Willow Ventures

TikTok will now give you badges for limiting your doomscrolling | Insights by Willow Ventures

TikTok will now give you badges for limiting your doomscrolling | Insights by Willow Ventures

TikTok’s New Digital Well-Being Features: Promoting Positive Mental Health TikTok has recently announced exciting new digital well-being features aimed at enhancing the mental health of its users. These updates include an affirmation journal, a sound generator, and badges for mindful usage, reflecting the platform’s commitment to fostering a healthier online experience. New Features for Improved […]

Fine-tuning LLMs with user-level differential privacy | Insights by Willow Ventures

Fine-tuning LLMs with user-level differential privacy | Insights by Willow Ventures

Optimizing Algorithms for Large Language Models (LLMs) In the fast-evolving world of artificial intelligence, optimizing algorithms for Large Language Models (LLMs) is essential to ensure performance and privacy. In this blog post, we’ll explore how to fine-tune algorithm implementations for better results. The Challenge of “Out-of-the-Box” Algorithms Running standard algorithms “out-of-the-box” for LLMs can lead […]

Multi-turn conversations with Action-Based Contrastive Self-Training | Insights by Willow Ventures

Multi-turn conversations with Action-Based Contrastive Self-Training | Insights by Willow Ventures

Understanding Action-Based Preferences in Conversational AI In the evolving field of conversational AI, understanding action-based preferences is crucial. This blog post dives into key aspects of the ACT (Action-based Conversational Tuning) model, examining its components and the significance of various methodologies. Are Action-Based Preferences Necessary? One of the fundamental elements of ACT is its emphasis […]

Beloved SF cat’s death fuels Waymo criticism | Insights by Willow Ventures

Beloved SF cat’s death fuels Waymo criticism | Insights by Willow Ventures

Remembering Kit Kat: The Bodega Cat Who Left a Mark on San Francisco The tragic death of Kit Kat, a beloved bodega cat in San Francisco’s Mission District, has left the community in mourning. After being struck by a Waymo robotaxi on October 27, residents are grappling with the implications of autonomous vehicles on public […]

How to Build Memory-Powered Agentic AI That Learns Continuously Through Episodic Experiences and Semantic Patterns for Long-Term Autonomy | Insights by Willow Ventures

How to Build Memory-Powered Agentic AI That Learns Continuously Through Episodic Experiences and Semantic Patterns for Long-Term Autonomy | Insights by Willow Ventures

Building Agentic Systems with Memory: A Comprehensive Guide In this blog post, we’ll explore how to create agentic systems that utilize memory to enhance user interactions and decision-making. By harnessing both episodic and semantic memory, we can develop intelligent agents that adapt over multiple sessions, providing a more personalized experience. Understanding Memory Structures in Agentic […]

BNPL is expanding fast, and that should worry everyone | Insights by Willow Ventures

BNPL is expanding fast, and that should worry everyone | Insights by Willow Ventures

The Growing Concerns Over Buy Now, Pay Later (BNPL) Services In recent years, Buy Now, Pay Later (BNPL) services have gained immense popularity among consumers. However, industry experts warn that this trend may indicate deeper economic issues affecting American households. Nigel Morris: A Voice of Caution Nigel Morris, co-founder of Capital One, is one of […]

Apple Black Friday deals include a four-pack of AirTags for $65 | Insights by Willow Ventures

Apple Black Friday deals include a four-pack of AirTags for $65 | Insights by Willow Ventures

Find Your Lost Belongings: AirTag Deals for Black Friday As the holiday season approaches, finding the perfect gift for loved ones can feel overwhelming. If you know someone who often misplaces their items, Apple’s AirTag is a helpful solution—and this Black Friday, you can snag a great deal! Why Choose AirTags? Apple AirTags are compact […]

Get half off one year of access to our favorite budgeting app for Black Friday | Insights by Willow Ventures

Get half off one year of access to our favorite budgeting app for Black Friday | Insights by Willow Ventures

Save Big on Monarch Money: Exclusive Offer for New Users Looking for a budgeting app that helps you manage your finances effectively? Monarch Money is a top choice, and right now, new users can snag a fantastic deal on an annual subscription. Special Discount Code: MONARCHVIP By using the code MONARCHVIP at checkout, new subscribers […]

Comparing the Top 4 Agentic AI Browsers in 2025: Atlas vs Copilot Mode vs Dia vs Comet | Insights by Willow Ventures

Comparing the Top 4 Agentic AI Browsers in 2025: Atlas vs Copilot Mode vs Dia vs Comet | Insights by Willow Ventures

Exploring the Future: Agentic AI Browsers of 2025 In 2025, the landscape of AI browsers is evolving, shifting from mere web assistance to full web operation capabilities. This post delves into four leading Agentic AI browsers—OpenAI’s ChatGPT Atlas, Microsoft Edge with Copilot Mode, The Browser Company’s Dia, and Perplexity’s Comet—highlighting their unique features and functionalities […]

6 best email marketing tools for cleaning companies in 2025 | Insights by Willow Ventures

6 best email marketing tools for cleaning companies in 2025 | Insights by Willow Ventures

Optimizing Email Marketing for Your Cleaning Company Managing a cleaning business goes beyond just physical cleaning; it involves nurturing relationships, coordinating teams, and ensuring customer satisfaction. A well-structured email marketing strategy can significantly enhance these efforts, particularly when you employ a dedicated email marketing platform. Understanding the Importance of Email Marketing in Cleaning Marketing through […]

MIT researchers and beauty brand Amorepacific made a wearable patch that analyzes skin aging | Insights by Willow Ventures

MIT researchers and beauty brand Amorepacific made a wearable patch that analyzes skin aging | Insights by Willow Ventures

Introducing Skinsight: The Future of Skincare Technology Researchers at MIT have partnered with South Korean beauty leader Amorepacific to create a groundbreaking wearable device called Skinsight. Set to debut at CES 2026, this innovative “electronic skin” platform offers real-time insights into skin aging and personalized skincare recommendations. What is Skinsight? Skinsight is a Bluetooth-enabled sensor […]

Efficient regional environmental risk assessment with generative AI | Insights by Willow Ventures

Efficient regional environmental risk assessment with generative AI | Insights by Willow Ventures

Understanding the Importance of Dynamical-Generative Downscaling Dynamical-generative downscaling is revolutionizing how we approach regional climate projections, enabling key insights at scales below 10 kilometers. This innovative method not only enhances accuracy but also significantly reduces computational costs. What is Dynamical-Generative Downscaling? Dynamical-generative downscaling is an advanced technique that allows for detailed climate projections based on […]

Building a 3D Infinite Carousel with Reactive Background Gradients | Insights by Willow Ventures

Building a 3D Infinite Carousel with Reactive Background Gradients | Insights by Willow Ventures

How to Build a 3D Infinite Carousel with Dynamic Background Gradients Creating an engaging carousel can transform the aesthetics of your website. In this guide, we’ll show you how to build a fluid, infinite looping card slider that adapts its background colors dynamically based on the active image. Concept & Architecture Understanding the structure is […]

Differentially private machine learning at scale with JAX-Privacy | Insights by Willow Ventures

Differentially private machine learning at scale with JAX-Privacy | Insights by Willow Ventures

The Impact of JAX and JAX-Privacy on AI Development Artificial Intelligence (AI) is revolutionizing industries through personalized recommendations and scientific advancements. Central to this transformation is the utilization of high-quality data, which drives the accuracy and effectiveness of AI models while safeguarding individual privacy. The Importance of Quality Data in AI AI models rely heavily […]

OpenAI Researchers Train Weight Sparse Transformers to Expose Interpretable Circuits | Insights by Willow Ventures

OpenAI Researchers Train Weight Sparse Transformers to Expose Interpretable Circuits | Insights by Willow Ventures

Unveiling the Mechanisms of Neural Networks: OpenAI’s Weight-Sparse Transformers As neural networks become integral to various applications, understanding their inner workings has never been more critical. OpenAI’s recent research introduces a captivating approach to mechanistic interpretability through weight-sparse transformers, making model behavior more transparent. The Shift to Weight-Sparse Transformers Most traditional transformer models are densely […]