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Effect size estimation for duration recommendation in online experiments: Leveraging hierarchical models and objective utility approaches - Amazon Science

The selection of the assumed effect size (AES) critically determines the duration of an experiment, and hence its accuracy and efficiency. Traditionally, experimenters determine AES based on domain knowledge. However, this method becomes impractical for online experimentation services managing…

Why watermarking won't work | VentureBeat

Without standards and public education, AI watermarking will serve as little more than a plaster, failing to address issues of misinformation

Experts call for legal 'safe harbor' so researchers, journalists and artists can evaluate AI tools | VentureBeat

In a new paper, AI researchers called on tech companies to indemnify public interest research and protect it from account suspensions.

An interpretable ensemble of graph and language models for improving search relevance in e-commerce - Amazon Science

The problem of search relevance in the E-commerce domain is a challenging one since it involves understanding the intent of a user’s short nuanced query and matching it with the appropriate products in the catalog. This problem has traditionally been addressed using language models (LMs) and graph…

OpenTab: Advancing large language models as open-domain table reasoners - Amazon Science

Large Language Models (LLMs) trained on large volumes of data excel at various natural language tasks, but they cannot handle tasks requiring knowledge that has not been trained on previously. One solution is to use a retriever that fetches relevant information to expand LLM’s knowledge scope.…

Stack Overflow partners with Google Cloud to power developer generative AI intelligence | VentureBeat

Chandrasekar explained that through the OverflowAPI, Google now has continuous access to the APIs that pull public data from Stack Overflow. These APIs enable access to the same data available to the Stack Overflow community via its public APIs.

VCs look to AI data centers, local LLMs, and domain models for growth | VentureBeat

Pitchbook's analysis shows AI data centers, local large language models (LLMs) and domain-specific foundation models are three of the many growth catalysts VCs need to keep their firms growing and delivering returns. 

Google's chaotic AI strategy leaves users bewildered | VentureBeat

Google's chaotic and confusing AI branding and product strategy risks undermining public trust, but may actually represent an intentional, if flawed, approach to rapid public beta testing.

Graph diffusion models for anomaly detection - Amazon Science

Anomaly detection on graphs focuses on identifying irregular patterns or anomalous nodes within graph-structured data, which deviate significantly from the norm. This domain gains paramount importance due to its wide applicability in various fields such as spam detection, anti-money laundering, and…

Microsoft unveils Face Check for secure identity verification | VentureBeat

Microsoft launches Face Check facial recognition for Entra Verified ID to enable secure, privacy-protecting identity verification for enterprise customers.

Research collaborations - Amazon Science

Amazon partners with particular academic organizations across the world for deep and sustained collaborations in multiple research areas of mutual interest. Learn more about our ongoing collaborations, listed below in alphabetical order by institution name.

Intel challenger Smooth-Stone changes name to Calxeda | Network World

Smooth-Stone, a well-heeled start-up looking to make a name for itself by producing much more energy efficient server processors than established players like AMD and Intel, has changed its name to Calxeda. 

Tiny .biz domain names to be auctioned off to highest bidders | Network World

How much is x.biz or .ge.biz worth? That's the question NeuStar is asking the Internet e-commerce community as it adds one- and two-character names to the .biz domain and makes them available to the highest bidders.

Five billionth device about to plug into Internet | Network World

Sometime this month, the 5 billionth device will plug into the Internet. And in 10 years, that number will grow by more than a factor of four, according to IMS Research, which tracks the installed base of equipment that can access the Internet.

Cisco eats its own IPv6 dog food | Network World

Cisco has been selling IPv6-enabled routers, software and services for many years. Now, Cisco is taking the initiative to deploy IPv6 on its own public-facing Web site, the company confirmed Tuesday.

New domain names near milestone | Network World

Internet policymakers appear to be in the home stretch on a controversial plan to add hundreds of new domain name extensions -- such as .nyc, .africa and .sport -- that could forever alter the e-commerce landscape.

Converged Access consolidates branch-office gear | Network World

Converged Access this week unveiled managed branch-office hardware designed to reduce the number of devices deployed in remote locations and simplify their installation.

Q&A: Cybersquatters bank on ‘a good typo’ | Network World

Ron Jackson is editor and publisher of the online magazine Domain Name Journal and president of its parent company, Internet Edge Inc. Tampa, Fla.-based Internet Edge also operates a domain name registrar and several other "domain monetization" businesses, and Jackson owns about 7,000 domain names focused on generic keywords. He spoke with Computerworld last week about cybersquatting and other issues related to domain name usage.

Red Hat tops list of hottest IT security certifications | Network World

Interest in IT security certifications is booming, as more U.S. companies tighten up the protection surrounding their critical network infrastructure and as a growing number of employees view security expertise as recession proof.

FTC settles complaint about fake video game testimonials | Network World

The U.S. Federal Trade Commission has settled a complaint it made against a public relations firm accused of using employees to pose as ordinary customers to post reviews of video games on Apple's iTunes store, the agency said Thursday.

Fedora 14 tests desktop virtualization | Network World

The first public beta of version 14 of the Fedora Linux distribution edges towards potential enterprise use

CDT protests bill requiring registrars to enforce copyright | Network World

New legislation that seeks to curb copyright infringement by requiring domain-name registrars to shut down websites suspected of hosting infringing materials raises serious free-speech concerns, a civil liberties group said Tuesday.

FTC halts domain-name registration scam | Network World

A U.S. judge has ordered a halt to a Canadian operation that allegedly posed as a domain-name registrar in an effort to collect fees from thousands of U.S. consumers, small businesses and nonprofits, the U.S. Federal Trade Commission said.

Supreme Court strikes down one part of Sarbanes-Oxley | Network World

The U.S. Supreme Court has struck down one part of the controversial Sarbanes-Oxley Act, ruling Monday that Congress overstepped its authority when establishing the Public Company Accounting Oversight Board (PCAOB), an investigatory panel focused on enforcing the eight-year-old law.