Build Wiz AI Show
Episodes
LONGREPS: Reasoning Path Supervision for Long-Context Language Models
17 Mar 2025
Contributed by Lukas
The provided paper, "Chain-of-Thought Matters: Improving Long-Context Language Models with Reasoning Path Supervision," investigates the e...
Prompt Engineering for AI
16 Mar 2025
Contributed by Lukas
The provided article from DEV Community explains prompt engineering for artificial intelligence, emphasizing its importance in achieving better resul...
GraphFC: Graph-based Fact-Checking with Claim Decomposition
15 Mar 2025
Contributed by Lukas
The provided text introduces GraphFC, a new framework for fact-checking that converts claims into graph structures composed of subject-relation-obj...
LLM Agents: A Survey of Planning Approaches
14 Mar 2025
Contributed by Lukas
This survey examines the burgeoning field of large language models (LLMs) as planning modules for autonomous agents, offering the first systematic ov...
Anthropic's Model Context Protocol (MCP): Origins, Functionality, and Impact
13 Mar 2025
Contributed by Lukas
Anthropic's Model Context Protocol (MCP), introduced in late 2024, is presented as an open standard aiming to revolutionize how AI models intera...
🐳 Dockerizing AI: Model Context Protocol with Claude Desktop
12 Mar 2025
Contributed by Lukas
Docker is highlighted as an ideal solution for packaging and distributing Model Context Protocol (MCP) servers, which face challenges like environment...
Model Context Protocol: A QA Guide for AI Testing
12 Mar 2025
Contributed by Lukas
The primary text introduces the Model Context Protocol (MCP), a standardized approach for connecting AI models to external data sources, simplifying i...
Graph RAG: A Query-Focused Summarization Approach
12 Mar 2025
Contributed by Lukas
This research introduces Graph RAG, a novel approach to enhance question answering over large text collections by combining knowledge graphs and retri...
AI Agents: Tools, Planning, and Failure Modes - Huyen Chip
11 Mar 2025
Contributed by Lukas
AI agents, driven by foundation models, are emerging as intelligent assistants capable of perceiving and acting within their environments to complete ...
AI Agents Research Papers: Best of 2024
10 Mar 2025
Contributed by Lukas
Analytics Vidhya highlights the top AI Agents research papers of 2024, emphasizing their role in fields from NLP to autonomous systems. The article c...
Fine-Tuning LLMs: A Deep Dive into Alternatives
09 Mar 2025
Contributed by Lukas
Large language model (LLM) fine-tuning is a key technique for adapting pre-trained AI models to specific tasks or domains. Fine-tuning involves trai...
Advanced Prompt Engineering Techniques
08 Mar 2025
Contributed by Lukas
The provided texts explore the field of advanced prompt engineering, which focuses on refining inputs to AI models for optimal output. They highlight...
ChatGPT Prompts for Software Engineers
08 Mar 2025
Contributed by Lukas
The provided article explores the effective use of ChatGPT for software engineering tasks. It emphasizes the importance of clear and detailed prompts...
The Art of AI Prompt Crafting
08 Mar 2025
Contributed by Lukas
The "Art of AI Prompt Crafting" guide, found on the OpenAI Developer Forum, serves as a comprehensive resource for mastering the creation of...
Generative AI Agents: A Comprehensive Guide
07 Mar 2025
Contributed by Lukas
The "Google AI Agents" whitepaper introduces the concept of AI agents, which enhance generative AI models with reasoning, logic, and access to externa...
The First Few Tokens Are All You Need: An Efficient and Effective Unsupervised Prefix Fine-Tuning Method for Reasoning Models
06 Mar 2025
Contributed by Lukas
The provided paper introduces Unsupervised Prefix Fine-Tuning (UPFT), a novel method to improve the reasoning abilities of large language models. Thi...
Building Effective LLMs Agents
06 Mar 2025
Contributed by Lukas
Anthropic's article explores building effective AI agents using Large Language Models (LLMs), emphasizing simple and composable patterns over com...
Model Context Protocol (MCP) Explained
05 Mar 2025
Contributed by Lukas
Marco Codes' YouTube video explains the Model Context Protocol (MCP), an initiative by Anthropic (creators of Claude) that allows language models ...
LazyGraphRAG: High-Quality, Low-Cost Graph-Enabled RAG
05 Mar 2025
Contributed by Lukas
Microsoft Research presents LazyGraphRAG, a novel approach to Retrieval-Augmented Generation (RAG) that blends vector and graph-based search methods. ...
Retrieval Augmented Generation Architectures
05 Mar 2025
Contributed by Lukas
Conor Kelly's article explores Retrieval Augmented Generation (RAG) architectures, a technique enhancing large language models (LLMs) by integrati...
Graph RAG: A Query-Focused Summarization Approach
05 Mar 2025
Contributed by Lukas
This research introduces Graph RAG, a novel approach to enhance question answering over large text collections by combining knowledge graphs and retri...
DeepSeek-R1: Reasoning via Reinforcement LearningDeepSeek-R1: Reasoning via Reinforcement Learning
04 Mar 2025
Contributed by Lukas
DeepSeek-AI introduces DeepSeek-R1, a reasoning model developed through reinforcement learning (RL) and distillation techniques. The research explore...
Google Cloud AI Business Trends 2025
04 Mar 2025
Contributed by Lukas
Google's "AI Business Trends 2025" report analyzes key strategic trends expected to reshape businesses. It identifies five major trends...
LLM Post-Training: Reasoning, Reinforcement Learning, and Scaling
04 Mar 2025
Contributed by Lukas
This podcast presents a comprehensive survey of post-training techniques for Large Language Models (LLMs), focusing on methodologies that refine these...