔎 Find Out More About Jon Cheney: https://www.linkedin.com/in/joncheney/ https://genaipi.org/ 🤖 Join the AI Mastermind: https://sidecar.ai/association-ai-mastermind 📕 Download the New 3rd Edition of ‘Ascend’: https://sidecar.ai/ai 🛠 AI Tools and Resources Mentioned in This Episode: ChatGPT ➔ https://chat.openai.com Claude ➔ https://claude.ai Stripe ➔ https://stripe.com 📅 Register for digitalNow2026 in Washington, D.C. from October 25–28: https://digitalnow.sidecar.ai 🎀 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 and Mallory explore three major developments shaping the future of AI. First, they unpack how an OpenAI model independently solved a decades-old mathematical problem—challenging long-held assumptions and proving AI can generate truly novel insights. Then, they break down Microsoft Build 2026 and the shift toward an “agent-first” world, where AI systems take on real work across your organization. Finally, they dive into Anthropic’s powerful new Claude Fable model, discussing its capabilities, real-world applications, and the growing tension between performance and transparency. Along the way, they connect these breakthroughs back to what matters most for associations: data strategy, flexibility, and staying ahead in a rapidly evolving AI landscape. 🤖 Join the AI Mastermind: https://sidecar.ai/association-ai-mastermind 📕 Download the New 3rd Edition of ‘Ascend’: https://sidecar.ai/ai 🛠 AI Tools and Resources Mentioned in This Episode: Claude Fable & Mythos ➔ https://www.anthropic.com/news/claude-fable-5-mythos-5 Microsoft Build 2026 ➔ https://news.microsoft.com/build-2026/ OpenAi Solves Math Problem ➔ https://openai.com/index/model-disproves-discrete-geometry-conjecture/ Member Junction ➔ https://www.memberjunction.org LangGraph ➔ https://www.langchain.com/langgraph CrewAI ➔ https://www.crewai.com n8n ➔ https://n8n.io 📅 Register for digitalNow2026 in Washington, D.C. from October 25–28: https://digitalnow.sidecar.ai 🎀 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 jam-packed “mini” episode, Amith Nagarajan and Mallory Mejias break down a whirlwind of recent AI model releases—from Anthropic, Alibaba, Microsoft, and beyond—and what they signal about the rapidly evolving AI landscape. Then, they dive into Microsoft’s 2026 Work Trend Index Report, unpacking the “agency equation” and what it really means for organizations navigating AI adoption. From the rise of agents and the four modes of working with AI to the growing gap between employee readiness and organizational culture, this episode explores why AI transformation is less about tools and more about leadership, systems, and mindset. Plus, they introduce the concept of “owned intelligence” and what it takes to become a true learning organization in the age of AI. 🤖 Join the AI Mastermind: https://sidecar.ai/association-ai-mastermind 📕 Download the New 3rd Edition of ‘Ascend’: https://sidecar.ai/ai 🛠 AI Tools and Resources Mentioned in This Episode: Microsoft Work Trend Report ➔ https://shorturl.at/yMqCH Claude ➔ https://www.anthropic.com Qwen ➔ https://qwenlm.github.io MiniMax ➔ https://www.minimaxi.com NVIDIA Cosmos ➔ https://www.nvidia.com Microsoft Copilot ➔ https://www.microsoft.com/copilot GitHub Copilot ➔ https://github.com/features/copilot 📅 Register for digitalNow2026 in Washington, D.C. from October 25–28: https://digitalnow.sidecar.ai 🎀 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 , Mallory Mejias welcomes Dr. Jessica Miles , founder of The Informed Frontier , former VP of Strategy and Investments at Holtzbrinck, and advisory board member for Johns Hopkins University Press, for a fascinating look at how AI is transforming publishing, research, and trusted content ecosystems. Jessica explains what happens when AI becomes a “reader” instead of just a writer or assistant, why associations and scientific societies may already be part of AI training pipelines, and how organizations should think about crawl-based access, bulk licensing, and runtime access as the emerging gold standard. The conversation also explores AI’s impact on research integrity, peer review, content metrics, and the irreplaceable role of human accountability in an AI-driven knowledge ecosystem. 🔍 More about Dr. Jessica Miles: https://www.theinformedfrontier.com/ https://www.linkedin.com/in/jessicalmiles/ https://podcasts.apple.com/us/podcast/the-informed-frontier/id1842407705 🤖 Join the AI Mastermind: https://sidecar.ai/association-ai-mastermind 📕 Download the New 3rd Edition of ‘Ascend’: https://sidecar.ai/ai 🛠 AI Tools and Resources Mentioned in This Episode: OpenAI ➔ https://openai.com ChatGPT ➔ https://chatgpt.com Cloudflare ➔ https://www.cloudflare.com ProRata ➔ https://www.prorata.ai VetGeni ➔ https://www.vetgeni.com OpenEvidence ➔ https://www.openevidence.com DataSeer ➔ https://dataseer.ai 📅 Register for digitalNow2026 in Washington, D.C. from October 25–28: https://digitalnow.sidecar.ai 🎀 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 unpack Google I/O 2026 and what it signals for the future of AI-powered work, search, and member engagement. They explore Google’s push toward proactive, agentic AI across Gemini, Workspace, Search, and new infrastructure like Antigravity and TPU chips, while digging into what these changes mean for associations trying to protect their content, improve digital experiences, and stay relevant as members increasingly expect voice, multimodal interaction, intelligent search, and personalized service. The conversation also covers AI’s impact on career advice, leadership, web traffic, SEO, smart glasses, privacy, and why associations may need to double down on trust, niche expertise, and human connection in an increasingly agent-driven world. 🎥 Eric Schmidt Booed During Graduation Speech About AI - https://shorturl.at/bm7OZ 🤖 Join the AI Mastermind: https://sidecar.ai/association-ai-mastermind 📕 Download the New 3rd Edition of ‘Ascend’: https://sidecar.ai/ai 🛠 AI Tools and Resources Mentioned in This Episode: Google Glass ➔ https://en.wikipedia.org/wiki/Google_Glass Google Gemini ➔ https://gemini.google.com/ Google AI Mode ➔ https://search.google/ways-to-search/ai-mode/ Google Workspace with Gemini ➔ https://workspace.google.com/ Google Antigravity ➔ https://antigravity.google/ Google AI / Gemini Omni ➔ https://ai.google/ Google DeepMind Gemini Models ➔ https://deepmind.google/models/gemini/ OpenAI Codex ➔ https://developers.openai.com/codex/ Claude Code ➔ https://code.claude.com/ MemberJunction ➔ https://memberjunction.org/ 📅 Register for digitalNow2026 in Washington, D.C. from October 25–28: https://digitalnow.sidecar.ai 🎀 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 dig into two major shifts happening beneath the surface of AI: how enterprise software vendors are responding to the rise of AI agents, and why diffusion language models may be moving from research curiosity to real-world infrastructure faster than expected. They unpack Salesforce’s open, agent-friendly “Headless 360” strategy, SAP’s more restrictive API stance, and what these moves mean for associations trying to maintain control over their data. Then, they revisit diffusion LLMs through the lens of Inception Labs’ Mercury 2, exploring why faster, cheaper models could matter for voice agents, enterprise search, taxonomy work, content classification, and the future of model flexibility. 🤖 Join the AI Mastermind: https://sidecar.ai/association-ai-mastermind 📕 Download the New 3rd Edition of ‘Ascend’: https://sidecar.ai/ai 🛠 AI Tools and Resources Mentioned in This Episode: Sidecar AI Learning Hub ➔ https://learn.sidecar.ai/ Salesforce Agentforce ➔ https://www.salesforce.com/agentforce/ Cursor ➔ https://cursor.com Mistral AI ➔ https://mistral.ai MemberJunction ➔ https://memberjunction.org Betty ➔ https://www.bettybot.ai Inception Labs ➔ https://www.inceptionlabs.ai DeepSeek ➔ https://www.deepseek.com Kimi ➔ https://www.kimi.com CrewAI ➔ https://www.crewai.com SAP ➔ https://www.sap.com/ 📅 Register for digitalNow2026 in Washington, D.C. from October 25–28: https://digitalnow.sidecar.ai 🎀 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 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. 🤖 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: 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/ 📅 Register for digitalNow2026 in Washington, D.C. from October 25–28: https://digitalnow.sidecar.ai 🎀 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