Willow Ventures

Time series foundation models can be few-shot learners | Insights by Willow Ventures

Time series foundation models can be few-shot learners | Insights by Willow Ventures

Redesigning the Model: Understanding TimesFM and In-Context Fine-Tuning As businesses increasingly rely on accurate data forecasting, models like TimesFM are revolutionizing how time series data is processed. This blog explores the innovative features of TimesFM and its enhanced version, TimesFM-ICF (In-Context Fine-tuning). What is TimesFM? TimesFM is a state-of-the-art decoder model that tokenizes 32 contiguous […]

Benchmarking large language models for global health | Insights by Willow Ventures

Benchmarking large language models for global health | Insights by Willow Ventures

Harnessing Large Language Models in Healthcare: A New Frontier Large language models (LLMs) are revolutionizing the way we approach medical and health-related question answering. These advanced technologies hold promise for enhancing diagnostic accuracy and accessibility, especially in low-resource settings. The Role of LLMs in Medical Education LLMs have been evaluated through various health-related assessments, including […]

How to onboard non-technical marketers to automation tools with zero headaches | Insights by Willow Ventures

How to onboard non-technical marketers to automation tools with zero headaches | Insights by Willow Ventures

Elevate Your Marketing with AI: A 14-Day Onboarding Guide In today’s digital landscape, leveraging AI for marketing doesn’t have to be daunting for non-technical marketers. With the right tools and strategies, you can transform your campaigns into impactful outreach in just two weeks. What Are Marketing Automation Tools? Marketing automation tools, such as HubSpot Marketing […]

Understanding the Universal Tool Calling Protocol (UTCP) | Insights by Willow Ventures

Understanding the Universal Tool Calling Protocol (UTCP) | Insights by Willow Ventures

Understanding the Universal Tool Calling Protocol (UTCP) The Universal Tool Calling Protocol (UTCP) provides a streamlined, secure framework for AI agents and applications to connect directly with tools. By eliminating the need for intermediary servers, UTCP simplifies integrations, enhances performance, and reduces complexity. Key Features of UTCP Lightweight and Secure UTCP allows tools to be […]

Level up your content marketing funnel — here’s how I make the right content for each stage | Insights by Willow Ventures

Level up your content marketing funnel — here’s how I make the right content for each stage | Insights by Willow Ventures

Crafting Content for Every Stage of the Marketing Funnel Creating effective content across all stages of the marketing funnel is crucial for guiding potential buyers toward conversion. It’s essential to understand what your audience needs at each stage to meet them where they are in their buyer’s journey. Understanding the Content Marketing Funnel The content […]

A framework for unobtrusive interaction with proactive AR agents | Insights by Willow Ventures

A framework for unobtrusive interaction with proactive AR agents | Insights by Willow Ventures

Understanding the Benefits of Sensible Agent Over Traditional AR Assistants In the ever-evolving world of technology, comparing innovative tools provides valuable insights into their effectiveness. This blog post explores how Sensible Agent outperforms traditional voice-controlled AR assistants based on cognitive load, usability, and user preference. Key Findings from the Comparison Cognitive Load Reduction One of […]

LLM-as-a-Judge: Where Do Its Signals Break, When Do They Hold, and What Should “Evaluation” Mean? | Insights by Willow Ventures

LLM-as-a-Judge: Where Do Its Signals Break, When Do They Hold, and What Should “Evaluation” Mean? | Insights by Willow Ventures

Understanding LLM Judge Scoring: Insights and Implications In the evolving landscape of artificial intelligence, understanding how Large Language Models (LLMs) serve as judges (LLM-as-a-judge, or LAJ) is crucial. This blog post delves into key aspects of their scoring systems and highlights the potential challenges and advantages of this technology. What Is Measured by LLM Judge […]

White House offers more details about potential TikTok deal | Insights by Willow Ventures

White House offers more details about potential TikTok deal | Insights by Willow Ventures

TikTok’s Future in the U.S.: Progress Toward Majority American Ownership In a significant development for TikTok, White House Press Secretary Karoline Leavitt announced that an agreement has been reached for the app’s U.S. operations to be spun out under majority American ownership. While not yet signed, this agreement signals a pivotal shift in the platform’s […]

Deep researcher with test-time diffusion | Insights by Willow Ventures

Deep researcher with test-time diffusion | Insights by Willow Ventures

Unveiling the Future of Research: Test-Time Diffusion Deep Researcher Recent advancements in large language models (LLMs) have propelled the development of deep research (DR) agents, revolutionizing how we approach information gathering and academic writing. Among these innovations is the Test-Time Diffusion Deep Researcher (TTD-DR), a pioneering research agent that mirrors human research processes. Understanding Deep […]

Qwen3-ASR-Toolkit: An Advanced Open Source Python Command-Line Toolkit for Using the Qwen-ASR API Beyond the 3 Minutes/10 MB Limit | Insights by Willow Ventures

Qwen3-ASR-Toolkit: An Advanced Open Source Python Command-Line Toolkit for Using the Qwen-ASR API Beyond the 3 Minutes/10 MB Limit | Insights by Willow Ventures

Unlocking the Power of Qwen3-ASR-Toolkit for Audio Transcription Qwen3-ASR-Toolkit is a game-changing tool designed to enhance audio transcription capabilities. With its ability to bypass limitations of standard APIs, it opens new avenues for handling larger audio files seamlessly. What is Qwen3-ASR-Toolkit? Qwen3-ASR-Toolkit is an MIT-licensed Python CLI tool that helps developers efficiently transcribe long audio […]

14 critical elements I think every website homepage should have | Insights by Willow Ventures

14 critical elements I think every website homepage should have | Insights by Willow Ventures

Unlocking the Power of Your Homepage: Essential Elements for Design Your homepage is the most crucial page of your website, acting as the virtual front door that can either welcome or repel visitors. In this article, we’ll explore essential elements that can transform your homepage into an effective conversion tool. Why Your Homepage Matters Many […]

Google’s Sensible Agent Reframes Augmented Reality (AR) Assistance as a Coupled “what+how” Decision—So What does that Change? | Insights by Willow Ventures

Google’s Sensible Agent Reframes Augmented Reality (AR) Assistance as a Coupled “what+how” Decision—So What does that Change? | Insights by Willow Ventures

Exploring Google’s Sensible Agent: A New Paradigm in Augmented Reality Interaction Google’s Sensible Agent is transforming how augmented reality (AR) agents engage users by combining action selection with interaction modality in real time. This innovative framework aims to reduce social awkwardness and enhance usability by addressing both what an agent should suggest and how to […]

Top Computer Vision CV Blogs & News Websites (2025) | Insights by Willow Ventures

Top Computer Vision CV Blogs & News Websites (2025) | Insights by Willow Ventures

The Ultimate Resources for Staying Ahead in Computer Vision In 2025, the field of computer vision has rapidly evolved with new multimodal backbones, expansive open datasets, and improved model-systems integration. For practitioners, accessing reliable and rigorously published resources is crucial for keeping in touch with state-of-the-art (SOTA) developments, reproducible code paths, and deploying effective solutions. […]

Physical AI: Bridging Robotics, Material Science, and Artificial Intelligence for Next-Gen Embodied Systems | Insights by Willow Ventures

Physical AI: Bridging Robotics, Material Science, and Artificial Intelligence for Next-Gen Embodied Systems | Insights by Willow Ventures

Understanding Physical AI: A New Dawn in Robotics In the evolving landscape of artificial intelligence, Physical AI is redefining how robots perceive and interact with the world. This paradigm emphasizes the intricate integration of materials, design, and computation, marking a significant leap beyond traditional software-driven AI. What is Physical AI? Physical AI combines robotics with […]

Bringing AI Agents Into Any UI: The AG-UI Protocol for Real-Time, Structured Agent–Frontend Streams | Insights by Willow Ventures

Bringing AI Agents Into Any UI: The AG-UI Protocol for Real-Time, Structured Agent–Frontend Streams | Insights by Willow Ventures

Understanding the AG-UI Protocol: The Future of AI Agents in User Interfaces AI agents have come a long way from simple chatbots to complex, interactive systems capable of reasoning, calling APIs, and collaborating with users in real-time. One critical aspect of their evolution is how these agents communicate with user interfaces, which is where the […]