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Study: 8 in 10 fraud fighters expect to deploy generative AI by 2025

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Global survey of anti-fraud pros by the ACFE and SAS reveals incredible GenAI enthusiasm – but past benchmarking studies suggest a more challenging reality

CARY, N.C., Feb. 13, 2024 /PRNewswire/ — Generative AI has captured the public imagination, its power and promise seemingly poised to affect every facet of society. It’s hardly any wonder then that 83% of anti-fraud professionals anticipate adding the technology to their anti-fraud armaments within the next two years, according to the latest anti-fraud tech study by the Association of Certified Fraud Examiners (ACFE) and SAS.

How might #GenAI & other tech reshape #fraud fighting? Explore the global, cross-industry study by @TheACFE and SAS.

The 2024 Anti-Fraud Technology Benchmarking Report is the third installment of a global research study initiated by the ACFE and SAS in 2019. This latest edition reflects insights from nearly 1,200 ACFE members surveyed in late 2023. The survey data reveals key trends in the evolution of fraud fighting since 2019. Among them:

Interest in artificial intelligence (AI) and machine learning (ML) technology is higher than ever. Nearly 1 in 5 anti-fraud pros (18%) currently counts AI/ML among their fraud-fighting tools. Another 32% anticipate implementing these technologies in the next two years – a peak since the study’s inception. At this rate, use of AI/ML in anti-fraud programs will almost triple by the end of next year.However, AI and ML adoption consistently lags expectations. Despite fervent interest, adoption of AI and ML for fraud detection and prevention has grown only 5% since 2019. That figure falls far short of the anticipated adoption rates revealed in the 2019 and 2022 studies (25% and 26%, respectively).While the use of many data analysis techniques has plateaued, the application of biometrics and robotics in anti-fraud programs has risen steadily. Use of physical biometrics has climbed 14% since 2019, now cited by 40% of respondents. One in 5 survey respondents (20%) reported using robotics, including robotic process automation, up from 9% in 2019. The use of these technologies is notably highest in banking and financial services, with half (51%) using physical biometrics and one-third (33%) using robotics.

“The accessibility of generative AI-powered tools makes them incredibly dangerous in the wrong hands,” said ACFE President John Gill. “Three in five organizations foresee increasing their anti-fraud technology budgets over the next two years. How they invest these funds will determine who will seize the upper hand in what’s become a technology arms race with criminal enterprises. It’s an uphill battle when you consider that, unlike the fraudsters, organizations face the added challenge of having to use these technologies ethically.”

“Explosive interest in advanced analytics techniques juxtaposed with much more modest adoption rates proves the complexities of scaling the AI and analytics life cycle,” said Stu Bradley, Senior Vice President of Risk, Fraud and Compliance Solutions at SAS. “It also underscores the importance of choosing the right technology partner. AI and machine learning aren’t simple, plug-and-play applications. However, their benefits can be more readily realized by deploying modularized solutions across the risk management spectrum on a single, AI-powered platform. That’s SAS’ approach with cloud-native, language-agnostic SAS Viya.”

Explore trends by industry, geography and more
Complementing the benchmarking report, SAS’ online data dashboard allows users to analyze survey data by industry, geographic region and company size.

Survey respondents work in 23 industries – most prevalently banking/financial services and government/public administration (each accounting for 22% of respondents), but also professional services (13%), insurance (5%), health care (4%), manufacturing (4%), technology (4%), education (4%) and more. Their employer organizations span the globe and range in size from fewer than 100 employees to more than 10,000.

Read the report and visit the data dashboard at SAS.com/fraudsurvey to examine cross-industry, anti-fraud tech trends and sentiments around:

Data analysis techniques organizations use to fight fraud.Risk areas where organizations apply data analytics to monitor for fraud.Data sources organizations use in their anti-fraud initiatives and their perspectives on data-sharing consortiums.The prevalence of case management and digital forensics/e-discovery software.Challenges organizations face in implementing new anti-fraud technology.How generative AI is affecting organizations’ anti-fraud programs.

The future of GenAI: Boom or bust?
Will the deployment of generative AI in anti-fraud programs skyrocket in line with survey respondents’ passionate intent? Or will real-world challenges like budgetary restrictions, data quality and skills gaps inhibit its predicted ascent? Only time will tell – but organizations can’t be too careful in embracing GenAI and other AI technologies. Responsible innovation requires organizations to ask not only “could we” but also “should we?”

“The use of generative AI in anti-fraud initiatives could play a significant part in identifying anomalies, trends and indications in larger volumes of data with minimal resource concerns,” said one survey respondent. “However, the organization will need to ensure that proper guidelines are in place to minimize errors and bias.”

“Generative AI has made great strides these last few years, so it’s no surprise that organizations are incorporating it into their anti-fraud initiatives,” said ACFE Research Director Mason Wilder. “As a society, we are still learning all the advantages and disadvantages to using the technology, but more organizations are beginning to take that first step. It will be interesting to see how quickly adoption occurs, in and out of the workplace, in addition to the technology continuing to become more advanced with time.”

About the Association of Certified Fraud Examiners
Based in Austin, TX, the ACFE is the world’s largest anti-fraud organization and premier provider of anti-fraud training and education. Together with more than 90,000 members, the ACFE is reducing business fraud worldwide and inspiring public confidence in the integrity and objectivity within the profession. For more information, visit ACFE.com. 

About SAS
SAS is the leader in analytics. Through innovative software and services, SAS empowers and inspires customers around the world to transform data into intelligence. SAS gives you THE POWER TO KNOW®.

SAS and all other SAS Institute Inc. product or service names are registered trademarks or trademarks of SAS Institute Inc. in the USA and other countries. ® indicates USA registration. Other brand and product names are trademarks of their respective companies. Copyright © 2024 SAS Institute Inc. All rights reserved.

SAS Editorial Contact:     

ACFE Editorial Contact:

Danielle Bates                   

Stefanie Hallgren

danielle.bates@sas.com   

shallgren@acfe.com 

+1 919-531-1959               

+1 512-276-8167 

sas.com/news                     

acfe.com

 

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Trimble Links SketchUp with Anthropic’s Claude, Bringing New Conversational AI-powered Capabilities to 3D Modeling

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40 minutes ago

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April 29, 2026

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Trusted, intuitive AI enhances design workflows, making it easier to move from creative concepts to 3D models

WESTMINSTER, Colo., April 28, 2026 /PRNewswire/ — Trimble (Nasdaq: TRMB) today announced a specialized integration with Claude, the large language model and AI assistant from Anthropic, that makes it easier for Trimble® SketchUp® software users to create 3D models directly from conversational text or speech prompts.

The powerful new capabilities are enabled by a SketchUp Connector model context protocol (MCP) service that allows Claude to interact directly with SketchUp (.skp) files. The connectivity enhances existing design workflows and expands access to 3D modeling for people at any skill level.

Trimble SketchUp is a professional-grade 3D modeling software used widely in architecture, design, construction and other fields. This is the first Connector created by Trimble that connects the SketchUp design environment with other tools via the MCP framework.

Conversational 3D modeling
The SketchUp Connector integration with Claude lets users create 3D geometry, such as building massing models, landscapes or furniture by simply describing what they want. Plain-language inputs alongside reference images, sketches, photos, floor plans and dimensions that users upload can give Claude the context needed to understand the design goal. Claude builds the geometry in a cloud SketchUp session, verifying dimensions iteratively.

“The learning curve and time it takes for professionals to transfer a vision to a digital model has traditionally been the biggest barrier to 3D modeling,” said Chris Cronin, vice president and general manager of architecture and design solutions at Trimble. “Natural language prompts and the power of AI make it easy for anyone to get started and excel, including inexperienced and non-traditional 3D design users, bringing us closer to our ‘3D for everyone’ goal.”

The specialized Claude integration for SketchUp is consistent with Trimble-wide initiatives to democratize advanced technology and make them available and accessible to a wider range of users, according to Cronin.

Additional 3D modeling advantages
In addition to allowing natural language prompts, the SketchUp Claude Connector tracks version history within a single chat, enabling users to rapidly navigate, troubleshoot and refine their 3D models. If a design is not quite accurate, users can describe necessary changes or paste screenshots from SketchUp directly into the chat to point out specific angles, proportions or elements that need adjustment.

When a model is completed, the Connector creates a 2D preview thumbnail and provides a direct download link to the .skp file. Users can instantly download, open and edit the file in any SketchUp modeler.

Users can also design and train Claude on core skills and unique workflows to complete repetitive tasks more quickly and efficiently.

Availability
Users can get started today by enabling Trimble SketchUp in Claude’s MCP directory connector settings. Accessing the Connector requires a Claude account and a Trimble ID for authentication. Users receive a free SketchUp entitlement that allows them to save up to 30 SketchUp models; after that, a paid entitlement is required. Resulting files can be opened in SketchUp for Web, Desktop, iPad or iPhone.

About Trimble
Trimble is a global technology company that connects the physical and digital worlds, transforming the ways work gets done. With relentless innovation in precise positioning, modeling and data analytics, Trimble enables essential industries including construction, geospatial and transportation. Whether it’s helping customers build and maintain infrastructure, design and construct buildings, optimize global supply chains or map the world, Trimble is at the forefront, driving productivity and progress. For more information about Trimble (Nasdaq: TRMB), visit: www.trimble.com.

FTRMB

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Topaz Labs announces its largest single release of AI models in company history with “Next-Gen” launch

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April 28, 2026

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DALLAS, April 28, 2026 /PRNewswire/ — Topaz Labs, the AI image and video enhancement company, has announced four new image enhancement models and two video enhancement models across five applications. The collection of “Next-Gen” models offer powerful sharpening, denoising, and upscaling results to visual content. Image models included are Wonder 3, Denoise Max, Super Focus 3, and High Fidelity 3. For video, Starlight Precise 2.5 and Astra 2 were announced.

The collection of models offers powerful sharpening, denoising, and upscaling results to visual content.

“This is both the largest and most technically advanced set of models we’ve released in the company’s history,” says Eric Yang, CEO, Topaz Labs. “We launched Topaz NeuroStream earlier this year with the goal of enabling local rendering of complex models for more users. Without such technology, the complex, heavyweight AI models in today’s release would have been limited to cloud-only rendering, forcing users to pay per use and be reliant on internet connection. We believe local use is crucial to the future of AI in both professional and consumer use cases, and today’s release is a huge step.” 

Topaz NeuroStream is proprietary technology that reduces VRAM usage by up to 95% and allows exponentially more users on consumer-grade hardware to use AI models locally. A total of six Topaz models are now powered by NeuroStream.

Next-Gen Release Image Models 

Wonder 3: A magical, one-click sharpen, upscale, and denoise model for images.
Denoise Max: New standard for removing noise and grain in images.
Super Focus 3: Next-level sharpening model that brings subjects back from the blur.
High Fidelity 3: The newest model for upscaling high-res inputs like smartphone photos and RAW images.

All image models in this release are available in Topaz Photo desktop application and via API. Wonder 3 and Denoise Max are also available in Express, a web-based tool.

Next-Gen Release Video Models

Starlight Precise 2.5 (Local): Groundbreaking video model that brings out natural visual details with stunning results, with local availability in Topaz Video

Astra 2: The next generation of creative video upscaling that enhances clarity, richness, and visual complexity of videos by adding new detail.

Both highlighted video models are available via cloud rendering in Astra and API. Starlight Precise 2.5 (Local) can be found in the Topaz Video desktop application.

About Topaz Labs
Founded in 2005, Topaz Labs is a leader in AI-powered image and video enhancement. Its technology is used by 1.5 million customers, including 20 of the world’s top 50 companies. Known for industry-leading products like Topaz Photo, Topaz Video, Topaz Gigapixel, Astra and Bloom, the company continues to invest heavily in research and development, advancing the frontiers of imaging technology in collaboration with academic and industry partners.

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Dreame Technology Launches the L60 Series, Led by the Flagship L60 Pro Ultra

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2 hours ago

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April 28, 2026

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New lineup brings industry-leading intelligence and full-home automation to a new generation of robot vacuums

SAN FRANCISCO, April 28, 2026 /PRNewswire/ — Dreame Technology, a leader in smart home innovation, today announced the L60 Series, a new lineup of four robot vacuums engineered for the full range of modern home environments. Built on a shared foundation of premium cleaning performance, intelligent navigation, and hands-free automation, the L60 Series is designed to meet the needs of every kind of household, from compact apartments to multi-story homes, and from single-surface layouts to complex mixed-flooring environments.

“The L60 Series represents exactly what Dreame stands for: powerful, intelligent cleaning that adapts to how people actually live,” said Ana Wang, CEO of Dreame Technology North America. “Whether you have a multi-story home, pets, mixed flooring, or low furniture, there’s an L60 built for your needs. Every model in the lineup delivers the core cleaning experience our customers expect from Dreame.”

Meet the L60 Series

The L60 Series is built around four distinct models, each tailored to a different home profile and cleaning priority:

L60 Pro Ultra — The Ultimate All-in-One. The flagship vacuum is purpose-built for large floor plans, multi-surface transitions, and complex terrain. Features the 3.46-inch ProLeap™ System, 35,000Pa Vormax™ Suction, Dual Omni-Scrub Mopping with Hot Water, and an industry-leading 6,400mAh PowerCore™ Battery.L60 Ultra — Precision Whole-Home Coverage. A balanced high-performer built around Dreame’s latest 2026 sensor technology and a 3.23in (82mm) ultra-thin design for precise navigation in low-light spaces and flawless cleaning under low-profile furniture. Includes AI-Enhanced 3D ToF Vision, 35,000Pa Vormax™ Suction, HyperStream™ Detangling DuoBrush 2.0, SmartDirt™ Detection, Pet-Friendly Care 5.0, and Matter, Apple Watch, and Home Screen Shortcut support.L60 Ultra PE (Performance Edition) — The Intelligent Step-Up. An upgraded everyday performer for homes that need an extra boost on hair pickup, with 30,000Pa Vormax™ Suction, the HyperStream™ Detangling DuoBrush, 3DAdapt™ Obstacle Avoidance, and Smart Pathfinder Technology with 220 object type recognition.L60 Ultra FE (Fine Edition) — The Essential Automated Choice. An entry-level powerhouse delivering the core promise of maintenance-free floor care, with 30,000Pa Vormax™ Suction, TriCut Brush 3.0, Dual Flex Arm Technology, and the full PowerDock™ automation experience.

A Shared Foundation of Premium Performance

Every model in the L60 Series shares a core set of capabilities that set a new baseline for modern robot vacuums, including:

212°F (100°C) ThermoHub™ Mop Self-Cleaning for hygienically clean mop pads after every cycle30,000–35,000Pa Vormax™ Suction across the lineup for powerful pickup on every surfaceDual Flex Arm Technology for adaptive side-brush and mop coverage in corners and along edgesMop Lifting for seamless transitions between hard floors and carpetAutomatic Solution Dispensing for consistent cleaning chemistry without manual refillsThe 8-in-1 PowerDock™ base station, which handles auto-empty, mop washing, hot-air drying, and solution management for truly hands-free operation

L60 Pro Ultra: The Flagship Experience, Redefined for Complex Homes

Leading the lineup is the L60 Pro Ultra, featuring select top-tier specifications optimized for large-scale layouts and complex terrains. It pairs the series’ most capable hardware with Dreame’s most advanced intelligence to deliver a seamless, one-stop cleaning experience that effortlessly tackles stubborn stains across expansive and complex home layouts.

At the heart of the Pro Ultra’s navigation advantage is the 3.46-inch ProLeap™ System, the lineup’s most capable obstacle-crossing system, paired with VersaLift Navigation for cleaning under low-clearance furniture. It is equipped with dual-laser 3D structured light, an AI RGB camera, and LED illumination, enabling it to recognize over 280 types of obstacles — for precise, real-time avoidance in any lighting condition.

The Pro Ultra delivers 35,000Pa Vormax™ Suction alongside the HyperStream™ Detangling DuoBrush, together extracting embedded debris, pet hair, and fine particles from every floor type without tangles or jams. Its Dual Omni-Scrub Mopping with Hot Water system pairs rotating mop pads with a Thermal Mop Pad and ThermoHub™ 212°F (100°C) Mop Self-Cleaning, while the AceClean™ DryBoard minimizes residue — eliminating grease, bacteria, and moisture that cold-water systems simply can’t address. An industry-leading 6,400mAh PowerCore™ Battery provides whole-home coverage on a single charge.

The Pro Ultra’s OmniDirt™ Detection Technology identifies high-soil areas and automatically triggers Mop Rewashing and Floor Remopping for a truly thorough result. Pet-Friendly Care 4.0 adds pet-aware detection and navigation, while Upgraded Intelligent Carpet Cleaning optimizes suction and mop behavior for mixed-flooring homes. Direct Voice Control and app control round out the experience for effortless day-to-day use.

Pricing and Availability

The Dreame L60 Series is available now through the Dreame website and Amazon (L60 Pro Ultra, L60 Ultra, L60 Ultra PE, L60 Ultra FE), with launch-offer pricing through the official website. Customers who purchase on dreametech.com receive a free accessory kit with their order.

L60 Pro Ultra — MSRP $1,399.99 | Launch Offer $1,259.99L60 Ultra — MSRP $1,299.99 | Launch Offer $1,169.99L60 Ultra PE — MSRP $1,099.99 | Launch Offer $879.99L60 Ultra FE — MSRP $999.99 | Launch Offer $749.99

For more information about the L60 Series, visit dreametech.com/pages/l60-series-robot-vacuum.

About Dreame Technology

Established in 2017, Dreame Technology is an innovative consumer product company focused on smart home cleaning appliances with the vision to empower lives through technology. Follow us on Facebook, Instagram, TikTok and Twitter. For more information, please visit https://www.dreametech.com/.

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