domainshift.ai

Talk AI To Me

A microcast breaking down AI and machine learning concepts in under two minutes per episode. https://www.domainshift.ai

Author

domainshift.ai

Category

Technology

Podcast website

www.domainshift.ai

Latest episode

May 25, 2026

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Episodes

Reinforcement Learning from AI Feedback (RLAIF) 25.05.2026

Discover how AI models can train other AI models using automated feedback, addressing the scalability limitations of human feedback approaches.

AI Alignment 05.05.2026

Understand the crucial process of ensuring AI systems behave consistently with human values, goals, and ethical principles.

Constitutional AI 28.04.2026

Explore Anthropic's method for training AI systems using a constitution of rules and principles for self-critique and alignment.

Human-in-the-Loop (HITL) 21.04.2026

Discover how humans collaborate with AI in training, evaluation, and operation to enhance accuracy, reliability, and adaptability.

Agent Frameworks 16.04.2026

Understand the SDKs and libraries providing tools to build, manage, and deploy autonomous AI agents with pre-built components.

Model Context Protocol (MCP) 14.04.2026

Learn about Anthropic's open protocol standardizing how applications provide context to LLMs—the "USB-C for AI applications."

Spiking Neural Networks (SNNs) 12.04.2026

Explore neural networks that transmit information through timed spikes, more closely mimicking biological neurons for energy-efficient computation.

Neuromorphic Computing 09.04.2026

Discover computer engineering modeled after the human brain and nervous system, creating devices that learn and adapt like biological systems.

xLSTM (Extended Long Short-Term Memory) 08.04.2026

Learn about the enhanced LSTM architecture with exponential gating and modified memory structures for improved scalability and performance.

Linear Transformers 07.04.2026

Explore transformers that replace softmax attention with linear attention functions, reducing complexity from quadratic to linear.

Hyena 06.04.2026

Discover a subquadratic-time replacement for attention using long convolutions and gating, enabling processing of extremely long sequences.

RetNet (Retentive Network) 05.04.2026

Understand a foundation architecture balancing training parallelism, low-cost inference, and performance through flexible retention mechanisms.

RWKV (Receptance Weighted Key Value) 02.04.2026

Learn about an architecture combining transformer parallelizable training with RNN efficient inference through linear attention mechanisms.

Mamba 01.04.2026

Explore a selective State Space Model that addresses transformers' quadratic bottleneck with linear scaling and significantly faster inference speeds.

State Space Models (SSMs) 31.03.2026

Discover models inspired by control theory that provide an efficient alternative to transformers for handling long-range dependencies in sequential data.

Switch Transformers 30.03.2026

Understand how this architecture uses a single-expert routing mechanism to scale models to trillions of parameters efficiently.

Mixture of Experts (MoE) 29.03.2026

Learn about an architecture that divides neural networks into specialized sub-networks, enabling massive scale without proportional computational cost.

Small Language Models (SLMs) 26.03.2026

Explore compact AI models with millions to billions of parameters, designed for efficient deployment on edge devices and resource-constrained environments.

Vision-Language-Action (VLA) Models 25.03.2026

Discover multimodal foundation models that integrate vision, language, and action to enable robots to perceive, understand instructions, and execute physical tasks.

Physical AI 24.03.2026

Discover how AI enables autonomous systems to perceive, understand, and perform complex actions by incorporating spatial relationships and physical laws.

Embodied AI 23.03.2026

Learn about the integration of artificial intelligence into physical systems like robots, enabling them to perceive, reason, and act in the real world.

Agentic Process Automation (APA) 22.03.2026

Explore the evolution beyond traditional RPA by incorporating LLMs and AI agents for dynamic management of complex workflows.

Agent2Agent (A2A) Protocol 19.03.2026

Discover the open standard enabling secure and interoperable communication between different AI agents, regardless of underlying framework or vendor.

Multi-agent Systems 18.03.2026

Understand computerized systems composed of multiple interacting intelligent agents that work collectively to solve complex problems.

Agentic Workflows 17.03.2026

Learn about AI-driven processes where autonomous agents dynamically make decisions and coordinate tasks with flexibility and adaptability.

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