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
Autor
domainshift.ai
Categoría
Web del podcast
Último episodio
25 de may. de 2026
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Episodios
Reinforcement Learning from AI Feedback (RLAIF) 25.05.2026 1:41
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 1:43
Understand the crucial process of ensuring AI systems behave consistently with human values, goals, and ethical principles.
Constitutional AI 28.04.2026 1:35
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 1:28
Discover how humans collaborate with AI in training, evaluation, and operation to enhance accuracy, reliability, and adaptability.
Agent Frameworks 16.04.2026 1:41
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 1:23
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 1:38
Explore neural networks that transmit information through timed spikes, more closely mimicking biological neurons for energy-efficient computation.
Neuromorphic Computing 09.04.2026 1:40
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 2:03
Learn about the enhanced LSTM architecture with exponential gating and modified memory structures for improved scalability and performance.
Linear Transformers 07.04.2026 1:42
Explore transformers that replace softmax attention with linear attention functions, reducing complexity from quadratic to linear.
Hyena 06.04.2026 2:11
Discover a subquadratic-time replacement for attention using long convolutions and gating, enabling processing of extremely long sequences.
RetNet (Retentive Network) 05.04.2026 2:01
Understand a foundation architecture balancing training parallelism, low-cost inference, and performance through flexible retention mechanisms.
RWKV (Receptance Weighted Key Value) 02.04.2026 1:53
Learn about an architecture combining transformer parallelizable training with RNN efficient inference through linear attention mechanisms.
Mamba 01.04.2026 1:57
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 1:46
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 1:35
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 2:00
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 2:22
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 2:13
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 1:58
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 2:15
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 2:21
Explore the evolution beyond traditional RPA by incorporating LLMs and AI agents for dynamic management of complex workflows.
Agent2Agent (A2A) Protocol 19.03.2026 2:15
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 2:23
Understand computerized systems composed of multiple interacting intelligent agents that work collectively to solve complex problems.
Agentic Workflows 17.03.2026 2:36
Learn about AI-driven processes where autonomous agents dynamically make decisions and coordinate tasks with flexibility and adaptability.
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