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Draup and The Josh Bersin Company launch report on the impact of AI and workers, skills, and organizations

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THE WOODLANDS, Texas, Nov. 12, 2024 /PRNewswire/ — Draup, a leading talent strategy platform that delivers multi-dimensional talent data to support enterprises’ talent decisions, and The Josh Bersin Company, a trusted industry advisor for global HR leaders, have partnered to release an in-depth report titled, “How Integrating AI with Human Skills is the On-Ramp to Flourishing in a Rapidly Evolving Job Landscape.”  The report offers insights on adapting job roles to an AI-driven landscape, emphasizing strategies to integrate AI into existing workflows, boosting productivity and fostering innovation

This comprehensive report explores how AI’s integration across business functions (e.g., software engineering, HR, sales, finance) is set to reshape the workforce. Key insights include how to measure AI’s influence on specific roles, understand emerging and critical skills by work effort and recommend skill development & organizational changes to prepare for the future of work “This study explains the enormous opportunity AI presents by re-engineering functional work practices,” said Josh Bersin, Global Industry Analyst and CEO of The Josh Bersin Company. “By focusing on the blend of AI capabilities with human expertise, organizations can create value-driven strategies that support sustainable growth and a transformative approach to workforce planning.”

The report also underscores the importance of understanding AI’s evolving role in areas like soft skills management, creative work, and customer experience. Each chapter delves into these shifts, providing readers with actionable insights into emerging skills requirements, changing job roles in finance and supply chain, and how HR can spearhead safe AI adoption within organizations.

Vijay Swaminathan, CEO of Draup, commented, “At Draup, we are dedicated to equipping organizations with the talent strategy & intelligence needed to navigate AI-driven changes effectively. This report highlights not only the transformative potential of AI but also the importance of a strategic approach to upskilling and workforce planning. We believe that by partnering AI with human skills, companies can proactively future-proof their talent and strengthen their competitive edge.”

This report provides practical guidance on navigating workforce transformation, detailing the benefits and limitations of AI in diverse organizational contexts and helping leaders reimagine the value of their workforce.

The report is currently available exclusively to Josh Bersin Company Corporate Members and Draup Customers. To access the report and learn more about how AI and human skills can empower your organization, visit https://joshbersin.com/about-2 and request more information about Corporate Membership. 

About Draup

Draup is a leading Talent Strategy Platform that delivers multi-dimensional global labor market data to drive enterprises’ Workforce Planning, Recruitment & Transformative Skills Architecture initiatives. Draup supports HR Leaders in optimizing their workforce strategies by helping them address evolving workforce needs, assess global talent & peer group landscape, and design career paths for long-term success. With real-time access to granular data and personalized insights, Draup empowers customers with actionable intelligence & recommendations to strengthen their talent strategies. https://www.draup.com/talent 

About The Josh Bersin Company

The Josh Bersin Company is the most trusted human capital advisors in the world. More than a million HR and business leaders rely on us to help them overcome their greatest people challenges. Thanks to our understanding of workplace issues, informed by the largest, and most up-to-date data sets on workers and employees, we give leaders the confidence to make decisions in line with the latest thinking and evidence about work and the workplace. https://joshbersin.com/ 

This release underscores Draup and The Josh Bersin Company’s shared mission to equip leaders with the insights needed for driving workforce transformation.

 

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Shenzhen Unveils APEC China 2026 Host-City Theme Song and Music Video

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SHENZHEN, China, Nov. 1, 2026 /PRNewswire/ — The host-city theme song for APEC China 2026, Meet You Where Wonders Bloom (在奇迹之城遇见你), was produced by the Publicity Department of the CPC Shenzhen Municipal Committee and created by Shenzhen Media Group. Written and composed by He Muyang, Vice Chairman of the Chinese Musicians Association and a Shenzhen-based musician, the song is performed by popular singers Jane Zhang and Joseph Zeng. With its fresh, youthful pop sound, the song tells the stories of ordinary dreamers, weaving together personal aspirations, Shenzhen’s remarkable development, and the broader vision of Asia-Pacific cooperation.

Released alongside the song, the music video goes beyond showcasing Shenzhen’s cityscape to put people at the heart of the story. Through the experiences of people from all walks of life, particularly young people and those from overseas, it captures the energy and appeal of Shenzhen, the City of Miracles, and its warm welcome to the world. Running 4 minutes and 45 seconds, the video features 176 shots filmed across Shenzhen, with more than 100 residents appearing on screen. From location coordination and filming support to bringing participants together, the production was a citywide effort. More than just a music video, it became a shared expression of Shenzhen’s enthusiasm as APEC host city.

From a refreshing melody to a city ready to welcome the world, Shenzhen is embracing its role as APEC host with openness and inclusiveness, extending a warm invitation to guests from near and far to gather in Shenzhen.

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SOURCE Shenzhen Media Group

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Shenzhen Unveils APEC China 2026 Host-City Theme Song and Music Video

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SHENZHEN, China, Nov. 1, 2026 /PRNewswire/ — The host-city theme song for APEC China 2026, Meet You Where Wonders Bloom (在奇迹之城遇见你), was produced by the Publicity Department of the CPC Shenzhen Municipal Committee and created by Shenzhen Media Group. Written and composed by He Muyang, Vice Chairman of the Chinese Musicians Association and a Shenzhen-based musician, the song is performed by popular singers Jane Zhang and Joseph Zeng. With its fresh, youthful pop sound, the song tells the stories of ordinary dreamers, weaving together personal aspirations, Shenzhen’s remarkable development, and the broader vision of Asia-Pacific cooperation.

Released alongside the song, the music video goes beyond showcasing Shenzhen’s cityscape to put people at the heart of the story. Through the experiences of people from all walks of life, particularly young people and those from overseas, it captures the energy and appeal of Shenzhen, the City of Miracles, and its warm welcome to the world. Running 4 minutes and 45 seconds, the video features 176 shots filmed across Shenzhen, with more than 100 residents appearing on screen. From location coordination and filming support to bringing participants together, the production was a citywide effort. More than just a music video, it became a shared expression of Shenzhen’s enthusiasm as APEC host city.

From a refreshing melody to a city ready to welcome the world, Shenzhen is embracing its role as APEC host with openness and inclusiveness, extending a warm invitation to guests from near and far to gather in Shenzhen.

View original content to download multimedia:https://www.prnewswire.com/news-releases/shenzhen-unveils-apec-china-2026-host-city-theme-song-and-music-video-302925715.html

SOURCE Shenzhen Media Group

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Context Labs AI Distillery™ Lets Enterprises Run Sovereign AI on Data They Own

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Company launches the Context Engine for trusted sovereign AI, which packages an enterprise’s own data with verified lineage for use with the frontier or open-weight model the enterprise chooses.

ABU DHABI, United Arab Emirates, Nov. 1, 2026 /PRNewswire/ — Context Labs B.V. (“Context Labs”), the AI Data Infrastructure company, today launched the Context Labs AI Distillery™, the Context Engine for trusted sovereign AI. The AI Distillery converts an enterprise’s operational and business data into a governed Context Package that the enterprise owns, creating their own protected competitive moat. Every answer an AI model draws from the package is traced to its source records, and the package works with the frontier or open weight model the customer chooses, inside the customer’s own environment.

Analysts have quantified the obstacle to scaling enterprise AI. Gartner predicts that through 2026 organizations will abandon 60% of AI projects unsupported by AI-ready data, and that over 40% of agentic AI projects will be canceled by the end of 2027. McKinsey reports that eight in ten companies name data limitations as the barrier to scaling AI agents. Gartner has also described what enterprises now need: software that lets teams construct, govern and deliver semantically organized knowledge to AI agents, built on ontologies and knowledge graphs.

 The Context Labs AI Distillery™ is designed around six outcomes:

Own your IP. An enterprise’s knowledge, know-how and operating context stay inside a Context Package that only it controls and are not used to train third-party AI models.

Own your AI. The intelligence employees create in everyday use accrues to the enterprise, not to a model provider, and grows with every interaction.

Trusted, provable answers. Every output carries its data lineage and decision provenance, so answers can be verified, audited, and defended.

Build, protect and scale a proprietary competitive asset. The Context Package captures how the enterprise describes and runs its operations, starting with one facility and extending to others without rebuilding.

Sovereign by design. The AI Distillery runs inside the customer’s own data center or chosen cloud, so data stays where the customer decides.

Freedom of model choice, at lower cost. Customers can use any frontier or open-weight model and switch models without rebuilding the Context Package. Precise, verified context reduces the tokens each query uses.

The AI Distillery works in three steps: distill, package, and prove. It maps an enterprise’s structured and unstructured data to industry-specific ontologies, stores the result in a Context Package with cryptographic provenance, and checks answers against the company’s own records before any model goes into production. Work that has typically required teams of specialist engineers becomes a guided, governed workflow.

Context Agents and the Semantic Context Tunnel. Context Agents answer operational, commercial and compliance questions from the enterprise’s Context Package, with every figure traced to its source. The Semantic Context Tunnel brings the same context into the AI assistant employees already use. Both work within the access controls the enterprise sets.

“Models come and go. An enterprise’s context should not,” said Dan Harple, Founder, Chairman and CEO of Context Labs. “Frontier models will keep improving, but they do not supply governance, provenance or trust, and they should not absorb the knowledge that makes a company competitive. The AI Distillery gives enterprises a moat they own: their own context, proven and protected, working with whichever model they choose. That is how our customers own their IP and own their AI.”

At ADIPEC 2026, Context Labs is demonstrating the AI Distillery on energy-sector use cases, in which a Context Agent answers operational questions with every figure traced to the underlying plant records. Context Labs is located Arab Development Group stand, Stand #5240, Hall 5 and in the Dell AI Factory with NVIDIA, AI Zone, Hall 13.

Availability. The Context Labs AI Distillery™ is available now through the Microsoft Marketplace. Each enterprise license includes an industry starter kit to accelerate time to value. Companies can request a briefing or technical working session at contextlabs.com/distillery.

About Context Labs B.V.

Context Labs is an AI Data Infrastructure company delivering the Context Engine for Trusted and Secure Sovereign AI. Its platform turns complex, fragmented operational, engineering and enterprise data into continuously verified, auditable information that AI systems, people and markets can trust. Built on an extensible library of industry-specific ontologies that map to established standards published by ISO and other standards bodies, the platform is deployable across sectors, with use-case applications delivering decision-ready intelligence on a common foundation. The Context Labs AI Distillery™ lets enterprises run sovereign AI inside their own data centers, so they own their IP and own their AI. Formed out of MIT research and led by a team that helped drive the at-scale growth of the Internet, Context Labs has offices in Amsterdam, Cambridge (Mass.), Houston and Abu Dhabi. Learn more at www.contextlabs.com.

Media contact
press@contextlabs.com | 1-617-902-0932 | contextlabs.com/resources

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