VFF - The signal in the noise

Rebecca Bellan

20 articles on VFF - The signal in the noise

Runway launches model router to simplify generative media selection

Runway launches model router to simplify generative media selection

Runway has launched Media Router, an automated tool that selects the optimal image, video, or audio generation model based on developer priorities around quality, speed, or cost. The move addresses fragmentation in the generative media space as more models compete for developer adoption. The router aims to reduce friction in model selection for developers building applications that require different performance trade-offs.

by Rebecca Bellan· TechCrunch AI
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Reflection AI secures $1B compute deal with Nebius
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Reflection AI secures $1B compute deal with Nebius

Reflection AI, a startup founded in 2024 that develops open source AI technology, has secured a $1 billion compute deal with Nebius. The agreement provides Reflection with access to Nebius' computing infrastructure to support its AI development efforts. This represents a significant capital commitment to an early-stage open source AI company.

by Rebecca Bellan· TechCrunch AI
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Times accuses OpenAI of hiding evidence in copyright lawsuit
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Times accuses OpenAI of hiding evidence in copyright lawsuit

The New York Times and other news publishers have filed a motion for sanctions against OpenAI, alleging the company concealed tools and datasets that could identify copyrighted journalism in ChatGPT outputs during their ongoing copyright lawsuit. The motion escalates the legal dispute by suggesting OpenAI withheld evidence relevant to the case. The publishers claim this hidden information is material to determining whether ChatGPT was trained on their copyrighted content and whether the model can be traced back to specific news sources.

by Rebecca Bellan· TechCrunch AI
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OpenAI Shuts Atlas Browser, Moves AI Agents to Desktop and Chrome
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OpenAI Shuts Atlas Browser, Moves AI Agents to Desktop and Chrome

OpenAI is discontinuing its Atlas AI-powered browser after less than a year of operation. Rather than abandoning browser automation entirely, the company is migrating agentic browsing capabilities to its desktop application and a Chrome extension. This shift reflects a strategic pivot toward integrating AI agent features into existing platforms rather than maintaining a standalone browser product.

by Rebecca Bellan· TechCrunch AI
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Robotics Startup Bets on Video Game Data for AI Foundation Models
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Robotics Startup Bets on Video Game Data for AI Foundation Models

General Intuition is developing foundation models for robotics by training on millions of hours of video game data rather than real-world robot footage. The startup believes this approach can accelerate physical AI development by reducing the need for extensive real-world training data. The strategy mirrors how large language models like ChatGPT transformed AI by scaling training on vast datasets.

by Rebecca Bellan· TechCrunch AI
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Anthropic Cuts Prices on Claude Sonnet 5 to Challenge Agent Market
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Anthropic Cuts Prices on Claude Sonnet 5 to Challenge Agent Market

Anthropic has launched Claude Sonnet 5, a model positioned as a more affordable alternative to its Opus offering and competitors like GPT-5.5 and Gemini Pro. The new model delivers stronger agentic capabilities, lower pricing, and improved safety features. The release targets organizations looking to deploy AI agents at reduced operational cost.

by Rebecca Bellan· TechCrunch AI
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General Intuition bets $320M on video games as AI training ground
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General Intuition bets $320M on video games as AI training ground

General Intuition has raised $320 million to scale AI systems trained on millions of hours of video game footage, with the company betting that gameplay data can help artificial intelligence agents develop intuitive decision-making capabilities closer to human reasoning. The funding reflects growing interest in using interactive simulations as a training ground for AI that must operate in complex, real-world environments. The approach targets a fundamental challenge in AI development: teaching systems to make rapid, contextual decisions under uncertainty.

by Rebecca Bellan· TechCrunch AI
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Anthropic's Claude Tag Learns Your Company via Slack
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Anthropic's Claude Tag Learns Your Company via Slack

Anthropic has launched Claude Tag, an AI feature integrated into Slack that operates as a persistent team member within workplace messaging. The tool goes beyond basic productivity assistance by learning organizational context, institutional knowledge, and enterprise workflows from Slack conversations. This represents a strategic move by Anthropic to embed its AI deeper into how companies operate and to capture valuable data about business processes.

by Rebecca Bellan· TechCrunch AI
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OpenAI Hires Transformer Co-Inventor, Trump AI Official Before IPO
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OpenAI Hires Transformer Co-Inventor, Trump AI Official Before IPO

OpenAI has hired Noam Shazeer, a Transformer co-inventor from Google DeepMind, and Dean Ball, a former Trump administration AI policy official, in the same week as the company prepares for its IPO. The dual hires signal OpenAI's effort to strengthen both its technical leadership and government relations ahead of going public. These appointments underscore the company's focus on consolidating talent and political positioning during a critical growth phase.

by Rebecca Bellan· TechCrunch AI
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General Intuition Seeks $300M for Embodied AI at $2B Valuation

General Intuition Seeks $300M for Embodied AI at $2B Valuation

General Intuition is in talks to raise $300 million at a valuation around $2 billion, according to sources. The startup trains embodied AI and world models using Medal's dataset of 2 billion videos per year sourced from 10 million monthly active users. The funding would signal investor confidence in embodied AI as a category and General Intuition's approach to training models on real-world video data.

by Rebecca Bellan· TechCrunch AI
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G7 Leaders Fear U.S. Control Over AI Access
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G7 Leaders Fear U.S. Control Over AI Access

French President Macron and Indian PM Modi raised concerns at the G7 summit that the U.S. could unilaterally cut off access to American AI systems, a risk underscored by a recent Anthropic blackout. The incident highlights growing geopolitical tensions over AI dependency and control, with major economies worried about relying on U.S.-based AI providers that could be subject to American policy decisions or technical failures.

by Rebecca Bellan· TechCrunch AI
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Anthropic Opens Mythos-Class AI to Public With Safety Guardrails
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Anthropic Opens Mythos-Class AI to Public With Safety Guardrails

Anthropic has released Claude Fable 5, making its Mythos-class model available to the public for the first time. The model includes built-in guardrails that restrict responses in high-risk domains including cybersecurity and biology. This release marks a significant step in bringing advanced AI capabilities to broader audiences while attempting to manage safety concerns.

by Rebecca Bellan· TechCrunch AI
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Anthropic scales Claude Mythos to critical infrastructure in 15 countries

Anthropic scales Claude Mythos to critical infrastructure in 15 countries

Anthropic is expanding access to its Claude Mythos model and Project Glasswing security vulnerability program to 150 organizations across 15 countries, focusing on critical infrastructure sectors including power, water, healthcare, and communications. The expansion targets organizations where cyberattacks could potentially affect 100 million people. This represents a significant scaling of Anthropic's efforts to secure AI deployment in high-stakes environments.

by Rebecca Bellan· TechCrunch AI
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Cloud Providers Rebuild Internet for AI Agent Traffic

Cloud Providers Rebuild Internet for AI Agent Traffic

Major cloud infrastructure providers including AWS and Cloudflare are redesigning their systems to accommodate AI agents moving from experimental phases into production environments. The shift reflects a fundamental change in internet traffic patterns, where machine-generated requests from AI systems will increasingly dominate over human user activity. This infrastructure overhaul addresses the technical and architectural demands of agent-driven workloads rather than traditional human-centric web services.

by Rebecca Bellan· TechCrunch AI
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Google Search Redesign Triggers 30% Spike in DuckDuckGo Installs

Google Search Redesign Triggers 30% Spike in DuckDuckGo Installs

Google's overhaul of Search at I/O 2026, which replaced traditional blue links with AI agents, has triggered user backlash. DuckDuckGo app installs surged 30% as users actively seek alternatives to the redesigned Google Search experience. The shift signals potential friction between users and Google's aggressive AI integration strategy.

by Rebecca Bellan· TechCrunch AI
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OpenAI Claims Reasoning Model Solved 80-Year Math Problem
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OpenAI Claims Reasoning Model Solved 80-Year Math Problem

OpenAI claims its reasoning model has disproven a geometry conjecture that has remained unsolved since 1946. The claim carries weight because mathematicians who previously exposed OpenAI's false mathematical claims are now backing up this result. This marks a potential shift in AI's capability to tackle long-standing open problems in pure mathematics, though verification by the broader mathematical community remains pending.

by Rebecca Bellan· TechCrunch AI
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Google and SpaceX explore orbital data centers for AI compute
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Google and SpaceX explore orbital data centers for AI compute

Google and SpaceX are in early-stage discussions about deploying data centers in orbit to support AI compute workloads. The companies are exploring space as a potential long-term home for computational infrastructure, though current costs for orbital deployment remain substantially higher than ground-based alternatives. The talks reflect growing interest in unconventional infrastructure solutions as AI model training and inference demands continue to scale.

by Rebecca Bellan· TechCrunch AI
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Google commits $40B to Anthropic as compute race intensifies

Google commits $40B to Anthropic as compute race intensifies

Google announced plans to invest up to $40 billion in Anthropic through a combination of cash and compute resources, marking a major capital commitment in the intensifying competition for AI infrastructure and talent. The investment comes as Anthropic has limited-released Mythos, a powerful model with a focus on cybersecurity capabilities. The deal reflects broader industry pressure to secure substantial compute capacity and lock in relationships with leading AI labs as the race for frontier models accelerates.

by Rebecca Bellan· TechCrunch AI
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Google Cloud Secures Thinking Machines Lab with Multi-Billion AI Deal
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Google Cloud Secures Thinking Machines Lab with Multi-Billion AI Deal

Mira Murati's Thinking Machines Lab has secured a multi-billion-dollar infrastructure deal with Google Cloud, gaining access to Nvidia's latest GB300 chips for AI workloads. The agreement deepens the relationship between the startup and Google's cloud division, providing Thinking Machines with significant computational resources to support its AI research and development efforts. The deal signals Google's confidence in Murati's team and reflects the competitive pressure to secure cutting-edge hardware capacity in the current AI infrastructure market.

by Rebecca Bellan· TechCrunch AI
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OpenAI Shuts Sora, Exits Science as Focus Shifts to Enterprise
News

OpenAI Shuts Sora, Exits Science as Focus Shifts to Enterprise

Kevin Weil and Bill Peebles are departing OpenAI as the company discontinues Sora, its text-to-video model, and dissolves its science team. The moves represent a strategic reorientation away from consumer-facing experimental projects toward enterprise-focused AI products. The departures signal OpenAI's commitment to narrowing its scope and concentrating resources on commercial applications rather than speculative moonshot initiatives.

by Rebecca Bellan· TechCrunch AI
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