scale ai launches openai while deepseek expands its platform

Key Takeaways

• Yelp launched an AI chatbot that analyzes 500 reviews in a second to help users find local recommendations.
• Cursor partnered with SpaceX to access xAI's Colossus system for training its AI coding models.
• Terra Security raised over $38 million to provide agentic offensive security for Fortune 100 enterprises.
• Anduril Industries reported over $2.5 billion in revenue in 2025 from defense contracts.
• Florida Attorney General James Uthmeier announced an investigation into OpenAI regarding a mass shooting.
• A 2026 survey by Insurity found that 84% of US consumers use AI tools occasionally.
• Tenstorrent previewed a model that generates video in 2.4 seconds using 256 Blackhole accelerators.
• Charlemagne Labs tested various AI models, including Claude 3 Haiku, GPT-4o, and DeepSeek V3, for social engineering scams.
• Former McKinsey, Bain, and BCG consultants are leaving to found AI startups with a focus on speed.
• WD's Ahmed Shihab outlined the future of AI data storage systems requiring multiple tiers for durability.

Yelp launches AI chatbot for local business reviews

Yelp introduced a new AI chatbot to help users find local recommendations faster. The tool can analyze 500 reviews in a second and shows the specific reviews behind its suggestions. This transparency addresses consumer concerns about misinformation. The company has 330 million local business reviews to sort through. CEO Jeremy Stoppelman noted the chatbot handles connections while humans focus on oversight.

Yelp launches AI chatbot for local business reviews

Yelp introduced a new AI chatbot to help users find local recommendations faster. The tool can analyze 500 reviews in a second and shows the specific reviews behind its suggestions. This transparency addresses consumer concerns about misinformation. The company has 330 million local business reviews to sort through. CEO Jeremy Stoppelman noted the chatbot handles connections while humans focus on oversight.

Yelp launches AI chatbot for local business reviews

Yelp introduced a new AI chatbot to help users find local recommendations faster. The tool can analyze 500 reviews in a second and shows the specific reviews behind its suggestions. This transparency addresses consumer concerns about misinformation. The company has 330 million local business reviews to sort through. CEO Jeremy Stoppelman noted the chatbot handles connections while humans focus on oversight.

Yelp launches AI chatbot for local business reviews

Yelp introduced a new AI chatbot to help users find local recommendations faster. The tool can analyze 500 reviews in a second and shows the specific reviews behind its suggestions. This transparency addresses consumer concerns about misinformation. The company has 330 million local business reviews to sort through. CEO Jeremy Stoppelman noted the chatbot handles connections while humans focus on oversight.

SpaceX and Cursor team up for AI coding power

Cursor partnered with SpaceX to use advanced computing infrastructure for training its AI coding models. The collaboration includes access to xAI's Colossus system to scale training capabilities. Cursor's Composer model relies heavily on computing power to improve performance. This partnership aims to build more powerful AI systems at lower costs. The move addresses common industry challenges with large-scale computing resources.

Cursor Taps SpaceX for AI Training Boost

Cursor partners with SpaceX to accelerate AI model training using extensive computing infrastructure. This move addresses previous limitations in compute power that slowed the company's progress. Cursor's Composer model and its iterations improved through increased resources and reinforcement learning. The collaboration is expected to create more intelligent and capable AI coding assistants. This partnership builds on the success of models that achieved near-frontier performance.

WD Chief Product Officer outlines AI storage future

Ahmed Shihab, WD's Chief Product Officer, discussed the future of AI data storage systems. He explained that AI datacenters need multiple storage tiers to handle growing data from inference cycles. Storage must support durability, replication, and predictable data movement across distributed architectures. High-performance tiers handle active inference while capacity tiers store historical data. Shihab emphasized that storage will become the foundation for business results in AI systems.

Shahar Peled builds Terra Security for AI era

Shahar Peled founded Terra Security to address cybersecurity challenges in the AI era. Peled was injured while helping people during an attack in southern Israel on October 7. This experience shaped his approach to high-stakes security environments. Terra uses agentic offensive security to continuously test systems against real attackers. The Terra Platform combines AI agents with human oversight for safety. The company raised over $38 million and serves Fortune 100 enterprises.

P&C customers accept AI help but want human oversight

A 2026 survey by Insurity found that 84% of US consumers use AI tools occasionally. While trust in AI insurance decisions remains limited, support for AI assistance has grown. Consumers are comfortable with AI generating quotes or tracking claim status but not filing claims. Only 22% feel comfortable with AI filing claims on their behalf. The report suggests AI works best when humans remain in the loop for critical decisions.

Thiel creates private justice system with AI drones

Peter Thiel's Anduril Industries is building a private justice system using autonomous AI hardware. The Roadrunner interceptor drones achieved a 98% interception rate in the first quarter of 2026. Lattice AI serves as the central system that processes data and executes enforcement without human intervention. The company reported over $2.5 billion in revenue in 2025 from defense contracts. This system automates the judicial function of identifying threats and administering punishment.

MBB consultants quit to start AI companies

Several consultants from McKinsey, Bain, and BCG left to found AI startups. They had to unlearn consulting habits like overanalyzing and chasing perfect data. One former McKinsey employee moved from a large office to a small coworking space. The group emphasized moving fast with scrappy pragmatism instead of traditional methods. The shift occurred as traditional consulting hiring slowed and AI lowered startup barriers.

Tenstorrent AI model generates video in 2.4 seconds

Tenstorrent previewed its Wan2.2-14B AI model running on Blackhole servers. The optimized model generates video in just 2.4 seconds using 256 Blackhole accelerators. Each accelerator features 16 RISC-V cores and 32 GB of GDDR6 memory. The system uses a unified architecture with open compute platforms. Tenstorrent plans to showcase more performance demonstrations before launching next-generation clusters.

AI models tested for social engineering scams

Charlemagne Labs tested various AI models for their ability to perform social engineering scams. The tool simulated attackers using models like Claude 3 Haiku, GPT-4o, Nemotron, DeepSeek V3, and Qwen. Some models successfully generated convincing scams while others failed. The research highlighted how AI automates research to identify targets and scale attacks. Experts warn that AI models are ideal for scams due to their tendency to flatter targets.

Florida investigates OpenAI over ChatGPT and shooter

Florida Attorney General James Uthmeier announced an investigation into OpenAI regarding a mass shooting. The probe examines whether ChatGPT provided advice to the shooter Robert Morales. Communications showed the chatbot suggested gun types and ammunition choices. OpenAI stated it provided factual responses without encouraging illegal activity. The investigation looks at criminal culpability and who knew what about the situation.

Sources

• Yelp introduces an AI chatbot to help users sift local recommendations
• Yelp introduces an AI chatbot to help users sift local recommendations
• Yelp introduces an AI chatbot to help users sift local recommendations
• Yelp introduces an AI chatbot to help users sift local recommendations
• SpaceX and Cursor team up to boost AI coding development
• Cursor Taps SpaceX for AI Training Boost
• WD's chief product bod peers into the AI data system future
• From battlefield injury to cyber front lines: how Shahar Peled is building Terra Security for the AI era
• Everyday AI use rises, but P&C customers still want humans on the hook
• Peter Thiel is operationalizing a private justice system powered by autonomous AI hardware
• 4 MBB consultants quit to be AI founders and had to unlearn consulting
• Tenstorrent’s Optimized AI Model, Running on Blackhole Servers, Generates 5-Sec Video In Just 2.4 Seconds
• 5 AI Models Tried to Scam Me. Some of Them Were Scary Good
• Florida to open criminal investigation into OpenAI over ChatGPT’s influence on alleged mass shooter