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HiLabs’ AI discovers incorrect physician data as an industry-wide pervasive problem

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BETHESDA, Md., July 18, 2024 /PRNewswire/ — Incorrect data in health plan physician directories is a pervasive problem, according to new research conducted by researchers at University of Colorado and HiLabs. The study, published in BMC Health Services Research, leverages HiLabs AI algorithms to compare data for >40% of US physicians across five large health plan directories.

Researchers found little variation across insurers in quality of information on physician addresses (72%-83% inaccurate), phone numbers (73%-84% inaccurate), or specialty (32-36% inaccurate). The level of inaccuracy was also noticeably high when comparing against the Medicare Provider Enrollment, Chain, and Ownership System (PECOS) database, which is widely regarded as the gold standard for provider data. States with more laws targeting this issue did not have better data quality.

Incorrect provider directory data can lead to delays in care, surprise billing, and challenges for consumers selecting health plans. The 2021 No Surprises Act contains requirements for insurers to keep their directories up to date. The REAL Health Providers Act, currently pending in the US Senate, proposes additional regulations for insurers to improve directory information, particularly for mental health providers. Notably, this new study found that physicians specializing in psychiatry or neurology had correct addresses only 28% of the time and correct phone numbers only 16% of the time, and no physician specialty had correct addresses or phone numbers >50% of the time.

“These results demonstrate that no insurer has solved the provider data problem,” said Dr. Neel Butala, Assistant Professor at University of Colorado and lead author of the study. “They also suggest that legislation targeting insurers to improve directory accuracy has not been successful and that creation of a singular national provider directory, as recently proposed by CMS, may prove challenging.”

“We are proud to collaborate with University of Colorado researchers to use our AI for this important study,” said Amit Garg, CEO of HiLabs. “At HiLabs, we have seen tremendous interest from health plans in using AI algorithms to uncover provider directory inaccuracies in recent years and have seen substantial improvements in directory accuracy as a result.”

For further information and to access the full study, please visit https://doi.org/10.1186/s12913-024-11269-5

About HiLabs

HiLabs is a leading provider of AI-powered solutions that clean dirty healthcare data. HiLabs is committed to transforming the healthcare industry through innovation, collaboration, and a relentless focus on improving patient outcomes. For more information, please visit hilabs.com or contact info@hilabs.com.

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Mastech Digital to Announce Second Quarter 2026 Financial Results; Participate in Upcoming Investor Conference

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PITTSBURGH, July 24, 2026 /PRNewswire/ — Mastech Digital, Inc. (NYSE American: MHH) (“Mastech Digital”), a leading provider of Digital Transformation IT Services, today announced the date for the release of its financial results for the second quarter ended June 30, 2026, and its participation in an upcoming investor conference.

Second Quarter 2026 Earnings:

Mastech Digital will report its financial results for the second quarter 2026 before the market opens on Thursday, August 6, 2026. Management will host a live conference call and webcast at 9:00 a.m. Eastern Time on that day to discuss the Company’s financial performance and operating results.  The conference call will be hosted by Nirav Patel, President and CEO, and Kannan Sugantharaman, Chief Financial and Operations Officer.

Those wishing to participate via webcast should access the call through Mastech Digital’s Investor Relations website at https://investors.mastechdigital.com. Those wishing to participate via telephone may dial in at 1-800-715-9871 (USA) or 1-646-307-1963 (International) with the passcode 7506988. The replay will be available via webcast through Mastech Digital’s Investor Relations website.

Upcoming Investor Conference:

Mr. Sugantharaman will host a fireside chat at the Sidoti Micro-Cap Investor Conference on Wednesday, August 19, 2026, at 9:15 a.m. Eastern Time.

Mastech Digital management is scheduled to host virtual one-on-one and small group meetings with investors during the conference on August 19-20, 2026. Investors interested in arranging a meeting should contact their Sidoti representative or reach out to the Mastech Digital investor relations team at investors@mastechdigital.com.

About Mastech Digital, Inc.

Mastech Digital (NYSE American: MHH) is a leading provider of Digital Transformation IT Services. The Company offers Data Management, Analytics & AI Solutions, and IT Staffing Services with a digital-first approach. A minority-owned enterprise, Mastech Digital is headquartered in Pittsburgh, PA, with offices across the U.S., Canada, Europe, and India. Visit us at www.mastechdigital.com.

Investor Relations Contact:
investors@mastechdigital.com 

 

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SOLAI Limited Announces Extraordinary General Meeting

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AKRON, Ohio, July 24, 2026 /PRNewswire/ — SOLAI Limited (NYSE: SLAI) (“SOLAI” or the “Company”) (previously known as “BIT Mining Limited”), a technology-driven personal AI and digital infrastructure provider, today announced that it will hold its extraordinary general meeting of shareholders at 428 South Seiberling Street, Akron, Ohio, US on August 14, 2026 at 10:00 a.m., New York time.

Holders of record of ordinary shares and preference shares of the Company at the close of business on July 20, 2026, New York time (the “Record Date”) are entitled to receive notice of, and to attend and vote at, the extraordinary general meeting or any adjournment thereof. Holders of the Company’s American Depositary Shares (“ADSs”) who wish to exercise their voting rights for the underlying ordinary shares must act through the depositary of the Company’s ADS program, Deutsche Bank Trust Company Americas.

The notice of the extraordinary general meeting, which sets forth the resolutions to be submitted to shareholder approval at the extraordinary general meeting is available on the Investor Relations section of the Company’s website at https://ir.solai.com

About SOLAI Limited

SOLAI Limited (previously known as “BIT Mining Limited”) (NYSE: SLAI) (previously traded under “BTCM”) is a technology-driven personal AI and digital infrastructure provider. Building upon its historical legacy in digital asset mining and blockchain network operations, the Company is leveraging extensive experience in large-scale hardware deployment, data center operations, and high-performance computing to build the foundational infrastructure for personal AI computing and digital asset ecosystems globally.

For more information:

SOLAI Limited
ir@solai.com
ir.solai.com
www.solai.com 

Christensen Advisory
Jason Ng
Tel: +852-2117-0861
Email: solai@christensencomms.com 

 

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/U P D A T E — TrendAI/

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This release has been updated to include new information provided by TrendAI. The complete, corrected release follows, with additional details at the end:

TrendAI™ Adopts Claude Opus 5 to Advance Vulnerability Prioritization and Virtual Patching

As a participant in Anthropic’s Cyber Verification Program, TrendAI applies frontier reasoning to convert vulnerability intelligence into faster protection across hybrid environments

DALLAS, July 24, 2026 /PRNewswire/ — TrendAI™, the enterprise AI security leader from Trend Micro Incorporated (TYO: 4704; TSE: 4704), today announced it is adopting Claude Opus 5, Anthropic’s latest and most capable Opus model, to help security teams convert vulnerability intelligence into immediate protection, from prioritization to virtual patching. The move builds on TrendAI’s collaboration with Anthropic on Claude Opus 4.8, extending the same defensive focus to a model that delivers step-change gains in advanced reasoning, agentic workflows, and long-horizon analysis. As AI makes finding vulnerabilities easier than ever, the harder problem becomes protecting organizations faster than software can be permanently patched, and that is where TrendAI is putting Opus 5 to work.

As a participant in Anthropic’s Cyber Verification Program, which credentials organizations for the defensive use of frontier AI models, TrendAI is positioned to apply Claude Opus 5 to defensive security as access becomes available. The model is Zero Data Retention compatible, supporting TrendAI’s governance and data-protection requirements as it scales AI across security operations.

The work extends to TrendAI Threat Research, where frontier AI models are combined with our proprietary frontier intelligence engine and human expertise to generate pre-disclosure intelligence. Those insights power TrendAI Vision One™, delivering stronger detection, deeper forensic insights, and proactive protection through virtual patching.

Rachel Jin, Chief Platform and Business Officer, Head of TrendAI™:
“With Claude Opus 5, TrendAI can move from vulnerability intelligence to action faster than ever, prioritizing what matters most by exploitability and business impact. Finding the vulnerability was always the hard part. Now the challenge is protecting organizations faster than software can be permanently patched, and frontier reasoning is what changes that equation, extending all the way to virtual patching that protects customers before a vendor fix ships. This is what it means to secure the AI age, fearlessly.”

These capabilities support TrendAI Vision One™ in helping security analysts, AppSec teams, and SOC teams prioritize exposure, map attack paths, and accelerate mitigation, including virtual patching, across hybrid environments, moving vulnerability management from a static scanning process into a faster, context-aware risk mitigation workflow.

About TrendAI™
TrendAI™, the global AI security leader and enterprise business unit of Trend Micro, empowers organizations with full AI visibility and consolidated security that inspires confidence, drives innovation, and eliminates risk. Trusted by the largest enterprises and governments across 185 countries, TrendAI™ secures the entire organization, from identities, to infrastructure, to data. Global Fortune 500 companies rely on TrendAI™ to cut risk and stop threats up to three months earlier, powered by world-leading threat and attack intelligence. Through deep ecosystem partnerships with market leaders like NVIDIA, Anthropic, AWS, Google, and Microsoft, TrendAI™ empowers your organization to securely drive forward at the speed of AI. AI Fearlessly. Learn more: trendaisecurity.com

About Anthropic
Anthropic is an AI safety and research company dedicated to building reliable, interpretable, and steerable AI systems. Its Claude family of models, including Claude Opus 5, enables advanced capabilities across a wide range of applications, including code understanding and security analysis.

Update: The latest version of this release includes additional statements from TrendAI related to the original announcement.

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