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Sakana AI unveils evolutionary algorithm for generative AI | VentureBeat

With more than 500,000 models available on Hugging Face, model merging offers vast possibilities for researchers, developers and others...

Partial federated learning: Unlocking non-biometric text information sharing for federated learning - Amazon Science

Federated Learning (FL) is a popular algorithm to train ma-chine learning models on user data constrained to edge devices (for example, mobile phones) due to privacy concerns. Typically, FL is trained with the assumption that no part of the user data can be egressed from the edge. However, in many…

Revolutionizing B2B Supply Chain Dynamics: A Comprehensive Exploration of AI-Driven Rebalancing, Optimization Strategies, and Data Integration for Seamless Order Management and Supply-Demand Harmony - insideBIGDATA

In this contributed article, Sumit Mittal, a Senior Product Director at Blue Yonder, explores the transformative impact of AI-powered rebalancing and optimization techniques on B2B order management in dynamic environments. He introduces a solution encompassing a dynamic rebalancing algorithm and an intelligent layer, leveraging AI and ML-powered pattern analysis for optimized decision-making. The proposed approach promises faster responses to disruptions, enhanced fill rates, heightened customer satisfacti

H2O AI releases Danube, a super-tiny LLM for mobile applications | VentureBeat

In the Hellaswag LLM benchmark evaluating common sense natural language inference, Danube performed with an accuracy of 69.58%, sitting just behind Stability AI’s Stable LM 2 1.6 billion parameter model.

Four Best Practices To Get Your EA Program On Track | Network World

An effective enterprise architecture (EA) practice can eliminate business-IT-alignment problems, bring order and purpose to an organization's use of technology, and lead an enterprise on the road to greater collaboration and innovation. The problem is that with these ambitious goals, EAs often face the daunting task of convincing business and IT leaders with operational responsibilities, near-term deliverables, and parochial interests to focus on the value of enterprise synergies. It's all too common to se

Ballmer pushes slates but reveals few details | Network World

Microsoft's chief executive on Thursday sought to address some common questions raised by analysts, but his answers may not have been exactly what they were looking for.

New Adobe ad campaign shows Apple some tough love | Network World

Adobe today has launched an ad campaign that gushes "We Love Apple," though after listing all the things the companies have in common it ends by scolding Apple for blocking technological freedom of choice.

Mobile Phone Bill Shock: FCC, Carriers Face Off | Network World

If your wireless bill spiked by more than $18,000 one month, would you think that was a "trivial" issue? Of course, not. But the big telcos and their conservative allies are trying to stop the FCC from putting rules in place that will make wireless bill shock a much less common occurrence.

Fixing Facebook: Tips for handling common complaints | Network World

Facebook users have a love-hate relationship with the world's most popular social network. Facebook's community is unmatched in size, providing an unparalleled opportunity to remain in daily contact with friends, family and co-workers. Yet confusing and lax privacy controls, controversial redesigns and annoying applications make it a struggle to carve out a useful experience from the service.

5 tips for Facebook from security and privacy experts | Network World

'Get the dislike button!' 'OMG this girl KILLED herself after her dad posted on her wall!' What do these comments have in common? They are two of the scams we see making the rounds on Facebook in an attempt to get you to click on and install a bad application. The Facebook con popping up everywhere this week is the 'total profile views' ruse. It's another version of the 'See who viewed your profile' trick that makes its way around the social network and plays to the user's ego and desire for information ab

Book explores traits of high-impact philanthropists | Network World

High-impact philanthropic efforts, from organizations such as the Bill & Melinda Gates Foundation and Cisco Systems, that have the most success at solving societal problems, share a common set of characteristics: They keep their focus on a small core of issues, establish networks of like-minded individuals, corporations and nonprofits for those target areas, and understand that it's not just about giving money, a new book on philanthropy said.

IT Pros Have More in Common With Senior Execs Than Managers | Network World

Would it surprise you to learn that high-performing IT executives possess many of the same strengths as high-performing IT professionals who have no management responsibility? After all, doesn't it seem natural to assume that the skills needed to be a successful CIO differ from the skills that are required to be a good programmer, network administrator or DBA?

Business Continuity, Recovery in a Tornado Zone | Network World

Business continuity planners in tornado alley have much in common with those in hurricane areas -- but also key differences. Tornadoes have smaller funnels, but can appear in groups, may feature dramatically higher winds, and can strike with far less warning than a major hurricane typically provides. Good BC/DR planning must take those differences into account in everything from employee and facility safety to network uptime.

Network security: What do Britney Spears, the Wizard of Oz and the Dark Market have in common? | Network World

Security experts say the darnest things: RSA Conference 2009 brings out the unexpected.

NAC questions nag at big security vendors | Network World

Symantec and McAfee appear to be bumping up against a common wall when it comes to one component typically found in security software suites: Network access control.

Gemalto warns against dangerous IT security complacency | Network World

Digital security firm Gemalto has warned of the risks of the common complacency, across the Asia Pacific, about internet security, despite it being a 'hot region for phishing attacks'.

Will 2011 be the year of mobile malware? | Network World

Perhaps one of the most common predictions of the last six years has been that mobile malicious software will suddenly proliferate, driven by widespread adoption of smartphones with advanced OSes.

Automation, Integration Key to Fighting Cyber Crooks | Network World

A familiar theme is taking shape at this year's RSA security conference: With cyber cooks growing more clever and insidious, security vendors who compete with one another have no choice but to come together to fight a common enemy.

HP accuses Cisco of diverting data center standard | Network World

Networking rivals HP and Cisco have abandoned their common ground in data center switching, with HP accusing Cisco of diverting an IEEE standard and Cisco insisting that customers drove the change.

Harvard researchers underwhelmed by peer influence on Facebook | Network World

Most people make friends with others online who have common interests, but it's rare for people's interests to rub off on others, according to new research out of Harvard University based on an examination of four years’ worth of Facebook data.

Crypto hash algorithm competition set to begin | Network World

Security experts vying to have their technology selected as the next cryptographic-hash algorithm standard for the U.S. government need to submit their entries this week. Then they will have a long wait ahead: The new Secure Hash Algorithm standard isn't expected to be chosen until 2012.

Net neutrality, Alcatel-Lucent style | Network World

Network World interviews Wim Sweldens, VP of Alcatel-Lucent Ventures, about finding common ground between carriers and the newfangled application and content providers who are bringing P2P and other services onto the market.