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Kaggle launches Kaggle Models

Kaggle launches Kaggle Models

Kaggle is launching Kaggle Models in a move that will allow community members to publish models and share them. The effort also puts Kaggle in competition with Hugging Face to some degree.

In a post, Kaggle outlined Kaggle Models, which is designed to be an open marketplace for stress testing machine learning and generative AI use cases.

Kaggle users, also known as Kagglers, can publish models via the "+ Create button" on the left of the home page. Kaggle has published a set of API publishing instructions. Kaggle models can be published in any framework and upload to 100GB per model variation.

Hugging Face developers to plug into Google Cloud infrastructure

Users will have to document the model variations including framework, model weights and license as well as document them. Models can be private to the user or made public.

Kaggle said best practices include the open-source approved license such as Apache 2.0, model cards for transparency and instructions with examples.

Going forward, Kaggle said it will listen to feedback and iterate, make it easier to publish models without a review process and publish directly. There will also be additions for organizations to share models and datasets.

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Intel's Q4 strong amid PC rebound, outlook light: Here are the takeaways

Intel's Q4 strong amid PC rebound, outlook light: Here are the takeaways

Intel reported better-than-expected fourth quarter results as its PC business continues to bounce back. Intel's client computing group posted fourth quarter growth of 33% from a year ago as its data center and AI and network and edge units showed sales declines.

However, the first quarter outlook disappointed relative to expectations.

The chipmaker reported fourth quarter net income of $2.7 billion, or 63 cents a share, on revenue of $15.4 billion, up 10% from a year ago. Non-GAAP fourth quarter earnings were 54 cents a share.  Wall Street was expecting Intel to report fourth quarter earnings of 45 cents a share on revenue of $15.17 billion.

Intel's AI everywhere strategy rides on AI PCs, edge, Xeon CPUs for model training, Gaudi3 in 2024

Ahead of the results, Intel announced a foundry partnership with United Microelectronics Corp. (UMC). The two companies said they will collaborate to develop a 12-nanometer semiconductor process platform for mobile, communication infrastructure and networking. UMC, which offers foundry services, has decades of experience it can bring to Intel's US manufacturing efforts.

For 2023, Intel reported net income of $1.7 billion, or 40 cents a share, on revenue of $54.2 billion, down 14% from a year ago.

In a statement, CEO Pat Gelsinger said the company executed well and topped its expectations for the fourth quarter. For 2024, Gelsinger said "we remain relentlessly focused on achieving process and product leadership, continuing to build our external foundry business and at-scale global manufacturing, and executing our mission to bring AI everywhere."

CFO David Zinsner said the company hit its $3 billion in cost savings target in 2023 and expects to "unlock further efficiencies in 2024 and beyond."

By unit, Intel's fourth quarter was driven by the client computing group, which had revenue of $8.8 billion, up 33% from a year ago. For 2023, however, the client computing unit saw sales fall 8%. Intel saw its PC unit rebound in the third quarter

Intel's data center and AI group had fourth-quarter sales of $4 billion, down 10% from a year ago. For 2023, Intel's data center and AI unit had sales of $15.5 billion, down 20%. Intel has largely missed the GPU wave driven by generative AI. Intel's network and edge unit had fourth-quarter sales of $1.5 billion, down 24%. For 2023, network and edge sales of $5.8 billion were down 31% from a year ago.

The chipmaker's Intel Foundry Services had fourth-quarter sales of $291 million, up 63% from a year ago. For 2023, the foundry business had revenue of $952 million. Gelsinger said Intel's foundry business is on the right path. On a conference call, he said:

"While our ambitions will not materialize overnight, we made tremendous progress in both Q4 and fiscal year '23 towards our goal of becoming the second largest external foundry by 2030. The rapid adoption of AI by all industries is proving to be a significant tailwind for IFS as high-performance compute, an area where we have considerable wafer and packaging know-how and IP is now one of the largest, fastest-growing segments of the semiconductor market.

We made major strides in building our foundry ecosystem in 2023 with now over 40 strategic agreements across EDA design services, IP, cloud and U.S. military aerospace and government. Critical agreements with ARM and Synopsys continue to gain momentum."

As for the outlook, Intel projected first quarter revenue of $12.2 billion to $13.2 billion with non-GAAP earnings of 13 cents a share. That outlook was lighter than expectations.

Bottom line: Intel's transformation remains a work in progress.

Other notable quotes from Gelsinger on the conference call. 

On AI: 

"For the developer working with multitrillion parameter frontier models in the cloud, Gaudi and our suite of AI accelerators provides a powerful combination of performance, competitive ML perf benchmarks and leadership TCO.

As AI proliferates and the world moves towards more AI integrated application, there's a market shift toward local inferencing and smaller, more nimble models. It's a nod to both the necessity of data privacy and an answer to cloud-based inferencing cost and round trip latency."

On Xeon and servers:

"In Q4, our server business experienced solid sequential growth, consistent with market share, which we believe was flat with Q3 levels. Since launching 4th Gen Xeon in early 2023, we have shipped more than 2.5 million units with approximately 1/3 of all 4th Gen demand driven by AI. With our 5th Gen Xeon launch, we enable up to 42% higher AI inference performance compared to the industry-leading 4th Gen Xeon. 5th Gen Xeon has reached general availability at Alibaba is entering public and private previews with several CSPs and is on track to ship with OEMs next month."

On AI PCs:

"Core Ultra is the centerpiece of the AI PC, systems that are capable of natively running popular $10 billion parameter models and drive superior performance on key AI-enhanced applications like Zoom, Adobe and Microsoft. We expect to ship approximately 40 million AI PCs in 2024 alone with more than 230 designs from ultrathin PCs to handheld gaming devices to be delivered this year from OEM partners, Acer, Asus, Dell, HP, Lenovo, LG, MSI, Samsung Electronics and others."

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Hugging Face developers to plug into Google Cloud infrastructure

Hugging Face developers to plug into Google Cloud infrastructure

Hugging Face will enable developers to use Google Cloud infrastructure for its services and training models.

The new partnership makes Google Cloud a strategic cloud partner and preferred destination for Hugging Face training and inference workloads. Hugging Face has been landing partnerships with the likes of Google Cloud, AWS, Dell Technologies and ServiceNow to name a few.

Developers on Hugging Face's platform will be able to easily use Google Cloud's tensor processing units and graphics processing units to build generative AI applications. Model choice has been a key theme as enterprises want the ability to mix and match large language models depending on use cases.

Hugging Face models will be able to use Vertex AI, Google Kubernetes Engine (GKE), Cloud TPU v5e, future virtual machines powered by NVIDIA's H100 Tensor Core GPUs and the Google Cloud Marketplace.

Vertex AI and GKE will be available on the Hugging Face platform in the first half of 2024.

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Privacy, data concerns abound in enterprise, says Cisco study

Privacy, data concerns abound in enterprise, says Cisco study

Enterprise concerns about the data and privacy risks with generative AI abound as 63% of organizations are putting in controls to limit exposure to the technology, according to a Cisco study.

The study, the Cisco 2024 Data Privacy Benchmark Study, drills down on generative AI concerns. The study was based on responses from 2,600 privacy and security professionals around the world.

Among the key findings:

  • 27% have banned generative AI use at least temporarily.
  • 48% admit entering non-public company information into generative AI tools.
  • 91% of businesses say they need to do more to reassure customers about how their data will be used.
  • More than 90% of respondents said generative AI needs new techniques to manage data and risks.
  • 69% said generative AI is a threat to an organization’s legal and intellectual property rights.

 

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Analysis: Box's Acquisition of Crooze Stands to Accelerate Customer Innovation

Analysis: Box's Acquisition of Crooze Stands to Accelerate Customer Innovation

The acquisition by Box of Crooze, a no-code enterprise content management app maker, which was announced early today, marks a notable milestone in the company's trajectory as a recognized leader in both the enterprise content management (ECM) and cloud file sync spaces. For its part, Crooze has established itself as a prominent player in the field by enabling organizations to rapidly build and manage digital processes efficiently. Its suite of applications facilitates contract lifecycle management, digital asset management, document management, and streamlines enterprise content flows. The integration of Crooze's capabilities with Box's robust ECM solutions is poised to foster real synergy, an overused industry term, but one that hits the mark here. The Box/Crooze acquisition holds real promise to redefine how businesses manage and interact with their content.

Box's Acquisition of Crooze

Crooze: Tapping into Customer Innovation with Content

The acquisition is strategically aligned with Box's mission to provide more value-added scenarios to its customers. Crooze's no-code platform and advanced metadata capabilities empower organizations to customize their content management systems without the need for practically any  programming knowledge. This democratization of content management not only simplifies processes but also fosters innovation within organizations. By integrating these capabilities, Box is set to enhance its platform, making it more adaptable and user-friendly, thereby driving user engagement and increasing adoption rates.

Moreover, the acquisition is timely, as it aligns with the growing demand for digital transformation initiatives centered around content and documents. In an era where digital agility is paramount, the combined strengths of Box and Crooze can be expected to provide a comprehensive solution that addresses the complex needs of file- and content-intensive flows within key business processes. This integration is likely to streamline operations, reduce bottlenecks, and enable businesses to respond more swiftly to market dynamics, thereby accelerating their digital transformation journeys. Box Relay has previously provided some workflow capabilities within the platform, but Crooze brings a more fully realized way to build real apps around critical document types and even integrates with Relay to do so. Crooze also provides rich custom metadata, audit control, governance, and enterprise-grade permissions along the way.

Another significant aspect of this acquisition is its potential to tap into the burgeoning trend of citizen development. The rise of no-code and low-code platforms has empowered non-technical users to develop and deploy applications that meet their specific needs, fostering a culture of innovation and agility. By incorporating Crooze's no-code solutions, Box is positioned to capitalize on this trend, offering tools that enable users across various organizational levels to contribute to the development and optimization of digital processes. This approach not only accelerates innovation but also aligns with the evolving expectations of the modern workforce, where flexibility and user empowerment are highly valued.

Crooze's Enterprise Features for Box
Crooze Has Enterprise-Grade Features for Large Data Volumes with Advanced Metadata Automation

Holds Promise to Spur Wider Adoption/Growth for Box

The bottom line, my take is that Box's acquisition of Crooze has the potential to be a strategic move that could significantly enhance their value proposition in the enterprise content management sector, especially after Crooze's features are integrated more natively into the Box platform. By combining Crooze's proficiency in managing sophisticated digital processes with Box's established ECM platform, the company is poised to deliver a more robust, user-friendly, and adaptable solution that unleashes customer innovation. This integration aligns with the current industry trends, including the demand for digital transformation and the rise of citizen development, setting the stage for Box to drive further growth, increase customer engagement, and solidify its position as a leader in the ECM market.

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IBM Q4 better than expected, watsonx gains traction

IBM Q4 better than expected, watsonx gains traction

IBM reported better-than-expected fourth quarter results and CEO Arvind Krishna said, "our book of business for watsonx and generative AI roughly doubled from the third to the fourth quarter."

The company reported fourth-quarter revenue of $17.4 billion, up 4% from a year ago. IBM showed revenue growth in software, consulting, and infrastructure. Big Blue delivered fourth-quarter earnings of $3.54 a share and $3.87 a share on a non-GAAP basis.

Wall Street was looking for IBM to report fourth quarter earnings of $3.80 a share on revenue of $17.28 billion. Krishna said IBM expects 2024 revenue growth in the mid-single digit range with about $12 billion in free cash flow.

Krishna's reference to watsonx's book of business highlights the trend of companies talking about future revenue. On a conference call, Krishna said:

"We are confident in achieving our midterm revenue model and the strength of our diversified business model allows us to make progress each quarter.  We enter the year intend on enhancing our software portfolio and strengthening our consulting position. We have done both. Mid last year we launched watsonx, our flagship AI and data platform. We are excited by the traction we are seeing." 

IBM buys StreamSets, webMethods from SoftwareAG for €2.13 billion | IBM Delivers AI How It Is Meant to Be With Watsonx

Krishna added:

"Last quarter I shared with you that our book of business the third quarter, specifically related to generative AI and watsonx, was in the low hundreds of millions. Since then demand continues to increase. And our book of business in the fourth quarter is roughly double that third quarter. We continue to have thousands of hands on private interactions, including an acceleration and pilots that were completed during the quarter. Software transactional revenue and SaaS ACV was approximately a third of our book of business related generative AI in the fourth quarter two-thirds was consulting signings. There was a balance of both large and small transactions across both segments." 

For 2023, IBM reported revenue of $61.9 billion, up 2%, with earnings of $8.15 a share.

By the numbers for the fourth quarter:

  • Red Hat revenue was up 8% as software revenue overall was $7.5 billion, up 3.1% from a year ago.
  • Consulting revenue was $5 billion, up 5.8% from a year ago.
  • Infrastructure revenue was $4.6 billion, up 2.7% from a year ago. IBM zSystems revenue was up 8% in the quarter.

More:

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ServiceNow delivers strong Q4, ups 2024 outlook

ServiceNow delivers strong Q4, ups 2024 outlook

ServiceNow reported better-than-expected fourth quarter results, delivered revenue growth of 26% and said it landed more than 168 deals with annual contract value topping $1 million.

The company reported fourth-quarter net income of $295 million, or $1.43 a share, on revenue of $2.44 billion, up 26% from a year ago. Non-GAAP fourth quarter earnings were $3.11 a share.

Wall Street was expecting ServiceNow to report earnings of $2.78 a share on revenue of $2.4 billion.

For 2023, ServiceNow reported net income of $1.73 billion, or $8.42 a share, on revenue of $8.97 billion, up 24% from a year ago.

As for the outlook, ServiceNow projected first quarter subscription revenue growth of 24% to 24.5% with non-GAAP margins of 29%. Here's the full outlook. 

Separately, ServiceNow said it inked a five-year strategic alliance with Visa. The two companies will launch ServiceNow Disputes Management, Built with Visa. The two companies aim to streamline the disputes management process for issues with AI. ServiceNow also expanded a partnership with EY to offer generative AI compliance, governance and risk management tools.

CEO Bill McDermott said generative AI is "injecting new fuel into our already high-performing engine." ServiceNow CFO Gina Mastantuono said the company saw 99% renewal rates in the fourth quarter.

On a conference call, McDermott said:

"We see AI as a 360 degree strategic imperative. I've told the ServiceNow team worldwide that the company is now moving into Phase Five, the culmination of our long term goal of surpassing $10 billion in ACV, which incidentally only a handful of software companies have ever achieved. We have so much runway ahead for the long term growth of this company. There are two key elements of our strategy, execution and scale. Execution is an art form and scale is all about capitalizing on new opportunities as a truly global platform company."

By the numbers:

  • Current remaining performance obligations to be recognized as revenue over the next 12 months was $8.6 billion, up 24% from a year ago.
  • The company has 1,897 customers with more than $1 million in annual contract value.
  • ServiceNow spent $2.12 billion on R&D in 2024.
  • 63% of ServiceNow's revenue is from North America. 

 

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TikTok Layoffs, Google Cookies, New Cloud Tech | ConstellationTV Episode 72

TikTok Layoffs, Google Cookies, New Cloud Tech | ConstellationTV Episode 72

 

ConstellationTV episode 72 just dropped! 🎬 You don't want to miss this week's dynamic duo Liz Miller and Holger Mueller talking #enterprise tech news, Google's farewell to cookies & IBM's Cloud Code Engine #technology.

00:00 - Welcome from our hosts!
02:00 - #Enterprise tech news (acquisitions, TikTok #layoffs, etc.)
16:06 - CRTV perspective on Google's long farewell
23:44 - IBM Cloud Code Engine differentiators
34:07 - Bloopers! (feat. the year of Holger)

ConstellationTV is a bi-weekly Web series hosted by Constellation analysts, tune in live at 9:00 a.m. PT/ 12:00 p.m. ET every other Wednesday!

On ConstellationTV <iframe width="560" height="315" src="https://www.youtube.com/embed/oFLJOXowpp0?si=-p5z9b5idhUDxG-v" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe>
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SAP retools for generative AI, cuts 8,000 jobs, sets 2024, 2025 ambition

SAP retools for generative AI, cuts 8,000 jobs, sets 2024, 2025 ambition

SAP plans to restructure and cut 8,000 positions as it focuses on artificial intelligence and uses the technology to become more efficient. SAP said it expects to add back new roles and exit 2024 with headcount at similar levels.

The enterprise software giant ended the year with nearly 108,000 full-time employees.

In a statement, SAP said it plans to retool to focus on growth markets and business AI. SAP said its restructuring will be covered by "voluntary leave programs and internal re-skilling measures." Restructuring charges will be about €2 billion with most of that being recognized in the first half of 2024 with minimal cost benefits due to reinvestment.

On a conference call with analysts, SAP CEO Christian Klein said:

"The tech industry is moving fast. We need to keep leading the way as a top enterprise application company and further advance to become the number one Business AI company as well. This is why out of a very strong position we are now accelerating the development of the company with the clear goal to grasp the opportunities of GenAI."

"We are stepping up our investment in Business AI to drive automation as we see significant growth opportunities lying ahead and want to improve our operating leverage," said SAP CFO Dominik Asam.

As for SAP's 2024 outlook, the company said €17 billion to €17.3 billion in cloud revenue, up 24% from €13.66 billion in 2023. The company said software and cloud revenue will be €29 billion to €29.5 billion with €7.6 billion to €7.9 billion non-IFRS operating profit.

SAP also outlined its 2025 outlook including cloud revenue of more than €21.5 billion and total revenue of more than €37.5 billion. Non-IFRS operating profit by 2025 will be €10 billion.

With the restructuring plan and outlook, SAP also reported fourth quarter and fiscal 2023 results. The company is retooling to drive cloud sales and move customers to S/4HANA. Customers have had a mixed reaction and SAP's 2023 net Promoter Score is 9. According to Simplesat, the average NPS for SaaS businesses is 30 and enterprise software's average NPS is 44.

SAP said fourth quarter revenue was €8.47 billion with cloud revenue of €3.7 billion. SAP S/4HANA cloud revenue was €1.03 billion. Earnings per share were €1.01 a share. Adjusted earnings were €1.41.

For fiscal 2023, SAP reported revenue of €31.26 billion with a profit of €5.93 billion.

Klein said that SAP can differentiate with its AI platform. He said:

"We are developing strong organic product, a strong organic AI platform so that our copilot tool can speak not only finance but can solve some of the hardest problems our customers facing across the company. We are going to infuse it right into the business processes. When you look at what we already can do in particular sales and optimizing inventory, it can take out a ton of CapEx and OpEx of the P&L or balance sheet of our customers. And then when you listen to our partners like Microsoft or NVIDIA, where we just closed another partnership, I mean they are keen actually now to combine their copilot with our copilot to extend our AI platform. When you have content from over 30,000 customers and access to the most mission-critical data, the algorithms become smarter every day. We can actually solve some problems."

Other takeaways to note:

  • SAP said Vodafone is betting on RISE with SAP and is using Signavio and Datasphere along with other apps. Volkswagen is an expanded customer win for SAP SuccessFactors.
  • Total cloud backlog is €44 billion, up 39% from a year ago.
  • SAP's top 1,000 customers are now on average using 4 SAP cloud solutions, up from 3 last year.
  • SAP's Cloud ERP suite represents 82% of the company's SaaS and PaaS revenue.
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Verizon sees enterprises building out private 5G networks

Verizon sees enterprises building out private 5G networks

Verizon said large enterprises are building out private 5G networks for connectivity and edge computing use cases.

The wireless giant disclosed the 5G private network buildout on its fourth quarter earnings call.

Verizon CEO Hans Vestberg said on the company's earnings conference call:

"We continue to see interest from large enterprises running complex logistics and operations like ports, automotive and heavy industries. In November, Norfolk International Terminal contracted us to build a second private 5G network for them. Audi, already one of our partners in smart car development, has contracted us to build a private network for their automotive tech testing environment. And Nucor, one of the country's largest steel companies, has us building private networks for three of its sites with more to come over the next year."

Vestberg added that private 5G networks are a new source of revenue for Verizon's enterprise unit. Verizon has built out 5G private networks for the NFL across stadiums.

"When we build relationships with these large enterprises and they see what our network can do for them, there is always potential for more business," said Vestberg.

What's notable about Verizon's 5G networks is that it can play into edge computing and connectivity to process more AI workloads locally.

Other takeaways from Verizon's fourth quarter earnings:

  • Vestberg touted a partnership with HCLTech on post-sale implementations and customer support for managed network services. He said HCLTech has enhanced "our customer service while saving Verizon money."
  • Regarding HCL Vestberg said: "On the cost program, '23 was a big year for us. We did a lot in customer care. We did a lot with the managed services with outsourcing with HCL. We implemented some really large IT systems. We continue to deploy our offshore centers and being even stronger using that as a platform on the basis that we created the Verizon Global Services. I'm really pleased with the platforms, and that means we're on track for the savings we talked about going into '24."
  • Total wireless postpaid phone net additions were 449,000 in the fourth quarter.
  • Verizon's adjusted fourth quarter earnings were $1.08 a share, on revenue of $35.1 billion, down 0.3% from a year ago. Consolidated net loss in the fourth quarter was $2.6 billion.
  • Verizon's business revenue was $7.6 billion, down 3.6% from a year ago. Verizon Business had 292,000 wireless retail postpaid net additions in the fourth quarter.
  • Verizon is projecting wireless revenue growth of 2% to 3.5% in 2024.

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