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TAG/ANA/ Fiducia Analysis Quantifies Level of “AI Slop” in Digital Advertising Supply Chain for First Time

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Part of ANA Programmatic Transparency Benchmark Initiative, Analysis Finds AI Slop Accounts for 1.3%-2.4% of Open Web Programmatic Spend, Comparable to MFA

WASHINGTON, July 28, 2026 /PRNewswire/ — The Trustworthy Accountability Group (TAG/TAG TrustNet), the leading global initiative dedicated to fighting criminal activity and increasing trust in digital advertising, jointly with the Association of National Advertisers (ANA), and technology partner Fiducia today released the first statistically rigorous analysis of the level of “AI Slop” in programmatic media. The analysis found that AI Slop accounts for between 1.3% and 2.4% of Open Web programmatic spend, on par with the industry’s 1.1% Made-for-Advertising (MFA) level. The analysis was conducted as part of the Q1 2026 ANA Programmatic Transparency Benchmark, a joint initiative of TAG TrustNet, Fiducia, and ANA.

Surprisingly, the analysis found that AI Slop outperformed clean inventory on conventional quality metrics, as AI Slop had an invalid traffic (IVT) rate of just 0.05% versus 0.32% for clean supply, it had higher viewability (77.2% versus 74.9%), and, after measurability was factored in, it graded as premium more than 70% of the time. Due to those high scores, AI Slop also commanded higher prices with a TrueCPM of $7.08 versus $6.15 for clean inventory.

“Definitions identify challenges, and data drives improvement,” said Mike Zaneis, CEO of TAG. “By defining and quantifying AI Slop for the first time, this analysis gives ad buyers a vital data framework to evaluate and improve their operations and results. TAG and its members have successfully used this same approach to address other endemic supply chain challenges like fraud and MFA, and this analysis serves as a vital first step in tackling AI Slop.”

Through engagement with supply chain quality vendors, the analysis helped establish an emerging consensus definition of “AI Slop” as low-value, mass-produced content generated primarily by AI for monetization with little or no human input, originality, or audience value.

The analysis noted that AI Slop has no demonstrable human fingerprint, and it fails to meet a premium content experience threshold. Vendors interviewed for the analysis described AI Slopt as “zero originality,” “semantic shallowness,” and “content that cannot demonstrate what the human author contributed.”

Importantly, the defining characteristic for AI Slop was content quality, not the use of AI in content creation. Among the categories of content created with AI assistance that were not considered AI Slop are: AI-generated data summaries (like box scores or earnings recaps), AI-supported editorial content for which a human provides edits and original perspective, high-quality AI-native products (such as Character.AI), transparent AI content aggregators, and AI-enabled tools (like graphic design tools or organizers). No vendor defined AI Slop as simply being “AI-generated content.”

Additional findings from the analysis included:

Exposure to AI Slop is not uniform. – Across advertisers in the same dataset, AI Slop ranged from 0.11% to 13.84% of spend, with higher concentrations in long-tail inventory and certain exchange environments.

Social media platforms are on the front lines. – Social media platforms are the primary and most rapidly growing AI Slop environment. While platforms are putting AI Slop policies and identification procedures in place, much work remains to be done, as one vendor estimated 25 to 40 percent of social video inventory is misaligned, with AI Slop a large and growing share.

AI Slop is driven by templated domains. – The analysis found AI Slop could be identified through a 30.0% templated-site rate, which was 25 times the 1.2% rate of clean inventory. High viewability and low IVT rates on such template-driven domains offered a red flag for buyers about potential AI Slop. Known publishers, on the other hand, showed effectively zero AI Slop.

AI Slop is overwhelmingly a long-tail phenomenon. – Roughly 1 in 27 impressions (3.7%) on unknown domains was classified as slop. Large, established exchanges ran single-digit rates, while smaller and native-format exchanges reached 4% to 8%.

AI Slop follows classic “content farm” models – Across 11,552 “AI Slop” domains, the analysis found a predictable pattern of topics: parenting, travel, recipes, hairstyles, personal finance, and how-to content. Common types of content included fabricated viral stories, revenge fables, and engagement bait built on AI-generated imagery which were mass produced across near-identical domain templates and clone networks.

Significant overlap exists between AI Slop and MFA content – Not surprisingly, given the structural similarities, the analysis found that a substantial 88% of AI Slop inventory also identified as MFA. The remaining 12% of AI Slop falls outside existing frameworks, escapes current tools, and costs more per verified impression than clean supply.

The analysis also offered recommendations to advertisers and agencies on the best ways to address AI Slop in their supply chains, including a review of IVT and viewability metrics with verification partners to determine whether they distinguish AI-generated content from AI Slop in a nuanced and accurate manner. Other recommendations included evaluating the risk of using smaller and native-format exchanges, given their higher rate of AI Slop, and examining their use of suppression lists and other tools to minimize long-tail risk from AI Slop.

For publishers and content producers, the analysis recommended broad transparency, responsible AI use, and independent validation of practices through independent certification, such as the AAM Ethical AI Certification. 

The TAG/ANA/Fiducia AI Slop analysis was conducted and drafted by Scott Cunningham of Cunningham.tech Consulting. The full analysis can be found at https://www.tagtoday.net/insights/ai-slop-industry-briefing-q1-2026

Methodology

The AI Slop analysis is part of the ANA Programmatic Transparency Benchmark initiative, and offers the first statistically rigorous sizing of AI Slop in programmatic spend. The analysis used two complementary methodologies – domain-level classification from DeepSee and rendered page-level evaluation from Mobian – across the same underlying programmatic dataset to identify AI Slop. The analysis included domain level classification across $33.97 million in matched Open Web spend and rendered page level evaluation across 233 million URLs, 4.45 billion impressions, and $14.84 million in measured spend, with 30,000 plus page level evaluations and human verification of flags.

Two complementary methodologies produce consistent findings that AI Slop accounts for between 1.3% and 2.4% of measured Open Web programmatic spend. The lower bound of 1.3% comes from rendered page level evaluation with human verification of flags, carrying a 99% confidence interval of 0.98% to 1.56%. The upper bound of 2.4% comes from domain level classification across the matched population.

Data for the analysis was processed, aggregated and anonymized by Fiducia over its data intelligence platform as part of the Q1 2026 ANA Programmatic Transparency Benchmark, using the Benchmark methodology (https://www.fiducia.eco/methodology).

About TAG (Trustworthy Accountability Group)

TAG is the leading global initiative dedicated to fighting criminal activity and increasing trust in digital advertising. TAG works toward these goals by setting industry standards, sharing threat intelligence, and fostering cross-industry dialogue to spur collaboration and innovation. TAG Certification Programs raise the bar on industry efforts to reduce fraudulent traffic, strengthen brand safety, increase transparency, and share information on new and emerging threats.

About TAG TrustNet 

Launched by TAG (Trustworthy Accountability Group) in partnership with technology partner Fiducia, TAG TrustNet is the always-on industry utility for connecting and matching impression log-level data (LLD) at scale. As a global cross-industry initiative, TAG TrustNet automates the reconciliation of impression-level data across the supply chain and generates a unified record for every single ad impression, made available in near real time.

About the ANA

The Association of National Advertisers (ANA) is the definitive voice of the marketing industry. Since 1910, we have set and advanced the agenda for marketing transformation, connecting over 1,600 member companies to an influential global network, insights and resources that drive growth. Our members represent 20,000 brands and $400 billion in annual marketing investment. Through industry-leading research, the CMO Growth Council, and our proprietary Growth Agenda and Practices, the ANA empowers marketers to shape the future of marketing and create lasting impact for their organizations and the industry.

Media Contact
Andrew Weinstein
202-667-4967
419686@email4pr.com

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SOURCE Trustworthy Accountability Group

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Japan’s first DJI and Hasselblad Dual-Concept Flagship Store: “DJI | Hasselblad Authorized Concept Store Tokyo Omotesando” to Grand Open in Late October 2026!

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Offering an unprecedented creative experience with hands-on latest drones and medium-format cameras, an indoor drone flight cage, and 1-on-1 support from multilingual dedicated specialists

TOKYO, Oct. 22, 2026 /PRNewswire/ — DJI, the global leader in innovative aerial and imaging technology, will announce that SEKIDO Co., Ltd., an authorized domestic distributor, will hold the grand opening of the “DJI | Hasselblad Authorized Concept Store Tokyo Omotesando” in the Omotesando area of Tokyo on Saturday, October 31, 2026. This dual-concept store allows visitors to experience the combined worlds of DJI and Hasselblad, the Swedish premium camera brand boasting over 180 years of history as the pinnacle of medium-format photography.

The store consists of two floors, the first and second floors above ground, bringing together the world’s finest imaging technologies, from DJI’s latest drones, handheld gimbals, and action cameras to Hasselblad’s flagship medium-format digital camera systems. The store features a permanent indoor “Drone Flight Cage” for actual flight and operational experiences. It also offers 1-on-1 personalized consulting by expert staff and a multilingual support system (Japanese, English, and Chinese), strongly backing the expressive activities of all creators from Japan and abroad.

Background and Aim of Opening: A Permanent Flagship Hub to Meet the Growing Demand for “Real-World Experience and Expert Consultation”

The use of DJI products has been rapidly expanding in the Japanese market across a wide range of fields, including aerial photography, film and commercial production, still photography, and even industrial applications such as surveying and infrastructure inspection.

In recent years, while the demand for high-performance imaging equipment for creators has further increased, many customers have voiced their desire for real-world experiential value, stating, “I want to check the actual operational feel, image quality, and holding grip before purchasing,” and “I want to consult professionals to select the optimal equipment for my specific production needs and shooting environments.” For highly advanced equipment like drones in particular, it is extremely crucial to verify the intuitive operability and shooting sensation, which are difficult to convey solely through spec sheets and online information.

In response to these changing market dynamics, we decided to open a store in “Tokyo Omotesando,” an epicenter of trends and culture. This permanent flagship hub integrates “product experience,” “expert consulting,” and “experiencing the brand’s world view,” which cannot be fully covered by online sales and short-term events alone. We aim to create an open creative community space for all visual expressers, from highly sensitive top creators domestically and internationally to entry-level enthusiasts aspiring to begin serious content creation.

4 Key Highlights of “DJI Hasselblad Authorized Concept Store Tokyo Omotesando”

1. [Brand Convergence] A Dual-Concept Store to Experience the Worlds of DJI and Hasselblad

“DJI,” which develops innovative imaging technologies, and “Hasselblad,” which continues to support photographic expression as a historic medium-format camera brand. This is a new, dual-concept official store where the craftsmanship and cutting-edge technology of both brands intersect in a single space. From still images to motion pictures, and from the ground to the sky, we offer an equipment lineup that supports diverse creative activities.

2. [Real Experience] Indoor Drone Flight Cage & Product Touch & Try

On the 1st floor, a dedicated “Drone Flight Cage” is permanently installed, allowing visitors to safely fly and pilot drones. Without worrying about weather conditions or restricted flight areas, you can directly experience the hovering stability, camera operation, and control responsiveness of the latest drones on the spot. In addition, handheld cameras and gimbals such as the Osmo series led by the latest Osmo 360 II and Osmo Pocket 4P, as well as the Hasselblad medium-format cameras on the 2nd floor, are all displayed fully powered on, allowing you to freely pick them up and experience shooting.

3. [Expert Consultation] 1-on-1 Personalized Support System by Dedicated Specialists

Expert staff who are thoroughly familiar with product knowledge and on-site shooting know-how are permanently stationed at the store. We propose the optimal equipment configuration and peripheral accessories tailored to each customer’s shooting style, application, and business implementation goals. From comparing products to lectures on initial setup and consultation after introduction, we politely address all questions before and after purchase on a 1-on-1 basis.

4. [Global] Trilingual Support (Japanese, English, Chinese) to Fully Accommodate Inbound Demand

Tailored to the internationally diverse location of Omotesando, not only Japanese but also English and Chinese communication will be supported at the store. We have established a hospitable environment where international tourists and overseas business visitors can experience, purchase, and process tax exemptions for high-end equipment with peace of mind, without feeling any language barriers.

Floor Guide and Overview of Each Area

Each of the two floors offers independent themes and experiential value.

Floor

Main Exhibits and Services

1F
DJI Area

[DJI Touch & Try, Sales, and Flight Cage]
Latest aerial drones (Mavic series, Air series, Mini series, etc.)
Handheld gimbals and action cameras (Osmo Pocket, Osmo 360, Osmo Action, etc.)
Indoor drone flight cage (Actual piloting experience)
Product consultation by dedicated staff

2F
Hasselblad Area

[Hasselblad Touch & Try, Sales, and Gallery]
Medium-format mirrorless digital cameras (X2D II 100C, 907X series, etc.) and XCD lenses
Hasselblad art gallery (Exhibiting the overwhelming gradation and details captured by medium-format cameras)
Premium lounge and consulting booths for in-depth discussions in a relaxed atmosphere

Future Outlook: Regular Events and Workshops to Foster a Creator Community

This store will play a role not merely as an equipment sales hub, but as a communication hub where creators can connect, learn, and collaborate.

Following the grand opening, we plan to regularly host shooting workshops led by front-line professional photographers and video creators, drone flight experience seminars, and advance hands-on preview events for new products. Through the enthusiasm and learning opportunities unique to a physical store, we will contribute to the advancement of Japan’s creative culture.

Store Overview

Item

Store Basic Information

Store Name (Japanese)

DJI | Hasselblad Authorized Concept Store 東京表参道

Store Name (English)

DJI | Hasselblad Authorized Concept Store Tokyo Omotesando

Scheduled Opening Date & Time

Saturday, October 31, 2026 (Grand Opening)

Location

1F & 2F, La Porte Aoyama, 5-51-8 Jingumae, Shibuya-ku, Tokyo 150-0001

Access

4-minute walk from Exit B2 of Omotesando Station on the Tokyo Metro Ginza, Chiyoda,
and Hanzomon Lines

Business Hours / Holidays

11:00 – 20:00 (Planned) / Irregular holidays

Phone Number

03-6803-8400

Official Instagram

https://www.instagram.com/djihasselblad_tokyo_omotesando/

For details regarding the opening day and related campaigns, please check the store’s official Instagram or DJI’s official social media accounts.
We sincerely look forward to welcoming you to our store.

*Please note that all store images featured in this press release are computer-generated (CG) conceptual renderings. The actual design, layout, and specifications are subject to change without prior notice.

About DJI
Since its founding in 2006, DJI has pioneered the civilian drone industry, driving innovation while empowering individuals to take flight for the first time, turning imagination into reality, and continuously revolutionizing professional video production. Today, DJI strives every day with the goal of promoting human advancement and building a better world. With a solution-oriented mindset and genuine curiosity, DJI has expanded its business into fields such as renewable energy, agriculture, public safety, surveying and mapping, and infrastructure inspection. In each of these areas, DJI products create new value and bring unprecedented, fundamental changes to the lives of people around the world.

www.dji.com/jp  |  facebook.com/dji.jp  |  twitter.com/djijapan  |  youtube.com/DJIJapan  |  instagram.com/dji_japan  |  www.linkedin.com/company/dji

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SOURCE DJI JAPAN

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Shareholder Proposal Support Nudges Up as Proposal Volume Falls, Broadridge ProxyPulse™ Report Finds

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2026 proxy season sees a sharp decline in environmental and social proposals, a 10-year high in say-on-pay support and expanded opportunities for investor participation

NEW YORK, Oct. 22, 2026 /PRNewswire/ — Shareholder support for proposals increased in the 2026 proxy season even as the number of proposals continued to decline, according to the latest ProxyPulse™ report from global Fintech leader Broadridge (NYSE: BR).  Average support for shareholder proposals rose to 27.9% from 24.3% in 2025 with increases in both retail and institutional investor segments.

“The number of environmental and social proposals that were voted on declined by 47% between the 2025 and 2026 proxy seasons,” said Chuck Callan, Senior Vice President of Regulatory Affairs at Broadridge. “At the same time, shareholder support for proposals on disclosing political spending, at 42% on average, rose to a new high. Backing for directors and say-on-pay remained strong, with say-on-pay support hitting a 10-year high.”

Retail Investors Vote More Shares as Participation Options Expand

Retail investors owned 6 billion more shares this season than last and voted 2 billion more of the shares they own. The report also highlights the continued expansion of “voting choice” and digital governance capabilities to expand the options that shareholders have to make their voices heard. More than 900 funds offered pass-through voting in the 12 months ended June 30, 2026, up from approximately 400 a year earlier, with more than 400,000 shareholders enrolled. Companies held a record 2,542 virtual shareholder meetings between July 2025 and June 2026, including more than 200 first-time adopters.

About ProxyPulse™

The 2026 Broadridge ProxyPulse report examines ownership and voting trends across the past five proxy seasons and explores developments shaping corporate governance, including standing voting instructions, voting choice and support for tokenized equities.

ProxyPulse™ is based on Broadridge’s processing of shares held in street name at the 1,000+ broker-dealers and custodian banks it services. Accounts are classified as either “retail” or “institutional” based on the delivery channels and voting platforms they utilize. All data is reported in the aggregate. Comparative information covers annual meetings between January 1 and June 30 in each of the past five years.

About Broadridge

Broadridge (NYSE: BR) is a global technology leader with trusted expertise and transformative technology, helping clients and the financial services industry operate, innovate, and grow. We power investing, governance, and communications for our clients – driving operational resiliency, elevating business performance, and transforming investor experiences.

Broadridge’s technology and operations platforms process and generate over 8 billion communications annually and underpin the daily average trading of over $18 trillion in tokenized and traditional securities globally. A certified Great Place to Work®, Broadridge is part of the S&P 500® Index, employing approximately 16,000 associates in 28 countries. For more information about us, please visit www.broadridge.com.

Broadridge Contacts:

Investors: broadridgeir@broadridge.com

Media: Gregg.Rosenberg@broadridge.com

 

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SOURCE Broadridge Financial Solutions, Inc.

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UMC and AP Memory Collaborate to Enable Advanced Power Delivery Solutions for AI and HPC Systems

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HSINCHU, Oct. 22, 2026 /PRNewswire/ — United Microelectronics Corporation (NYSE: UMC; TWSE: 2303) (“UMC”) and AP Memory (TWSE: 6531) today announced a technology and manufacturing collaboration to advance power delivery solutions for AI and high-performance computing (HPC) systems. This partnership combines UMC’s deep trench capacitor (DTC) foundry technology and scalable wafer manufacturing with AP Memory’s silicon capacitor designs and system-level integration to address the power efficiency challenges of next-generation data centers.

Rapid scaling of AI workloads is placing unprecedented demands on power delivery within computing systems, driving an architecture shift in data center design from placing power stabilization components on the circuit board to embedding capacitors directly in the interposer or substrate. This innovative approach shortens the power delivery path, improves power integrity, and supports more efficient voltage regulation within advanced packages.

The collaboration reached a significant milestone in the third quarter of 2026, with AP Memory’s S-SiCap™ Gen2D discrete silicon capacitor designs completing tape-out and initial functional validation. The next step is to proceed to comprehensive system-level performance and reliability testing of capacitors in substrate packages, targeting support for a range of capacitance and operating voltage requirements. UMC and AP Memory are also exploring opportunities to extend the collaboration to other product lines including capacitor-embedded interposers and landside capacitors to address diverse system designs.

GC Hung, Senior Vice President of UMC, said: “The growth of AI and HPC is driving a fundamental shift in power delivery – from board-level towards increasingly vertical power integration on the chip-level. UMC is offering robust power delivery solutions, including our DTC technology, which enables high-density capacitance to be placed closer to the computing die for more stable power delivery. By partnering with AP Memory, we are helping to bring scalable solutions to the market to solve the critical power bottleneck challenges as AI infrastructure continues to evolve.”

Ivan Hong, President of AP Memory, said: “The successful tape-out and initial wafer validation of our customized S-SiCap™ products using DTC technology represents an important milestone in demonstrating the flexibility and manufacturability of AP Memory’s S-SiCap™ design. By working with UMC, we are providing our customers a total solution, from product design to wafer manufacturing.”

UMC’s power delivery solutions roadmap covers both discrete and embedded silicon capacitors that can be applied to different system architectures, and extends to active components such as internal voltage regulators. UMC is also leveraging its advanced packaging capabilities to enable higher-density integration of power components to meet the higher voltage and capacitance requirements of next-generation data centers. In parallel, UMC is further investing in new manufacturing capacity to support both power delivery and heterogeneous integration solutions.

About UMC

UMC (NYSE: UMC, TWSE: 2303) is a leading global semiconductor foundry company. The company provides high-quality IC fabrication services, focusing on logic and various specialty technologies to serve all major sectors of the electronics industry. UMC’s comprehensive IC processing technologies and manufacturing solutions include Logic/Mixed-Signal, embedded High-Voltage, embedded Non-Volatile-Memory, RFSOI, BCD etc. Most of UMC’s 12-in and 8-in fabs with its core R&D are located in Taiwan, with additional ones throughout Asia. UMC has a total of 12 fabs in production with combined capacity of more than 400,000 wafers per month (12-in equivalent), and all of them are certified with IATF 16949 automotive quality standard. UMC is headquartered in Hsinchu, Taiwan, plus local offices in United States, Europe, China, Japan, Korea & Singapore, with a worldwide total of 20,000 employees. For more information, please visit: http://www.umc.com.

Note from UMC Concerning Forward-Looking Statements

Some of the statements in the foregoing announcement are forward-looking within the meaning of the U.S. Federal Securities laws, including statements about introduction of new services and technologies, future outsourcing, competition, wafer capacity, business relationships and market conditions. Investors are cautioned that actual events and results could differ materially from these statements as a result of a variety of factors, including conditions in the overall semiconductor market and economy; acceptance and demand for products from UMC; and technological and development risks. Further information regarding these and other risks is included in UMC’s filings with the U.S. Securities and Exchange Commission. UMC does not undertake any obligation to update any forward-looking statement as a result of new information, future events or otherwise, except as required under applicable law.

About AP Memory

AP Memory (TWSE: 6531) is a global fabless design semiconductor company specializing in customized memory design and IP solutions. Products include IoT memory (IoTRAM™), AI memory solutions (VHM™), and silicon capacitors (S-SiCap™). With strong R&D capabilities, AP Memory is committed to providing high performance, low-power and innovative customized products and solutions for applications such as mobile communication, wearable, IoT, high-end mobile application, high-performance computing, and edge computing.

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SOURCE United Microelectronics Corporation; AP Memory Technology Corp.

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