Willow Ventures

PokeeResearch-7B: An Open 7B Deep-Research Agent Trained with Reinforcement Learning from AI Feedback (RLAIF) and a Robust Reasoning Scaffold | Insights by Willow Ventures

PokeeResearch-7B: An Open 7B Deep-Research Agent Trained with Reinforcement Learning from AI Feedback (RLAIF) and a Robust Reasoning Scaffold | Insights by Willow Ventures

Introducing PokeeResearch-7B: A Breakthrough in AI Research Agents Pokee AI has taken a significant step in artificial intelligence by open sourcing PokeeResearch-7B, a powerful 7-billion parameter deep research agent. Designed for executing comprehensive research loops, this AI can break down queries, conduct searches, validate responses, and synthesize threads of information into a cohesive answer. What […]

A verifiable quantum advantage | Insights by Willow Ventures

A verifiable quantum advantage | Insights by Willow Ventures

The Computational Gap Between Quantum and Classical Processors The exciting world of quantum computing unveils a significant computational gap when compared to classical processors. Understanding this difference not only highlights quantum’s superiority but also the challenges classical systems face in tackling complex tasks. Understanding Many-Body Interference A pivotal consequence of many-body interference is the inherent […]

Amazon will buy thousands of pedal-assist cargo vehicles from Rivian spinoff Also | Insights by Willow Ventures

Amazon will buy thousands of pedal-assist cargo vehicles from Rivian spinoff Also | Insights by Willow Ventures

Also and Amazon Partner for Revolutionary Cargo Quad Vehicles In an exciting development in the world of micromobility, Also, a startup that emerged from Rivian, has secured a commercial deal with Amazon to provide innovative pedal-assist cargo quad vehicles. These vehicles are designed to enhance package delivery efficiency in urban settings. A New Era of […]

OpenAI Introduces ChatGPT Atlas: A Chromium-based browser with a built-in AI agent | Insights by Willow Ventures

OpenAI Introduces ChatGPT Atlas: A Chromium-based browser with a built-in AI agent | Insights by Willow Ventures

Introducing ChatGPT Atlas: A New Era in Browsing OpenAI has just unveiled ChatGPT Atlas, a groundbreaking AI browser that integrates ChatGPT into the very fabric of navigation and search. Available now for Free, Plus, Pro, and Go users, it promises to redefine the browsing experience, with a Business beta and Enterprise/Edu opt-in options set to […]

Starting a new business? Here are the AI tools I would use when building from scratch | Insights by Willow Ventures

Starting a new business? Here are the AI tools I would use when building from scratch | Insights by Willow Ventures

How to Build a Business with AI Tools: A Step-by-Step Guide In today’s competitive market, launching a business is more accessible than ever, largely due to advancements in artificial intelligence (AI). Yet, the key to success lies in quick execution and effective market understanding. Here’s a guide on how to rebuild your business from the […]

The ratepayer backlash to data center expansion is here | Insights by Willow Ventures

The ratepayer backlash to data center expansion is here | Insights by Willow Ventures

Understanding the Rising Electricity Bills: Data Centers at Play As many households grapple with increasing electricity bills, the question arises: what’s driving this surge? An investigation into the rapid expansion of AI-driven data centers reveals they play a significant role in this financial strain. The Data Center Surge Data centers are proliferating across the U.S., […]

Kohler's Dekoda is $600 camera for your toilet | Insights by Willow Ventures

Kohler’s Dekoda is $600 camera for your toilet | Insights by Willow Ventures

Kohler Launches Innovative Health Division with Smart Toilet Camera Kohler, a leader in home products, has recently unveiled its new Kohler Health division, introducing its first groundbreaking product, the Dekoda camera for toilets. Priced at $599, this smart device aims to transform your bathroom into a hub for health and wellness. What is the Dekoda […]

U.S. and Australia sign $3B critical minerals deal | Insights by Willow Ventures

U.S. and Australia sign $3B critical minerals deal | Insights by Willow Ventures

U.S. and Australia Join Forces on Critical Minerals Projects In a significant development, President Donald Trump and Australian Prime Minister Anthony Albanese have signed an agreement that will invest billions into critical minerals projects. This collaboration aims to bolster both nations’ economies and reduce reliance on foreign materials. Investment Breakdown The U.S. and Australia will […]

Amazon's AWS outage has knocked services like Alexa, Snapchat, Fortnite, Venmo and more offline | Insights by Willow Ventures

Amazon’s AWS outage has knocked services like Alexa, Snapchat, Fortnite, Venmo and more offline | Insights by Willow Ventures

Major AWS Outage Shakes Internet on October 20, 2025 On October 20, 2025, a significant outage in Amazon Web Services (AWS) led to widespread disruption across various websites and applications. Many popular platforms, including Venmo, Snapchat, and Fortnite, experienced significant service interruptions, leaving users frustrated and confused. What Caused the AWS Outage? According to the […]

An Implementation to Build Dynamic AI Systems with the Model Context Protocol (MCP) for Real-Time Resource and Tool Integration | Insights by Willow Ventures

An Implementation to Build Dynamic AI Systems with the Model Context Protocol (MCP) for Real-Time Resource and Tool Integration | Insights by Willow Ventures

Unlocking the Power of Real-Time AI Interaction: Overview of the Advanced Model Context Protocol (MCP) In the rapidly evolving field of artificial intelligence, enabling real-time interactions between AI models and external data sources is crucial. This guide will delve into the Advanced Model Context Protocol (MCP), a framework designed to transform how AI systems can […]

Weak-for-Strong (W4S): A Novel Reinforcement Learning Algorithm that Trains a weak Meta Agent to Design Agentic Workflows with Stronger LLMs | Insights by Willow Ventures

Weak-for-Strong (W4S): A Novel Reinforcement Learning Algorithm that Trains a weak Meta Agent to Design Agentic Workflows with Stronger LLMs | Insights by Willow Ventures

Introduction to Weak-for-Strong Harnessing (W4S) in Reinforcement Learning In recent advancements in artificial intelligence, researchers from Stanford, EPFL, and UNC have introduced the Weak-for-Strong Harnessing (W4S) framework. This innovative approach in Reinforcement Learning (RL) enables a lightweight meta-agent to design and optimize code workflows that leverage more potent executor models. What is Weak-for-Strong Harnessing (W4S)? […]

Kong Releases Volcano: A TypeScript, MCP-native SDK for Building Production Ready AI Agents with LLM Reasoning and Real-World actions | Insights by Willow Ventures

Kong Releases Volcano: A TypeScript, MCP-native SDK for Building Production Ready AI Agents with LLM Reasoning and Real-World actions | Insights by Willow Ventures

Discover Kong’s Volcano SDK: A Game-Changer for AI Workflows Kong has launched the Volcano SDK, an open-source TypeScript framework designed for crafting multi-step workflows using multiple LLM (Large Language Model) providers. This innovative tool is engineered for seamless integration with the Model Context Protocol (MCP) and offers developers a streamlined approach to building AI applications. […]

Instagram’s new PG-13 Teen Accounts take a page from TV history | Insights by Willow Ventures

Instagram’s new PG-13 Teen Accounts take a page from TV history | Insights by Willow Ventures

Instagram: The New Face of Digital Entertainment Instagram is evolving its platform, making it resemble traditional television. While this shift might ease parental concerns, it highlights the ongoing battle for our attention in the digital age. Instagram’s Content Overhaul for Teen Accounts Recently, Instagram introduced a default content setting for Teen Accounts that ensures users […]

Fragments: A Platform for Learning Creative Coding with Shaders | Insights by Willow Ventures

Fragments: A Platform for Learning Creative Coding with Shaders | Insights by Willow Ventures

Unlock Your Creative Potential with Fragments: A Platform for Learning Shaders Are you a creative coder looking to explore the world of shaders? Discover Fragments, a revolutionary platform designed to help you learn and experiment with creative coding techniques. The Inspiration Behind Fragments Ben McCormick, a design engineer and shader artist from Perth, Australia, founded […]

How AI is optimizing cloud computing | Insights by Willow Ventures

How AI is optimizing cloud computing | Insights by Willow Ventures

Solving the Bin Packing Problem in Cloud Data Centers In today’s fast-paced digital landscape, cloud data centers face a unique challenge in efficiently allocating processing resources. This task is akin to playing a puzzle game where each piece represents a virtual machine (VM) with varying lifespans and resource needs. Understanding the Challenge of VM Allocation […]