All posts tagged: vendors

Researchers broke every AI defense they tested. Here are 7 questions to ask vendors.

Researchers broke every AI defense they tested. Here are 7 questions to ask vendors.

Security teams are buying AI defenses that don’t work. Researchers from OpenAI, Anthropic, and Google DeepMind published findings in October 2025 that should stop every CISO mid-procurement. Their paper, “The Attacker Moves Second: Stronger Adaptive Attacks Bypass Defenses Against Llm Jailbreaks and Prompt Injections,” tested 12 published AI defenses, with most claiming near-zero attack success rates. The research team achieved bypass rates above 90% on most defenses. The implication for enterprises is stark: Most AI security products are being tested against attackers that don’t behave like real attackers. The team tested prompting-based, training-based, and filtering-based defenses under adaptive attack conditions. All collapsed. Prompting defenses achieved 95% to 99% attack success rates under adaptive attacks. Training-based methods fared no better, with bypass rates hitting 96% to 100%. The researchers designed a rigorous methodology to stress-test those claims. Their approach included 14 authors and a $20,000 prize pool for successful attacks. Researchers tested 12 AI defenses across four categories. All claimed near-zero attack success rates. All were bypassed at rates above 90%. Source: The Attacker Moves Second: …

LA County is giving away free health code compliant food carts to help sidewalk vendors operate legally

LA County is giving away free health code compliant food carts to help sidewalk vendors operate legally

Los Angeles County is moving to reshape sidewalk vending by removing one of its biggest barriers: the cost of meeting health rules. The Sidewalk Vending Cart Program, led by the Los Angeles County Department of Economic Opportunity and the City of Los Angeles Economic and Workforce Development Department, will invest $2.8 million to give away more than 280 food carts. Each cart meets California health code standards and allows vendors to operate legally. The program launched in August 2024 as part of a broader county effort to formalize sidewalk vending after years of shifting rules. Since 2018, state and local laws have steadily changed how street food businesses operate. Those changes have often raised costs for vendors trying to stay compliant. County officials say the new requirements, while meant to protect public health, have priced many people out of the legal system. The cart program is designed to close that gap. Vending cart in Santa Monica, CA. (CREDIT: Shutterstock) Changing rules and rising costs Sidewalk vending in Los Angeles County was decriminalized in 2018 under …

VCs predict enterprises will spend more on AI in 2026 — through fewer vendors

VCs predict enterprises will spend more on AI in 2026 — through fewer vendors

Enterprises have been piloting and testing different AI tools for the past few years to figure out what their adoption strategy will look like. Investors think that period of experimentation is coming to an end. TechCrunch recently surveyed 24 enterprise-focused VCs and an overwhelming majority predicted enterprises will increase their budgets for AI in 2026 — but not for everything. Most investors said this budget increase will be concentrated, and that many enterprises will spend more funds on fewer contracts. Andrew Ferguson, a vice president at Databricks Ventures, predicted 2026 will be the year that enterprises start consolidating their investments and picking winners. “Today, enterprises are testing multiple tools for a single-use case, and there’s an explosion of startups focused on certain buying centers like [go-to-market], where it’s extremely hard to discern differentiation even during [proof of concepts],” Ferguson said. “As enterprises see real proof points from AI, they’ll cut out some of the experimentation budget, rationalize overlapping tools and deploy that savings into the AI technologies that have delivered.” Rob Biederman, a managing partner …