Connect with us

Technology

Infrastructure AI Launches Agentic Hub™ 1.0

Published

on

Establishing the Global Standard for Autonomous Infrastructure Architecture

New architecture unites LLM-based and neural-network agents inside secure Agentic Containers, transforming physical assets into living, learning and increasingly autonomous systems

SOMERSET, N.J., July 21, 2026 /PRNewswire/ — Infrastructure AI today announced the launch of Agentic Hub™ 1.0, a new platform for persistent resident intelligence designed to operate permanently within buildings, factories, utilities, transportation systems, airports, hospitals, campuses, and cities—continuously learning, reasoning, collaborating, and evolving throughout the lifecycle of physical assets.

Conventional AI agents that execute simple tasks and predefined workflows are just digital workers. Agentic Hub enables digital residents that provide persistent intelligence. Traditional infrastructure is managed. Intelligent infrastructure becomes increasingly self-managing.

Agentic Hub™ 1.0 enables intelligent agents to maintain persistent identity, memory, contextual awareness, domain expertise, operational history, digital-twin intelligence, and governance controls, allowing infrastructure to progressively accumulate knowledge and operational wisdom.

At the foundation of Agentic Hub™ 1.0 is the coexistence of large language model-based and neural network-based agents within a unified, secure, containerized environment deployed directly at the edge.

The Neural Network Agent serves as the sensing and machine-intelligence layer—detecting anomalies, recognizing patterns, interpreting signals, forecasting equipment behavior, performing diagnostics, and optimizing operations. The LLM Agent provides reasoning and orchestration—interpreting events, consulting digital twins and operational history, coordinating workflows, enforcing governance policies, and making intelligent decisions.

Together, these complementary intelligence systems operate within secure Agentic Containers hosted inside Infrastructure AI’s Intelligence Interface Module™, creating a persistent resident intelligence environment where prediction, reasoning, memory, planning, and autonomous action coexist close to the physical systems being managed.

This architecture transforms the Intelligence Interface Module from a conventional edge computing device into what Infrastructure AI describes as a Living Infrastructure Device™—a permanent computational habitat where intelligent agents can continuously observe, learn, reason, and evolve alongside the physical assets they serve. The resident intelligence architecture integrates infrastructure memory, context awareness, operational intelligence, decision engines, digital twins, and continuous learning capabilities.

Agentic Hub™ 1.0 is designed to evolve across eight dimensions of intelligence: operational intelligence, infrastructure memory, domain expertise, digital-twin intelligence, autonomous decision-making, swarm collaboration, governance and compliance, and self-evolution. Unlike conventional agents that repeatedly execute tasks, the persistent intelligence environment enabled by Agentic Hub continuously expands its intelligence through experience and interaction.

“We have reached a pivotal moment in the evolution of autonomous infrastructure,” said Dilip Rahulan, Co-Founder and Executive Chairman of Infrastructure AI. “The coexistence of LLM-based reasoning agents and Neural Network-based intelligence within secure agentic containers creates an entirely new architectural paradigm. Prediction and anomaly detection can now operate alongside reasoning, planning, digital twins, orchestration, and governance directly at the infrastructure edge.”

“Most importantly, autonomous infrastructure must be built on trust. If agents are going to operate buildings, utilities, factories, airports, hospitals, and cities, the infrastructure fraternity must have confidence in their identity, authority, security, discipline, and accountability. Our ambition is to help establish the global standards and trust architecture required for autonomous intelligence to safely inhabit the physical world.”

Within Agentic Hub™ 1.0, every resident intelligence entity is envisioned with persistent identity, an Agent Passport, defined permissions, governance policies, and auditable operational records. Infrastructure AI’s architecture integrates the Infrastructure Blockchain™, Agent Governance Framework™, Digital Twins, and Infrastructure Swarm Intelligence™ to create a foundation for trusted collaboration among potentially millions—and ultimately billions—of resident intelligence entities.

“The strategic significance of Agentic Hub lies in persistence,” said Glen Allmendinger, Co-Founder of Infrastructure AI. “Traditional software creates value when it is used. Persistent infrastructure intelligence creates increasing value because it remembers, learns, and accumulates context over time. As these intelligence entities collaborate across assets and infrastructure domains, the potential emerges for powerful network effects and an entirely new Intelligence Economy for the physical world.”

Infrastructure AI believes the transition from traditional AI agents to persistent intelligence environments such as Agentic Hub™ 1.0 could ultimately represent a technological shift comparable to the evolution from standalone personal computing to cloud computing. The difference is fundamental: traditional agents visit systems; persistent intelligence inhabits them. Traditional agents complete workflows; Agentic Hub enables intelligence to persist across the lifecycle of physical assets, accumulating context, memory, and operational wisdom.

The company’s long-term vision extends from individual Agentic Hub deployments to a global Infrastructure Intelligence Society, where resident intelligence entities collaborate across buildings, utilities, transportation networks, and cities through shared knowledge, digital twins, blockchain-based identity and governance, and swarm intelligence.

Infrastructure AI calls the resulting global ecosystem the Intelligence Economy—a future in which every physical asset can become a living, learning, and increasingly autonomous participant in a globally connected infrastructure ecosystem.

Agentic Hub™ 1.0 — Persistent. Intelligent. Evolving.

Transforming every asset into a living, learning, autonomous participant in the global infrastructure ecosystem.

www.infrastructureai.org

View original content to download multimedia:https://www.prnewswire.com/news-releases/infrastructure-ai-launches-agentic-hub-1-0–302830167.html

SOURCE Infrastructure AI

Continue Reading

Technology

Pavlov Media Employees Give Back Through Nationwide Day of Service, Contributing More Than 500 Volunteer Hours

Published

on

By

More than 100 team members supported local nonprofits, community organizations, and environmental initiatives across the United States.

CHAMPAIGN, Ill., Nov. 6, 2026 /PRNewswire/ — Pavlov Media, a leading provider of fiber-optic Internet and managed Wi-Fi solutions, recently brought employees together for a company-wide Day of Service, contributing more than 500 hours of volunteer work to communities across the United States. The event builds on the company’s ongoing commitment to giving back through Pavlov Cares, its community outreach and philanthropic program.

More than 100 Pavlov Media employees participated in the initiative, dedicating their time to supporting local nonprofits, environmental conservation efforts, food assistance programs, and other community-focused organizations.

The Day of Service brought employees together around a shared commitment to making a meaningful difference in the communities where they live and work. From supporting food banks and animal rescue organizations to maintaining public spaces and assisting local nonprofits, team members stepped away from their daily responsibilities to give back.

“At Pavlov Media, our commitment to the communities we serve extends beyond providing Internet,” says Cory Douglas, CEO of Pavlov Media. “Through our Pavlov Cares program, we support organizations that strengthen the places where we live and work. Seeing more than 100 employees come together for this initiative is a reflection of the people who make up our organization.”

Making an Impact Across Communities

Employees volunteered with a variety of organizations and community initiatives, including:

Salt & Light (Champaign/Urbana, IL): Supporting community assistance programs in Central Illinois.Eastern Illinois Foodbank (Urbana, IL): Contributing to efforts addressing food insecurity.Champaign Public Library (Champaign, IL): Supporting a valuable community resource.Champaign County Forest Preserve District (Champaign County, IL): Assisting with invasive plant removal and botanical garden maintenance.Moore’s Rescue Ranch/Kitty Crib (Urbana, IL): Supporting local animal rescue and care efforts.Aikman Wildlife Adventure (Arcola, IL): Enhancing visitor spaces through grounds maintenance and revitalizing the indoor play area.Atlanta Food Bank (Atlanta, GA): Supporting efforts to address food insecurity in Georgia.GRACE Marketplace (Gainesville, FL): Supporting programs assisting individuals experiencing homelessness.Corinth Park District (Corinth, TX): Helping maintain community parks and recreational spaces. 

Connecting Through Community Service

Pavlov Media’s Day of Service provided employees with an opportunity to collaborate outside the workplace while supporting organizations that make a difference in their communities.

With more than 500 hours of service contributed nationwide, the initiative reflects the collective impact employees can make when they come together for a shared purpose.

Through our Pavlov Cares program, Pavlov Media continues to support local and national organizations dedicated to strengthening communities and improving lives. The company’s Day of Service reflects this ongoing commitment, bringing employees together to make a meaningful difference beyond their everyday work.

Learn more about Pavlov Cares at www.pavlovmedia.com/pavlov-cares/.

About Pavlov Media

Pavlov Media is a provider of fiber-optic Internet and managed Wi-Fi solutions serving residential communities, multifamily properties, student housing, and businesses across the United States. With a focus on connectivity, innovation, and customer experience, Pavlov Media delivers Internet solutions designed to meet the evolving needs of the communities it serves.

Learn more at https://mdu.pavlovmedia.com/

View original content to download multimedia:https://www.prnewswire.com/news-releases/pavlov-media-employees-give-back-through-nationwide-day-of-service-contributing-more-than-500-volunteer-hours-302930898.html

SOURCE Pavlov Media

Continue Reading

Technology

Urban Outfitters Invites Everyone to the Party with “All Together Now: More the Merrier” Holiday Campaign

Published

on

By

Rooted in Gen Z insights, UO celebrates the season with the most coveted gifts, festive fashion, and community experiences, kicking off with a holiday celebration in partnership with DoorDash.

PHILADELPHIA, Nov. 6, 2026 /PRNewswire/ — Urban Outfitters is inviting everyone to the party this holiday season with the launch of “All Together Now: More the Merrier,” an omnichannel campaign that taps into the personal style and shared experiences that make the season special. Building on the brand’s All Together Now platform, the campaign celebrates the joy of coming together and captures the excitement of the season, from getting ready and finding the perfect outfit to showing up and celebrating with friends.

At the heart of the campaign is UO’s understanding of how Gen Z lives, shops, and celebrates. Insights from UO Insiders, the brand’s community of more than 10,000 Gen Z shoppers, students, and influencers, reveal that 85% of Gen Z shoppers self-gift during the holidays—purchasing an average of seven to eight items for themselves. Alongside self-gifting, 78% of Gen Z prefer to shop with someone else, underscoring this generation’s focus on community and togetherness.

“At Urban Outfitters, everything starts with understanding our customer,” said Shea Jensen, President of Urban Outfitters. “More the Merrier brings together the products, brands, and experiences they love, with new ways to discover and make the holiday season even more memorable.”

The campaign kicked off with an exclusive launch party in Los Angeles on November 5, reuniting members of UO’s always-on community, including Meet Me@UO Joshua Tree attendees, All Together Now commercial cast members, and Game Day student ambassadors. Designed for connection, creativity, and community, the evening featured seasonal activations, including white elephant, customization stations, and a surprise UO Live performance by Grammy-nominated artist DESTIN CONRAD. The party was brought to life in partnership with DoorDash, building on the UO’s strategy to make last-minute gifting and getting-ready essentials more accessible through on-demand delivery.

Extending the celebration beyond Los Angeles, UO brings the ultimate holiday house party to life across its digital channels and stores through doorbell-inspired creative, festive editorial imagery and specialized gift shops. Content from the campaign’s editorial shoot extends the house party atmosphere across social and digital channels, with select video content featured on connected TV (CTV) platforms, including Hulu, Disney+, ESPN+ and Peacock.

The in-store and online UO Holiday Gift Shop features a curated assortment of exclusive collections and seasonal must-haves across apparel, footwear, beauty, and home. New Analog Gifting, Scent Shop, and Cozy Shop destinations bring the season’s most coveted gifts to life, curated around Gen Z’s evolving shopping habits and interests.

With giving at the heart of the season, UO is continuing to put community first through its three-month Giving Season initiative, running November to January. Alongside ongoing brand donations, customers can make contributions at checkout to support six of UO’s longstanding nonprofit partners: Altadena Girls, Active Minds, Creatives Want Change, Glisten, Rock to the Future, and Asian Arts Initiative.

For more information, visit urbanoutfitters.com.

About Urban Outfitters
Urban Outfitters is a global lifestyle brand dedicated to fueling the next generation’s individuality through a unique blend of product, creativity, music, and youth culture. Founded in 1970 in a small space across from the University of Pennsylvania, Urban Outfitters now operates over 200 stores across the United States, Canada, and Europe, alongside a dynamic digital presence. Empowering bold self-expression, Urban Outfitters leads with its distinctive designs and curated selection of women’s, men’s, accessories, and home products, and best-in-class brand partnerships. For more information, visit Urban Outfitters at www.urbanoutfitters.com.

View original content to download multimedia:https://www.prnewswire.com/news-releases/urban-outfitters-invites-everyone-to-the-party-with-all-together-now-more-the-merrier-holiday-campaign-302931715.html

SOURCE Urban Outfitters

Continue Reading

Technology

ExpertCrowd and HUD Collaborate to Advance AI Training and Evaluation, Release SWE Benchmark

Published

on

By

SAN FRANCISCO, Nov. 6, 2026 /PRNewswire/ — ExpertCrowd, Toptal‘s platform for training and improving AI models and systems, today announced a collaboration with HUD, a Y Combinator-backed startup that provides tools for building AI training data through its DataVendor™ marketplace. Together, the teams released ExpertCrowd-SWE, a software engineering benchmark that evaluates the performance of frontier-grade LLMs and coding agents.

As AI systems take on increasingly complex work, measuring their capabilities requires tasks that reflect professional practice and grading criteria that capture what successful execution actually means. This collaboration brings together ExpertCrowd’s expert-led task development and HUD’s infrastructure for running complex RL environments.

ExpertCrowd and HUD co-developed ExpertCrowd-SWE, bringing together engineers from Toptal’s global network of highly skilled domain experts with HUD’s experience collaborating with frontier research teams. After Toptal’s experts authored tasks and grading rubrics, HUD’s infrastructure hosted task-run environments and verified the benchmarks against internal quality assurance pipelines. HUD and Toptal’s AI research teams, composed of more than a dozen PhDs and researchers with educational or professional experience at Harvard, EPFL, the University of Liège, DeepMind, Qwen, and ByteDance, reviewed and assessed the methodology and results to build one of the most robust software engineering benchmarks in the industry.

“ExpertCrowd puts practitioners at the center of defining the work AI systems should perform and judging how well they perform it. By combining that specialized expertise with HUD’s testing infrastructure, we’re advancing what AI systems can achieve and setting a higher standard for real-world performance,” said Taso Du Val, founder and CEO of Toptal.

ExpertCrowd-SWE is the first release of an ongoing Toptal-HUD collaboration, with additional initiatives in development and further announcements coming soon. Building on this foundation, ExpertCrowd and HUD will bring more specialized human expertise into the tasks, environments, and evaluations that support the next generation of AI.

“We built HUD’s infrastructure to give research teams the tools to create realistic RL training environments, run evaluations across AI models, and inspect model performance. ExpertCrowd put that infrastructure to work, bringing the professional expertise to translate complex, real-world workflows into rigorous tasks, reference outputs, and evaluation frameworks that test the limits of today’s leading AI models,” said Jay Ram, founder and CEO of HUD.

About ExpertCrowd

ExpertCrowd is Toptal’s platform for training and improving AI models and systems through RLHF, RL data generation, data labeling, and model evaluation. It is powered by Toptal’s global talent network, with more than 30,000 specialized domain experts across 140+ countries, including more than 2,000 AI and big data specialists, 12,000 professionals with advanced degrees, and 1,000 PhD-level AI specialists, available on demand. For more information, please visit ExpertCrowd.com.

About HUD

HUD is a platform for building reinforcement learning environments, used by startups, Fortune 500 companies, and frontier labs. It provides infrastructure for training models, evaluating AI agents, and creating the post-training data that aligns AI to organizations’ work. HUD’s mission is to build reliable, fair, and open infrastructure for AI data with the goal of making data valuable for the people who create it and trustworthy for the labs that train on it. DataVendor™ is HUD’s marketplace, which allows AI labs to license training and evaluation data directly from the companies that created it. For more information, please visit HUD.ai.

Contact

Luiz Baia
SVP of Marketing Strategy
luiz.baia@toptal.com

SOURCE Toptal

Continue Reading

Trending