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Sam Witteveen Articles

OpenAI GPT 4.1 Models: Catch-up for Enterprise with Enhanced Features
OpenAI introduces GPT 4.1 models - catch-up models for enterprise users. Enhanced instruction following, competitive pricing, but misses in output tokens and audio model. Deprecating 4.5 model. GPT 4.1 prompting guide offers insights. Exciting future prospects with GPT 4.1 Nano.

Exploring Google Cloud Next 2025: Unveiling the Agent-to-Agent Protocol
Sam Witteveen explores Google Cloud Next 2025's focus on agents, highlighting the new agent-to-agent protocol for seamless collaboration among digital entities. The blog discusses the protocol's features, potential impact, and the importance of feedback for further development.

Google Cloud Next Unveils Agent Developer Kit: Python Integration & Model Support
Explore Google's cutting-edge Agent Developer Kit at Google Cloud Next, featuring a multi-agent architecture, Python integration, and support for Gemini and OpenAI models. Stay tuned for in-depth insights from Sam Witteveen on this innovative framework.

Mastering Audio and Video Transcription: Gemini 2.5 Pro Tips
Explore how the channel demonstrates using Gemini 2.5 Pro for audio transcription and delves into video transcription, focusing on YouTube content. Learn about uploading video files, Google's YouTube URL upload feature, and extracting code visually from videos for efficient content extraction.

Unlocking Audio Excellence: Gemini 2.5 Transcription and Analysis
Explore the transformative power of Gemini 2.5 for audio tasks like transcription and diarization. Learn how this model generates 64,000 tokens, enabling 2 hours of audio transcripts. Witness the evolution of Gemini models and practical applications in audio analysis.

OpenAI's New Project: Community Input Key for Omni Model Development
Fans debate OpenAI's new open-source project: 03 mini vs. phone-sized model. Community input crucial for upcoming omni model release. Share feedback with OpenAI for a chance to shape the future of AI technology.

Revolutionizing Instruction Following: Open AI's Image Generation Model Unleashed
Discover how open AI's latest image generation model revolutionizes instruction following, sparking creativity with Studio Ghibli-style images and mind maps. Explore its advanced capabilities and potential for innovative applications.

Unveiling Quen 2.5 Omni: Revolutionizing AI with Multimodal Capabilities
Explore the cutting-edge Quen 2.5 Omni model, an open-source multimodal AI marvel allowing text, audio, video, and image inputs with precise outputs. Witness its innovative architecture, unique features, and seamless performance in revolutionizing the AI landscape.

Introducing Gemini 2.5 Pro: Enhanced Thinking & Coding Capabilities
Discover the latest Gemini 2.5 Pro model from Sam Witteveen, showcasing enhanced thinking capabilities and improved performance. Explore its coding prowess and structured reasoning process in this innovative release.

Nvidia GTC 2025: Unveiling Llama Neotron Super 49b V1 and Model Advancements
Nvidia unveils reasoning models at GTC 2025, including llama neotron super 49b V1. Explore post-training dataset and API access for model testing. Compare 49b and 8b models' performance and discuss local versus cloud model usage. Exciting developments in reasoning model technology.

Small Dockling: Precision OCR for Document Understanding
Small Dockling, a compact OCR model by Hugging Face and IBM, excels in document understanding and conversion. With 256 million parameters, it offers precise extraction and outperforms competitors. This versatile tool is ideal for tailored OCR tasks and fine-tuning, making it a standout choice in the OCR landscape.

Exploring Open AI Agents SDK: Building Dynamic Systems for In-N-Out and McDonald's
Sam Witteveen explores the Open AI Agents SDK, showcasing its features through building agents for In-N-Out Burger and McDonald's. Learn about synchronous runs, adding tools, and creating orchestrator agents for efficient task delegation. Discover the potential of AI agents with memory and advanced functionalities.

OpenAI Launches Developer APIs: Responses, Web Search, and Computer Use
OpenAI unveils new APIs for developers, including the Responses API for streamlined access to advanced AI models. Features include web search, file search, and Computer Use technology for task completion. Exciting tools to elevate projects and drive innovation in AI development.

Unveiling Gemma 3: Revolutionizing AI Models
Explore the groundbreaking Gemma 3 models, featuring four variants with enhanced multimodal capabilities and longer context windows. With improved architectures and training techniques, Gemma 3 sets a new standard in AI model performance and versatility. Discover more about Gemma 3's impressive features and applications.

Mastering OCR: MRA's Multilingual Model Unleashed
Explore MRA's cutting-edge OCR model through a detailed comparison with competitors, showcasing its multilingual capabilities, cost-effectiveness, and efficient batch processing. Witness a hands-on demonstration of the API's seamless text and image extraction features for versatile data processing.

Quen's qwq 32b Model: Local Reasoning Powerhouse Outshines Deep seek R1
Quen introduces the powerful qwq 32b local reasoning model, outperforming the Deep seek R1 in benchmarks. Available on Hugging Face for testing, this model offers top-tier performance and accessibility for users interested in cutting-edge reasoning models.

Microsoft's F4 and 54 Models: Revolutionizing AI with Multimodal Capabilities
Microsoft's latest F4 and 54 models offer groundbreaking features like function calling and multimodal capabilities. With billions of parameters, these models excel in tasks like OCR and translation, setting a new standard in AI technology.

Unveiling OpenAI's GPT 4.5: Underwhelming Performance and High Costs
Sam Witteveen critiques OpenAI's GPT 4.5 model, highlighting its underwhelming performance, high cost, and lack of innovation compared to previous versions and industry benchmarks.

Unleashing Ln AI's M OCR: Revolutionizing PDF Data Extraction
Discover Ln AI's groundbreaking M OCR model, fine-tuned for high-quality data extraction from PDFs. Unleash its power for seamless text conversion, including handwriting and equations. Experience the future of OCR technology with Ln AI's transparent and efficient solution.

Anthropic's Claw 3.7 Sonet: Revolutionizing Coding and Reasoning
Anthropic unveils Claw 3.7 Sonet, a powerful model for coding and reasoning tasks. Financial projections hint at a bright future. Transparency and extended thinking redefine benchmarks, showcasing the model's coding prowess and potential for real-world applications.

Google Gemini 2.0: Revolutionizing AI with Enhanced Multimodality
Google's Gemini 2.0 flash model revolutionizes AI with enhanced text outputs, Native Audio for multilingual voice generation, internal image creation, and a multimodal live API for real-time interactions. Unified SDK simplifies development for seamless integration.

Introducing Gemini 2.0 Flash: Enhanced AI Reasoning with Chain of Thought Traces
Gemini 2.0 Flash, a cutting-edge AI model, showcases Chain of Thought traces for enhanced reasoning. Developed by the Gemini team, led by Logan Kilpatrick and Jeff Dean, this experimental gem outperforms competitors in the chatbot arena. Accessible for free on AI Studio, Gemini 2.0 Flash offers detailed thought processes and accurate responses, setting a new standard in AI technology.

Revolutionizing Data Extraction: Alama's Structured Outputs and Vision Models
Discover how Alama's structured outputs revolutionize data extraction from text and images. Learn how to set up classes in Python for precise results and build apps using vision models. Explore code examples and comparisons between Alama and open AI endpoints for efficient AI development.

Unlock Video Insights: Analyzing Content with AI Studio and Unified SDK
Discover the power of the new video analyzer tool on AI Studio with Sam Witteveen. Learn how to upload, analyze, and dissect videos using code and the unified SDK in CoLab. Uncover functions like A/V captions, key moments, and numeric values for in-depth video insights. Explore the endless possibilities of visual analysis with this cutting-edge tool.

Unlocking AI Studio: Gemini 2.0 for Real-Time Voice and Video Interactions
Discover the endless possibilities of AI studio with Sam Witteveen's live streaming bi-directional API. From role-playing scenarios to app guidance, explore the power of Gemini 2.0 for real-time voice and video interactions. Unleash your creativity and dive into the world of AI innovation today!

Mastering Multi-Agents: Tools, Models, and Coordination
Explore the world of building multi-agents with tools like Alama, Claude, Gemini, Gradio, and OpenAI. Learn how to optimize small agents with different models and the importance of setting up huggingface tokens. Witness the seamless coordination of agents in complex tasks and the power of multi-agent systems.

Revolutionize AI Development with Small Agents: Hugging Face's Innovative Approach
Explore the innovative small agents library by Hugging Face, offering a unique approach to building intelligent agents with a focus on code communication and dynamic decision-making. Learn how to leverage open-source models and create custom tools for efficient AI development.

Enhancing Language Model Performance: Microsoft's Prompt Wizard Revolution
Explore the transformative impact of Microsoft's Prompt Wizard framework on optimizing prompts for language models like LLMs. Learn how this innovative tool automates prompt refinement and enhances model performance for superior results.

Deep Seek R1 Model: Unleashing Advanced AI Capabilities
Deep Seek introduces the innovative R1 model and a family of models, including the Deep 60 and distilled models. The R1 model outperforms competitors in benchmarks, showcasing its advanced capabilities and potential for various applications.

Unlocking Kakuro 82m: Your Local TTS System Guide
Discover Kakuro 82m, a top-performing local TTS system gaining popularity for its exceptional voice options and user-friendly setup. Learn how to run Kakuro locally and create custom voices for engaging conversations without relying on external APIs.

Mastering Deep Seek: Hacks for Agent Integration with Pantic AI
Explore Deep seek's structured responses challenges and hacks for agent integration using Pantic AI. Learn to navigate model limitations and optimize output formatting effectively.

Revolutionizing AI: Deep's Janus Pro Model Unleashed
Explore Deep's groundbreaking Janus Pro model on Sam Witteveen, revolutionizing AI with its unique blend of vision and language capabilities for image interpretation, question answering, and image generation from text inputs. Witness the future of AI innovation in action.

MISTRA Unveils M Small 3: A Versatile 24B Parameter AI Model
MISTRA introduces the powerful M Small 3 model, a 24 billion parameter AI beast competitive with LLAMA and QUEN. Versatile, efficient, and open-source, it offers quick outputs, structured results, and seamless function calling, promising endless possibilities for users.

Google's Gemini 2.0 Pro Model: AI Studio Advancements
Google unveils Gemini 2.0 pro model in AI Studio, featuring 2M token count for coding and reasoning tasks. New flash and flashlight models offer fast text processing. Models support image and audio output, available in vertex for production use. Exciting advancements in AI technology.

Unlocking AI Power: Gemini 2.0 Models and Browser Use Exploration
Explore the latest in AI technology with Sam Witteveen as they dive into the Gemini 2.0 models and Project Mariner for enhanced browser automation. Learn about Browser Use's open-source software, setting up the system, and testing its capabilities in automating tasks efficiently.