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first_img Cloudflare and OpenAI pilot, ChatGPT indexes hundreds of millions of new web pages

In July 2026, the internet infrastructure company Cloudflare launched a research pilot with OpenAI to test whether Cloudflare's network signals could help ChatGPT users discover new content more efficiently. Both parties reported positive early results, with the pilot incorporating previously unknown pages into OpenAI's search index, providing ChatGPT with more sources to reference.The pilot utilized about 1% of Cloudflare's global participation queue, allowing OpenAI to discover and index hundreds of millions of new web pages. OpenAI independently evaluated and ranked these pages based on relevance and usefulness, while ChatGPT Search enabled users to view original content and publishers through backlinks. Observations indicated that automated traffic might make non-existent pages appear noteworthy, with some sites redirecting arbitrary addresses to their homepage and others pointing to duplicate content. Both parties are also testing signals to identify potentially harmful pages, such as fake login pages embedded on legitimate sites, advocating for the marking of single pages rather than entire domains.Related signals are also used to filter out non-existent or redirecting pages and to assess whether unchanged pages are worth revisiting. Page signals do not constitute access permission; the study utilized web metadata for search and discovery rather than using page content for model training. Site owners can understand and manage how AI systems access their websites through Cloudflare's AI Crawl Control. The next phase will improve page selection and test faster, more reliable change signals.

Ledger: Criminal gangs spent millions of dollars to carry out hardware implant attacks, which are part of local distribution channel attacks

Ledger released a report on the investigation of hardware implant attacks, stating that a highly organized criminal gang purchased genuine Ledger devices over several months, disassembled them, and implanted custom hidden components to steal users' recovery phrases when initializing the devices. They then resold the devices through Southeast Asian distributor channels.The attackers invested millions of dollars to build infrastructure for collecting recovery phrases, asset transfers, and money laundering, coordinating actions to transfer victims' assets. Ledger emphasized that this incident was not caused by vulnerabilities in the chip, operating system, or servers, but rather a localized distribution channel attack that occurred after the devices left the company's control. Currently, Ledger has requested authorized distributors and resellers in Southeast Asia and Hong Kong to suspend sales and conduct random checks on inventory and retail channel devices, finding no other tampered devices.Additionally, Ledger has requested authorized distributors not to resell any returned devices, even if the packaging is intact; they have also immediately prohibited displaying products on shelves or in display areas, requiring devices to be stored at the back of the store and delivered upon purchase. The company is working with law enforcement and the security community to track the stolen funds and will disclose more technical details in the future.

Nasdaq CEO: Tokenization can unlock tens of billions of dollars of trapped capital in the global financial system, and AI is crucial for 24/7 trading

Adena Friedman, CEO of Nasdaq, stated at the TOKEN 2049 conference in Singapore that tokenizing government bonds, stocks, money market funds, and funds can enhance collateral liquidity and unlock billions of dollars of trapped capital in the global financial system. Over the past year, institutional interest in tokenization has significantly increased, partly due to the U.S. GENIUS Act establishing a regulatory framework for stablecoins.She mentioned that institutional interest is converging with retail demand for around-the-clock trading. The retail ecosystem is about 10 years ahead, but moving towards a fully 7×24 hour market is a massive undertaking for the financial industry, requiring continuous real-time risk and collateral management. She also pointed out that AI is crucial for 7×24 hour trading, and Nasdaq has launched digital agents on its risk management platform, initially providing recommendations, with banks able to take more direct actions in the future. Arjun Sethi, co-CEO of Kraken, stated that companies outside the U.S. are also very interested in tokenization and entering the U.S. capital markets, including a company with approximately $25 million in revenue and larger international firms. Friedman cautioned that not all assets have sufficient liquidity to support a 7×24 hour trading environment.
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