All Episodes
Beyond Transformer Limitations: Building Trustworthy Reasoning AI
Current AI struggles with long-term reasoning due to design flaws. Discover next-generation models that overcome these limitations for robust, trustworthy AI.
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Embracing Complexity and ROI for Sustainable AI Advantage
AI's true value lies in managing complex, second-order effects, not just immediate fixes. Embrace difficulty to build sustainable, competitive advantage with new models and ROI-first strategies.
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CSS's Evolution: From Styling to Complex Functionality
CSS is a powerful engine for complex functionality, accessibility, and performance, moving beyond aesthetics to enable sophisticated layouts and animations previously requiring JavaScript.
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AI Transforms Intelligence: Citizen Surveillance, Security, and Collective Defense
Intelligence is no longer just for governments; AI makes it a tool and threat for every citizen. Understand ubiquitous surveillance and democratized AI to navigate this new paradigm.
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AI-Generated Tech Debt and Evolving Developer Roles
AI creates significant tech debt by missing internal context, shifting developer roles to prompt optimization and requiring new tools for planning, coding, and maintenance.
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Backend Specification and API Design for AI-Driven Frontends
Universal frontend interfaces risk overwhelming backend systems. Shift to explicit backend specifications and componentized APIs for performance and user expectation management.
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AWS Evolution: Abstracting Toil from Infrastructure to Agentic AI
AWS abstracts operational toil, evolving from internal scaling solutions to serverless and agentic AI, empowering developers to focus on code and accelerating software delivery.
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IBM's Platform-Centric AI Adoption for Productivity and Value
IBM embeds AI across all workflows, boosting productivity and business value through a disciplined platform approach that balances rapid experimentation with robust governance.
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AI Augments, Not Replaces, Human Judgment in Software Development
AI accelerates coding for routine tasks but requires human judgment for complex problems, ensuring quality and developing engineers' deep understanding.
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Shopify's Sidekick: Embedding Human Opinion to Elevate AI Development
Shopify's Sidekick AI embeds human opinions into ground truth data, creating AI that learns and adapts to merchant needs, avoiding hallucinations and personalizing e-commerce experiences.
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AI Bots Reshape Internet Traffic -- Commerce Benefits, Publishers Threatened
AI bots are transforming internet traffic, growing 400% annually and blurring lines between bots and agents. Manage this shift by understanding intent, not just identification, to navigate new commerce and content challenges.
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Balancing Speed and Stability--Mitigating Tech Debt from Software Development Shortcuts
Shortcuts in software development, driven by speed, introduce hidden risks and technical debt. Re-emphasize human oversight and upfront planning to ensure system integrity and sustainable growth.
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AI Mediates Community Dialogue, Navigates Generative Risks
AI mediates dialogue and reveals innovation gaps, but rapid advancements demand societal readiness to prevent manipulation and ensure human intent.
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Hybrid Cloud Integration Requires Unified VM and Kubernetes Management
Legacy VMs persist, demanding integration with containers. AI can modernize old code, while on-premises Kubernetes simplifies hybrid environments for economic efficiency.
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AI Hype Obscures Non-Determinism Risks and Undermines Open Knowledge
AI's non-deterministic nature and anthropomorphic interface create significant risks, obscuring limitations and undermining honest evaluation. Understand AI as a tool, not magic, for responsible innovation.
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AI Agents' Hype vs. Practicality and Workforce Implications
AI agents are currently marketing hype, with real value found in orchestrating specialized agents for tasks tolerating a 20% error rate, not replacing human judgment.
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Enterprise AI Adoption Challenges: Trust, ROI, and Job Market Transformation
AI transforms jobs and physical spaces, yet enterprise trust and ROI remain key hurdles. Learn to navigate AI's unpredictable nature and ensure responsible, valuable adoption.
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AI-Driven Interfaces Demand New Backend Strategies and Context Management
AI enables entirely new businesses and accelerates data access by automating complex interactions, demanding new interface designs for persistent, shared memory and just-in-time context.
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AI Code Review Transforms Development Through AST Context
AI code review tools, powered by AST context, identify correctness issues better than humans, accelerating deployments and freeing engineers for higher-value tasks.
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Multi-Agent Systems Require New Infrastructure for Identity, Discovery, and Observability
Unlock enterprise value by automating tasks with multi-agent systems, a new infrastructure layer beyond cloud-native that requires advanced identity and discovery for interoperable, trustworthy AI collaboration.
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Robotics Now Built Like Modern Software
Viam revolutionizes robotics, treating hardware as composable software blocks for rapid iteration and development, akin to modern software engineering tools.
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Thunderstorm Frequencies Unlock Plant Growth, Echoing Indigenous Wisdom
Rainstick harnesses ancient Indigenous rainmaking wisdom, using bioelectricity and precise frequencies to mimic thunderstorms and dramatically accelerate plant growth for agriculture and restoration.
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Unlock Idle GPUs: The Tetris Game of AI Resource Allocation
GPU scarcity stems from underutilization, not capacity limits; efficient allocation requires Tetris-like scheduling, not simple distribution, optimizing omnicloud resources for AI's CapEx economics.
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AI Reshapes Engineering: From Code to Architecture
AI reshapes software engineering from coding to architecture and expands software's capabilities into human-like tasks, potentially automating significant portions of US labor by 2030.
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User Experience Trumps AI Power for Agent Adoption
monday.com reveals how shifting focus from tech capabilities to user experience, managing expectations through naming and entry points, and embedding interfaces solves AI adoption challenges.
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Speed, Infrastructure, and Evals: The AI Agent Trifecta
Unlock AI agent potential: discover how lightning-fast inference, evolved evals, and smart tooling engineer agents that deliver speed, quality, and real-world effectiveness.
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Grounding Enterprise AI with Community-Driven Expertise
Enterprise AI thrives on community knowledge systems grounding probabilistic tools in trusted internal expertise, combating hallucinations with validated context for enhanced developer velocity and accuracy.
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