Inside AsembleAI: DeepTech, AI & Science

"AI native software development" gets thrown around everywhere right now—and almost nobody can define it clearly. Not a chatbot bolted on. Not Copilot autocomplete. We mean production-grade systems where AI agents write, orchestrate, and ship the work end-to-end. In this episode, hosts Sam Dave and Mac Goswami sit down with Mohamed Faker, Engineering Leader, Financial Services AI at Vanguard Group...

97% false positives. Millions of alerts daily. Security tools that can't keep up. The threat landscape has outpaced traditional security operations—and Agentic AI is the answer. In this episode, hosts Mac Goswami and Sam Dey sit down with Ramya Ganesh, Top 50 Women Cybersecurity Leads in the US and AI leader at Cisco, to break down how autonomous AI agents are transforming cybersecurity from detec...

What does it take to call out billion-dollar healthcare AI companies when the system is rigged against whistleblowers? In this episode of Inside Assemble AI, hosts Sam Day and Mac welcome Sergei Polevikov, PhD-trained data scientist, AI entrepreneur, author of the widely-read Substack newsletter AI Health Uncut, and co-host of Digital Health Inside Out. Sergei has spent years investigating irregul...

68.5 billion euros in EPL betting annually. 1.4 million data points per match. Soccer sits at the absolute center of the AI revolution, and it's transforming the world's most popular sport from officiating to tactical analysis. In Episode 2 of our "AI in Sports Analytics" series, hosts Sam Dave and Mac Goswami explore how AI fundamentally changed soccer from 2020-2025. Revolutionary Technology: Se...

1.4 million data points per game. NBA teams now track every player movement, defensive rotation, and shot attempt with AI-powered analytics—and it's transforming professional basketball in real-time. In this first episode of our "AI in Sports Analytics" series, hosts Sam Dey and Mac Goswami explore how the NBA and WNBA embraced AI more aggressively than any other league. Game-Changing Technology:...

143% growth for AI Engineers. 136% for Prompt Engineers. 135% for AI Content Creators. These aren't niches—they're fundamental new careers that couldn't exist before AI. In this final "Who Survives the AI Shift" episode, Sam Dey and Mac Goswami reveal 16 brand-new job titles from 2025: Knowledge Architect, Orchestration Engineer, Conversation Designer, Human-AI Collaboration Leader. Top Emerging R...

50% of employees need reskilling by 2026-RIGHT NOW. Are you ready, or already falling behind? In this critical episode of "Who Survives the AI Shift," hosts Sam Dave and Mac Goswami expose the brutal reality: only 49% of employees feel equipped for their roles (down from 59% in 2024). Gen Z confidence crashed 20 points to 39%. The gap between awareness and action is where careers die. Key Takeaway...

Can AI amplify filmmaking creativity without killing the craft? Season 4 guest Sam Joos—20-year filmmaker, founder of AI Ad Studio and AI Film Society - shows how generative AI is transforming commercial production from $500K budgets to bedroom studios. Key Insights: The Breakthrough Moment: "Once I started prompting AI like I'd talk to a crew member on set, the cheat code unlocked." Sam went from...

Which jobs are AI eliminating right now—not in five years, but today? In this hard-hitting episode of Inside AsembleAI, hosts Sam Dave and Mac Goswami examine the roles facing immediate AI displacement, backed by 2025 data showing actual job losses happening across industries. This is the episode nobody wants to hear but everyone needs to understand. What You'll Discover: Customer Service: The Fir...

Not all jobs are at risk from AI automation. In this episode of Inside AsembleAI, hosts Sam Dey and Mac Goswami reveal the safe zones—careers where AI enhances human work rather than eliminating it-and explain the crucial "why" behind these patterns so you can evaluate your own role's resilience. What You'll Learn: Healthcare: The Clearest Example of AI Augmentation 34 million new healthcare roles...

Is AI really coming for your job? Or is the "AI apocalypse" just another tech scare story? In this episode of Inside AsembleAI, hosts Sam Dave and Mac Goswami cut through the fear-mongering headlines to examine what's actually happening in the AI job market right now - backed by hard data from the World Economic Forum, SHRM, Goldman Sachs, and Microsoft research. What You'll Discover: The Real Num...

AI analytics represents a fundamental shift from analyzing what happened to predicting what will happen. Traditional marketing analytics was retrospective-dashboards showing last month's performance, reports explaining why campaigns succeeded or failed. AI analytics is prospective-predictive models forecasting customer behavior, propensity scores indicating conversion likelihood, churn risk signal...

Servian Global Solutions projects that 95% of customer interactions will be AI-powered by 2025. We're in 2026 now-that's not a future prediction anymore, it's the present reality. The chatbot market is growing by $11.45 billion through 2026, fueled by major advances in natural language processing and machine learning making chatbots intuitive, context-aware, and capable of handling genuinely compl...

Traditional ad buying involved manual targeting, static audiences, and fixed bids. AI advertising uses machine learning to optimize targeting, bidding, and creative selection in real time across millions of data points. Performance Max and Meta Advantage+ campaigns represent this evolution - algorithms handling what used to require entire teams of media buyers. Smart bidding algorithms adjust bids...

The numbers are staggering: 96% of companies now use generative AI for content production. Companies report 3-5x more content output, 30-50% cost savings, and 50% reductions in creation time. This isn't incremental improvement—it's transformational change in how marketing teams operate. AI content creation in 2025 encompasses far more than ChatGPT writing blog posts. We're talking about integrated...

AI personalization has evolved dramatically from basic segmentation to true individual-level customization. McKinsey's 2025 research shows businesses using advanced personalization techniques are seeing 10-15% revenue increases, with 89% of decision makers saying AI-driven personalization will be critical in the next three years. This isn't optional anymore-it's competitive survival. Consumer expe...

Welcome to the final episode of the AI in Finance series, exploring algorithmic trading and AI market makers—genuinely the wild west of AI in finance. Here's context most people don't realize: 60-70% of equity market volume already comes from algorithmic trading, with high-frequency trading alone accounting for roughly 50%. When you think about the stock market, you're thinking about a system that...

AI in credit decisions is genuinely controversial because it could either democratize lending and expand access to underserved populations or take historical discrimination and amplify it at scale. The reality is both are happening simultaneously in different institutions—it all depends on how intentionally the AI is designed and monitored for fairness. Sam and Mac examine how AI is disrupting tra...

Compliance has traditionally been viewed as a pure cost center—regulatory overhead that doesn't generate revenue. But AI is fundamentally changing this equation by turning compliance from a defensive obligation into an actual strategic advantage. New LSTM networks are achieving 94.2% accuracy in compliance monitoring while simultaneously cutting false positives dramatically. Sam and Mac explore wh...

Over 50% of fraud now involves AI. FIDZY surveyed 562 fraud professionals globally and found AI-powered fraud has become the norm, not the exception. We're talking about deepfakes, synthetic identities, and AI-powered phishing so sophisticated it's basically indistinguishable from legitimate communications. The counter punch? 90% of banks are now using AI to fight back—fighting fire with fire. Sam...

Stanford just dropped a bombshell study: an AI analyst made 30 years of stock picks and outperformed 93% of human mutual fund managers by an average of 600 basis points—that's 6% annually. This is absolutely massive in the investment world, kicking off Inside AssembleAI's AI in Finance series with the technology that's shaking Wall Street. Here's what's fascinating: the AI mostly used simple varia...

In 2024, a single cyber attack exposed the medical records of 190 million Americans. As healthcare organizations rush to adopt AI—with 38% now using it regularly—a new crisis is emerging: how do we harness AI's transformative power while protecting the most sensitive data we possess? This episode tackles the critical intersection of AI innovation and healthcare data security, where the stakes coul...

In 2024, the Nobel Prize in Chemistry was awarded for an AI breakthrough - an unprecedented recognition that signals a fundamental shift in scientific discovery. This episode explores how Google DeepMind's AlphaFold and AlphaGenome are revolutionizing protein biology and genomics, solving problems previously deemed unreachable. For 50 years, determining protein structures required months of painst...

By 2024, synthetic data will comprise 60% of all healthcare AI training data. This episode explores how this shift is solving the industry's massive data problem while protecting patient privacy. Healthcare faces a critical paradox: AI needs vast patient data for accurate diagnoses and personalized treatments, but HIPAA and GDPR restrict access to real records. Synthetic data offers a breakthrough...

The pharmaceutical industry is experiencing its most significant transformation in decades. AI is slashing drug development timelines from 10-15 years to 18-24 months and reducing costs from $2.6 billion to tens of millions—making previously impossible treatments financially feasible. Sam and Mac explore how AI is fundamentally changing drug discovery. Traditional methods required screening millio...