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Judge expresses caution over dismantling Google’s advertising operations

The post Judge expresses caution over dismantling Google’s advertising operations appeared com. Judge Leonie M. Brinkema of the U. S. District Court for the Eastern District of Virginia spent much of Friday hearing closing arguments on proposed fixes to Google’s ad-tech monopoly. She signaled that she’ll likely hand down her ruling in 2026. “Time is of the essence. I am concerned about the timing of all this,” she said, noting that if Google challenges her ruling, it could slow down any sale. Whereas a conduct order, she added, could be enforced right away. Google suggested the court impose behavioral limits The lawsuit, brought by the Department of Justice, together with a coalition of states, asserts that Google dominates the entire system that serves ads on websites. Each time a web page loads, Google runs an auction for the ad space, processing 8. 2 million requests per second. The government claims that the company exploits its dominance in this field to capture a larger share of the transactions. Judge Brinkema in April had ruled that Google had monopolized publishers’ tools and transaction software, but made the further distinction that the government couldn’t yet prove Google’s monopoly on ad-buying tools for advertisers. The Department of Justice, however, has asked Judge Brinkema to compel Google to divest its ad-exchange technology and provide specific data-such as the code for the tools publishers use to sell ads. Google, meanwhile, has proposed a much narrower fix. It proposed changes to certain aspects of its operations to help level the playing field. It also offered to share more auction data with publishers and make its platform more compatible with rival tools. The judge has been listening to arguments on both proposals over.

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OpenAI’s AI Jam Empowers 1,000 Small Businesses with AI Tools

The post OpenAI’s AI Jam Empowers 1, 000 Small Businesses with AI Tools appeared com. Alvin Lang Nov 21, 2025 09: 29 OpenAI’s AI Jam initiative partners with DoorDash and SCORE to equip 1, 000 small businesses with AI tools, facilitating growth and competition in a rapidly evolving market. OpenAI has launched an ambitious initiative aimed at empowering small businesses by organizing a nationwide event called the Small Business AI Jam. This hands-on workshop is designed to make artificial intelligence (AI) accessible and practical for small business owners, allowing them to leverage these advanced technologies to enhance their operations. The event is being held in collaboration with DoorDash, SCORE, and several local business support organizations, according to OpenAI. Bridging the AI Gap for Small Businesses The Small Business AI Jam is set to take place across five major hubs: San Francisco, New York City, Houston, Detroit, and Miami. More than 1, 000 small business owners will participate, working alongside OpenAI mentors to develop AI tools tailored to their specific business needs. The initiative targets a diverse array of industries, including professional services, food services, retail, creative services, and more, ensuring a broad impact across the small business sector. OpenAI’s effort comes in response to a survey indicating that half of small business owners find it essential for their employees to be adept in using AI, with 60% expecting significant efficiency gains from such skills. The AI Jam aims to equip these businesses with practical tools and training to meet this demand, ultimately enabling them to compete more effectively in the marketplace. Transformative Potential of AI The AI Jam will enable participants to create tools for real-world applications such as drafting marketing materials, enhancing customer communication, and optimizing daily operations. Each participant will leave the event with at least one ready-to-use AI tool, providing immediate benefits for their business. Chris Lehane,.

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Bitcoin’s Dramatic Downturn: A Closer Look at the Implications

The post Bitcoin’s Dramatic Downturn: A Closer Look at the Implications appeared com. The cryptocurrency landscape is navigating challenging waters as recent events have sparked heightened risk concerns among market players. Bitcoin, which once stood as a symbol of market exuberance, saw its value plunge significantly, reaching an unprecedented low over recent months and influencing broader market perceptions. Continue Reading: Bitcoin’s Dramatic Downturn: A Closer Look at the Implications Source:.

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Certora Launches the First Safe AI Coding Platform for Smart Contracts

The post Certora Launches the First Safe AI Coding Platform for Smart Contracts appeared com. [PRESS RELEASE Tel Aviv-Yafo, Israel, November 21st, 2025] Certora, the full-stack security assurance platform trusted by the most advanced teams in Web3, today announced Certora AI Composer, an open-source AI coding platform that composes artificial intelligence with formal verification to make smart contract development faster and safer. Unlike generic “AI-for-code” tools that focus on speed and convenience, Certora AI Composer ensures that every AI-generated snippet adheres to mathematical safety rules before it ever runs. By embedding Certora’s proven formal verification technology directly into the AI generation loop, developers can explore design ideas confidently while knowing that security invariants are continuously checked rather than retrofitted. “Using AI should never mean compromising safety. Certora AI Composer proves that AI and formal verification can work together to make smart contract development trustworthy by default,” Certora Founder Mooly Sagiv explained. “This alpha release is our invitation to the community to help us shape the future of safe autonomous coding.” The Certora AI Composer Alpha will be open source starting Dec. 4 and will be available to the community on GitHub. Developers are encouraged to experiment, provide feedback, and contribute to shaping a new standard for verified AI-driven development. Key Features: Integrated formal verification checks for AI-generated code Open-source extensibility to build your own safety modules Backed by the Certora Prover, Certora’s industry-trusted verification engine Certora will also be hosting a livestream event on Dec. 4 titled “AI Meets Verification: An Open Discussion with Certora Researchers,” which will provide a detailed description of how Certora AI Composer operates and what it can do to enhance security. Users can sign up for the event HERE, and follow them on Twitter at @CertoraInc for future updates and reminders. About Certora Certora is the security assurance partner trusted by the most advanced teams in Web3. Founded in.

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