Cardano’s payments push is moving into Japan through a partnership linking EMURGO, SecondFi and Slash Vision Labs, in a move designed to bring stablecoin spending into one of Asia’s most sophisticated cashless markets. EMURGO, a co-founding entity of the Cardano blockchain, has tied its consumer finance strategy to Slash Vision Labs’ payments infrastructure to make the Cardano Card available to users in Japan through the SecondFi app. […]
HANOI, VIETNAM – Media OutReach Newswire – 18 May 2026 – After six seasons, the VinFuture Prize has not only expanded its influence in the international scientific community, but has also affirmed its position as a prestigious global prize dedicated to identifying and honoring breakthroughs with profound significance for the future of humanity.
A Global Network Bringing Together More Than 17,000 Outstanding Minds
This year’s VinFuture nominations span a wide range of critical fields, including medicine and healthcare (38.4%), environmental and earth sciences (17%), energy, transportation, and construction (15%), food and agriculture (10.6%), as well as other scientific and technological disciplines (19%).
At the same time, the official nominator network of the VinFuture Prize has continued to expand substantially, reaching 17,154 nominators from 117 countries and territories across all five continents. This represents an increase of approximately 16% compared with the 2025 season and a more than fourteenfold expansion compared with the inaugural season in 2021. Moreover, the number of countries and territories represented within the nominator network has nearly doubled over the past six years.
Notably, 1,415 nominators for the 2026 VinFuture Prize are ranked among the world’s top 2% most-cited researchers. Nearly 8,000 experts are affiliated with leading universities, research institutes, and scientific organizations worldwide, including Australian Academy of Science, Massachusetts Institute of Technology (United States), Stanford University (United States), Harvard University (United States), University of California, Berkeley (United States), University of Oxford (United Kingdom), National University of Singapore (Singapore), Nanyang Technological University (Singapore), and Weizmann Institute of Science (Israel), among others.
Participating on a voluntary basis, these nominators play a vital role in identifying and recommending outstanding scientific innovations capable of generating meaningful and lasting improvements to the lives of billions of people worldwide. They also contribute significantly to extending the global reach of the VinFuture Prize within the international scientific community and promoting cross-border academic connections. Several distinguished nominators have traveled to Vietnam during the 2024 and 2025 VinFuture Sci-Tech Weeks to connect and exchange knowledge directly with the Vietnamese scientific community.
“The continued growth in both the number of nominations and our network of more than 17,000 nominators reflects the increasing confidence that leading scientists and prestigious institutions around the world place in VinFuture Prize and its mission to identify and honor scientific and technological innovations with meaningful impact on humanity. This momentum also reinforces our commitment to upholding rigorous and transparent evaluation standards, while advancing a long-term vision of connecting global intellect in pursuit of a better future for all,” said Dr. Thai-Ha Le, Managing Director of the VinFuture Foundation.
Following the conclusion of the nomination period, the Pre-Screening Committee will begin the process of evaluating and selecting the most outstanding scientific works for consideration by the VinFuture Prize Council in the final judging round, which is expected to continue through early September 2026. All nominations will undergo a rigorous multi-layer evaluation process based on stringent international standards to ensure the highest levels of scientific integrity, fairness, and transparency.
The core evaluation criteria include the degree of scientific and technological advancement, the potential for meaningful impact on human life, as well as the scale and long-term sustainability of the proposed innovations.
Vietnam’s Growing Imprint on the Global Innovation Map
After six seasons, the VinFuture Prize has firmly established its reputation and standing within the global science and technology landscape. Several VinFuture Laureates have subsequently been honored by some of the world’s most prestigious scientific awards, including the Nobel Prize, the Queen Elizabeth Prize for Engineering, and the Breakthrough Prize, demonstrating VinFuture’s ability to recognize, at an early stage, innovations with foundational significance for the future of humanity.
Notable examples include Prof. Omar Yaghi (2021 VinFuture Special Prize; 2025 Nobel Prize in Chemistry); Dr. Katalin Karikó and Prof. Drew Weissman (2021 VinFuture Grand Prize; 2023 Nobel Prize in Physiology or Medicine); Drs. Demis Hassabis and John Jumper (2022 VinFuture Special Prize; 2024 Nobel Prize in Chemistry); Prof. Geoffrey Hinton (2024 VinFuture Grand Prize; 2024 Nobel Prize in Physics); as well as Prof. Yoshua Bengio, Prof. Yann LeCun, Prof. Geoffrey Hinton, Mr. Jensen Huang, and Prof. Fei-Fei Li (2024 VinFuture Grand Prize; 2025 Queen Elizabeth Prize for Engineering). Additional examples include Prof. Daniel Drucker, Prof. Joel Habener, Prof. Jens Juul Holst, and Assoc. Prof. Svetlana Mojsov (2023 VinFuture Special Prize), who later received the 2025 Breakthrough Prize.
Beyond recognizing transformative scientific achievements, VinFuture has become a point of convergence for knowledge, collaboration, and the aspiration to serve humanity. Over the course of six seasons, VinFuture has contributed to shaping a more open, connected, and inspiring scientific ecosystem, while positioning Vietnam as an increasingly important destination on the global innovation map.
Hashtag: #VinFuture
The issuer is solely responsible for the content of this announcement.
OpenAI and Anthropic have pushed their rivalry deeper into corporate technology budgets by launching dedicated enterprise deployment ventures aimed at turning powerful AI models into production systems for businesses. The moves mark a shift from selling access to chatbots and application programming interfaces towards embedding engineers, consultants and workflow specialists inside companies that want AI to reshape operations rather than sit on the edge of office software. […]
Paper Werewolf has expanded its campaign against Russian industrial, financial and transport organisations, using phishing emails, fake Adobe software updates and the EchoGather remote access trojan to deepen access inside targeted networks. The Russian-language threat cluster, also tracked as GOFFEE, was active in the March-April 2026 window with a toolset that shows a clear shift from conventional phishing toward layered intrusion chains. The latest campaign begins with […]
Security researchers uncovered 47 previously unknown vulnerabilities at Pwn2Own Berlin, underscoring persistent weaknesses in enterprise software, artificial intelligence tools, operating systems and virtualisation platforms even when products are fully patched. The three-day competition, held from May 14 to May 16 alongside OffensiveCon in Berlin, awarded $1,298,250 in cash prizes. The event placed some of the world’s most widely used corporate technologies under controlled attack, with researchers targeting […]
The three new locations form part of a structured international growth strategy focused on bringing the clinic’s established medical aesthetics and surgical services to patients across key United States markets. Each branch has been positioned in a state with strong demand for aesthetic and medical services, chosen following market research into patient demographics and regional healthcare needs. The Viera, Florida location serves the Space Coast region, an […]
Abu Dhabi technology group G42 and the Government of India have formalised terms to deploy Condor Galaxy India, an 8-exaflop artificial intelligence supercomputing cluster designed to strengthen the country’s sovereign AI infrastructure and widen access to advanced computing for research, public services and industry. The agreement, witnessed by UAE President Sheikh Mohamed bin Zayed Al Nahyan and Prime Minister Narendra Modi during Modi’s official state visit to […]
Arabian Post Staff -Dubai Saudi Arabian Refineries Company has moved to deepen its clean energy ambitions by signing a non-binding memorandum of understanding with China’s Ally Hydrogen Energy to develop a green ammonia production plant in Jazan Industrial City. The agreement, signed on 15 May, places Jazan at the centre of another proposed low-carbon fuel project as Saudi Arabia seeks to build industrial capacity around hydrogen, ammonia […]
Scientists have found radioactive iron from exploded stars locked inside Antarctic ice, offering fresh evidence that Earth is moving through a cloud of ancient supernova debris while the material continues to fall on the planet today. The findings, published on May 13 in Physical Review Letters, centre on traces of iron-60, a rare isotope produced inside massive stars and scattered across space when they die in supernova […]
Users of JDownloader have been warned to check systems and delete suspicious installer files after attackers compromised the project’s official website and redirected selected Windows and Linux downloads to malware-laced files during a narrow but serious exposure window on May 6 and May 7, 2026. The breach affected users who downloaded the Windows “Download Alternative Installer” or the Linux shell installer from jdownloader. org during that period. […]
Qatar Science & Technology Park has launched a $30 million Tech Venture Fund to back early-stage deeptech companies headquartered in Qatar, positioning the initiative as a new capital channel for founders working in artificial intelligence, robotics, biotechnology, advanced materials and clean technology. The fund, unveiled by the Qatar Foundation member in Doha, will invest in startups with measurable social or climate impact and will operate alongside a […]
Gunra ransomware has expanded from a relatively narrow Windows-focused threat into a structured cybercrime franchise, raising concern among security teams as its operators shift from a Conti-derived locker to their own Ransomware-as-a-Service model. The group, first observed in April 2025, initially drew attention after attacks on five companies in South Korea. Its early malware showed similarities to Conti, the once-dominant ransomware operation whose leaked source code reshaped […]
Cannabis use among people over 65 is climbing as legal access expands, but specialists are warning that the drug may carry higher risks for older adults than many users realise. Stanford Medicine clinicians have highlighted five areas of concern for seniors: cardiovascular strain, falls, memory and thinking problems, interactions with common medicines, and dependence. Their warning reflects a broader shift in medical opinion as more older adults […]
Security teams are assessing two publicly released proof-of-concept exploits that target Windows BitLocker protections and privilege controls, widening concern over exposure on enterprise systems after Microsoft’s May security update cycle. The exploits, identified as YellowKey and GreenPlasma, were published by a security researcher using the online name Nightmare-Eclipse, also known as Chaotic Eclipse. Both flaws remain unpatched, with one focused on bypassing BitLocker drive protections and the […]
Two vulnerabilities in the Avada Builder plugin have exposed around one million WordPress websites to attacks that could reveal sensitive files or extract database information, prompting urgent calls for administrators to update to the fully patched version 3.15.3. The flaws affect Avada Builder, also known as Fusion Builder, a widely used page-building plugin bundled with the Avada WordPress theme. The higher-rated issue, tracked as CVE-2026-4798, is an […]
HONG KONG SAR – Media OutReach Newswire – 15 May 2026 – As artificial intelligence (AI) sweeps across the globe, how should humanity redefine the core competencies needed to shape the future? Funded by The Hong Kong Jockey Club Charities Trust and organised by AFTEC, Knowledge Exchange 2026—Artistic Intelligence: Shaping Human Achievement opens today for two days at Hong Kong’s newest cultural landmark—the East Kowloon Cultural Centre—marking the venue’s first major international arts education event. As a flagship annual initiative of the AFTEC Jockey Club Creative Futures Project, the forum has attracted nearly 260 educators, artists and stakeholders to explore how creative teaching and learning can inspire learning, spark creativity and nurture talent, laying the foundation for a better future.
Bringing Together Education and Cultural Leaders to Build a Cross-Disciplinary Creative Network
The opening ceremony was officiated by Ms Winnie Yip, Head of Charities (Culture & Sports Cluster; Community Engagement), The Hong Kong Jockey Club.
In her opening speech, Ms Winnie Yip, Head of Charities (Culture & Sports Cluster; Community Engagement), The Hong Kong Jockey Club, said: “The Club has been supporting the AFTEC Jockey Club Creative Futures Project since 2021. The results have been truly encouraging. The programme has strengthened participating students’ understanding of and care for others, while deepening their interest in arts and interdisciplinary learning. With the second phase now underway, we look forward to further supporting the growth and transformation of students and teachers.”
The opening ceremony also featured Prelude in Light, Sound & Video, a multimedia work created by students of the School of Theatre and Entertainment Arts at The Hong Kong Academy for Performing Arts (HKAPA), setting the stage for the forum and showcasing the creative potential of the younger generation.
Ms Lynn Yau, Chief Executive Officer of AFTEC and Project Director of the AFTEC Jockey Club Creative Futures Project, said: “In an era dominated by artificial intelligence, we need to redefine the unique value of humanity more than ever. AFTEC has always been committed to training teachers and creative practitioners, nurturing the ‘5Cs’ core competencies—Creativity, Critical Thinking, Communication, Collaboration, and Contribution—through systematic teaching strategies. By integrating creative learning into school curricula, we nurture a new generation equipped with resilience and problem-solving skills, while actively building a cross-disciplinary learning network. We are deeply grateful for the vision and support of The Hong Kong Jockey Club Charities Trust and the participation of our partners from various sectors, allowing us to collaboratively shape human achievement through Artistic Intelligence and mould the future with creativity.”
Redefining AI — Nurturing Irreplaceable “first-class humans”
The highlight of the forum’s first day was the first cross-city dialogue, a keynote entitled Creative Cities, Creative Mindsets: Bath, Hong Kong, New Delhi. Ms Kate Cross MBE, Director of The Egg at Theatre Royal Bath, United Kingdom; Ms Jigyasa Labroo, CEO and Co-founder of Slam Out Loud, New Delhi, India; Professor Anna CY Chan, Director of The Hong Kong Academy for Performing Arts; and Ms Lynn Yau, Chief Executive Officer of AFTEC, delivered the keynote together. The four creative visionaries highlighted that Artistic Intelligence is an indispensable competency for humanity in the age of AI, and shared how global frameworks can be adapted to local practice across the three cities’ distinctive educational and cultural ecosystems to cultivate young people’s imagination, empathy and meaning-making — core competencies for navigating an ever-changing future.
Ms Kate Cross introduced the School Without Walls programme, a groundbreaking initiative that immerses students in cultural venues for seven weeks, significantly enhancing their writing, emotional expression, and self-directed learning abilities. Ms Jigyasa Labroo shared Slam Out Loud’s work, which, through over 100 hours of arts-based social-emotional learning (SEL) curriculum, has successfully boosted the confidence, curiosity, and emotional regulation of 700,000 children across two Indian states. Professor Anna CY Chan, from the macro perspective of higher education and talent cultivation, emphasised the bridging role of Artistic Intelligence between professional arts training and primary/secondary creative education. Ms Lynn Yau showcased how the AFTEC Jockey Club Creative Futures Project transforms artists into “Teaching Artists,” shifting schools’ vision from “Arts Provisioned” towards being “Arts Empowered,” enabling Hong Kong students to demonstrate stronger vitality in cross-disciplinary learning.
The session also featured internationally acclaimed arts educator Professor Anne Bamford OBE, FCGI, Director of the International Research Agency; Professor Anne Mette Hjort, Director of The Research Centre for Creative Arts and Public Value, The Education University of Hong Kong; Mr Victor Kwok, Deputy Research Director of Our Hong Kong Foundation and Committee Member of the All-China Youth Federation; and Ms Heidi Lee, Executive Director of Hong Kong Ballet, as respondents. They offered diverse perspectives from policy research, cultural promotion and professional development, exploring how the arts and creativity can nurture outstanding talent of the future through structured and sustainable educational approaches in Hong Kong.
Collaborative Workshops—From Theory to Practice
The forum also featured collaborative workshops, where participants experienced first-hand how educational visions can be translated into practical teaching plans in an interactive setting.
In today’s (15 May) sessions, Creative Classroom LIVE!, led by teaching teams from Tin Shui Wai Methodist Primary School and Tuen Mun Government Primary School, brought authentic teaching plans to life in the theatre, allowing participants to experience the transformative power of creativity in local schools’ setting. Professor Anne Bamford OBE, FCGI, Director of the International Research Agency, facilitated the session The How Factor Lab: Designing Arts-rich Learning that Lasts?, discussing how the arts can be incorporated into education through sustainable policy and teaching strategies to establish a long-term and stable creative ecosystem in schools and communities.
Day Two Highlights — The Many Dimensions of Artistic Intelligence
On the second day of the forum (16 May), discussions will build upon the first day’s highlights and continue to delve deeper into the theme of Artistic Intelligence. In the keynote The Real AI: Artistic Intelligence and the Future of Human Potential, Professor Anne Bamford OBE, FCGI, Director of the International Research Agency, will discuss how the integrated development of personal cognitive, creative, social and digital capabilities can unlock human potential and shape a new generation equipped with innovation and adaptability, calling on education systems, cultural institutions and communities to collaborate in ensuring that young people maintain their unique edge in the age of AI.
Two collaborative workshops will also take place. School Without Walls: Changing Sites of Learning, led by Ms Kate Cross MBE, Director of The Egg at Theatre Royal Bath, United Kingdom, will demonstrate how learning spaces can be extended beyond school campuses to curate meaningful and personalised arts education experiences through the School Without Walls programme. What if We All Had a Voice? The Possibilities of the Arts in Social-Emotional Learning, led by Ms Jigyasa Labroo, CEO and Co-founder of Slam Out Loud, New Delhi, India, will share how locally rooted curriculum resources that address social issues can be developed to empower children to use creativity to tackle life and societal challenges and to weave their dreams.
Mutual Growth—Frontline Teachers and Artists Share Their Journeys and Learning
The forum also invited schools and creative practitioners from the AFTEC Jockey Club Creative Futures Project to share their practical experiences. In the panel discussion From Traditional to Creative Teaching, Vice Principal Kiley Tse of Ho Lap Primary School (Sponsored by Sik Sik Yuen), Ms Katherine Ip of Hong Kong and Macau Lutheran Church Primary School, and Ms Jourdan Wong of Cheung Sha Wan Catholic Primary School will share insights and explore the far-reaching impact of creative teaching and learning on teachers’ personal growth, students, the learning environment, and the overall creative learning culture of schools.
Another panel discussion, From Introspective Artists to Communicative Teaching Artists, features creative practitioners Ms Grace Cheng; Mr Reds Cheung of Laichankee; Ms Cally Yip of Passoverdance; and Ms Priscilla Lai, Lead Creative Practitioner of the AFTEC Jockey Club Creative Futures Project. Their sharing proves that the Project’s collaborative model not only benefits schools—teachers’ and creative practitioners’ artistic practices are also nourished through the teaching process, fostering mutual growth and grooming the community of practice of teaching artists in Hong Kong.
Creative Learning Arts Awards — Celebrating Local Education Transformation
To showcase the Project’s impact over the years, the forum will host the Creative Learning Arts Awards ceremony, recognising outstanding schools, teachers and creative practitioners, and celebrating the remarkable progress of the local education community in advancing creative thinking and whole-person development.
For more information, please visit:
AFTEC Jockey Club Creative Futures Project: https://creativefutures.aftec.hk/home-en/
Knowledge Exchange 2026—Artistic Intelligence: Shaping Human Achievement: https://creativefutures.aftec.hk/knowledge-exchange/ke2026/
Hashtag: #AFTEC
The issuer is solely responsible for the content of this announcement.
Funded by The Hong Kong Jockey Club Charities Trust, the AFTEC Jockey Club Creative Futures Project is a multi-level creative learning scheme designed to provide a much-needed system-led approach to creative thinking in educational institutions from tertiary to primary.
Based on a successful pilot (2021 – 2024), the key focus in this expanded version is in training teachers and creative practitioners.
With practical strategies for professionals to teach across the curriculum based on the 5C’s—Creativity, Critical Thinking, Communication, Collaboration, and Contribution— creative practitioners join teachers for in-school classes to co-design and co-create lesson plans for use in classroom throughout the year.
Advancing creative learning and arts education in Hong Kong
Creativity allows us to recognise potential within ourselves and the world around us. It promotes problem-solving, nurtures relationships, cultivates resilience, and can transform lives in countless ways. At AFTEC, we work with students, educators, and creative practitioners to plant the seeds of creativity in our community.
As a proudly homegrown Hong Kong organisation, we nurture the city’s greatest natural resource — its people. Through co-designed, collaborative, and inclusive bilingual education programmes, we create supportive environments where young minds are free to explore, express, and flourish. We spark imagination, build confidence, and foster a sense of growth and belonging together.
Website: 
www.aftec.hk
Microsoft Edge, Windows 11 and AI infrastructure tools were breached on the opening day of Pwn2Own Berlin 2026, underscoring how quickly security researchers are finding weaknesses across browsers, operating systems and enterprise artificial intelligence platforms. The contest, staged alongside OffensiveCon in Berlin on 14 May, produced 24 unique zero-day vulnerabilities and $523,000 in rewards on its first day. The results placed DEVCORE at the top of the […]
Security teams are racing to contain a high-severity PraisonAI flaw after exploitation attempts were detected within hours of public disclosure, underscoring how quickly attackers are probing exposed artificial intelligence infrastructure. The vulnerability, tracked as CVE-2026-44338, affects PraisonAI versions from 2.5.6 to before 4.6.34. It stems from a legacy Flask API server shipped with authentication disabled by default. Where that server is reachable over a network, any unauthorised […]
The release places the Hong Kong-headquartered enterprise AI company in a fast-growing contest to solve one of the most persistent problems in digital workplaces: valuable decisions, project updates and technical context disappearing inside chat threads. Beever Atlas is being offered in an Apache 2.0 Open Source Edition for individuals and an Enterprise Edition aimed at banks, public-sector bodies and other organisations with strict security requirements.
The platform pulls chat histories into an AI pipeline that extracts facts, identifies people and projects, removes duplication and groups related information into topic pages. Its output is a structured wiki, a Neo4j knowledge graph and a memory layer that can be queried by AI assistants through the Model Context Protocol. The system is built to provide answers with citations back to source messages, a feature intended to reduce the risk of unsupported AI responses inside corporate knowledge systems.
Votee AI said Beever Atlas was developed as a team-oriented answer to the rising demand for “LLM knowledge bases”, where large language models draw on structured, evolving organisational memory rather than isolated documents or raw chat logs. The company has positioned the product as an alternative to conventional retrieval-augmented generation systems, arguing that distilling conversations into atomic facts and relationships before retrieval can produce more consistent answers than searching message snippets alone.
“Every growing organisation faces the same silent liability: conversational knowledge loss. Beever Atlas turns this perishable resource into a compounding organisational asset,” said Pak-Sun Ting, co-founder and chief executive of Votee AI.
The technical design reflects a broader shift in enterprise AI, where companies are moving from general-purpose chatbots towards systems that can preserve context, enforce permissions and connect with internal tools. Beever Atlas uses a dual-memory architecture, combining semantic search for meaning with graph-based reasoning for relationships between people, decisions and projects. Its documentation describes a six-stage pipeline covering synchronisation, extraction, validation, storage, clustering and wiki generation.
Jacky Chan, co-founder and chief technology officer of Votee AI, framed the product as a knowledge-engineering system rather than a search layer. “The key technical decision was to treat agent memory as a knowledge engineering problem, not a retrieval problem. Structure beats similarity — a typed graph of who works on what is more useful to an AI than vector search over a Slack archive,” he said.
Beever Atlas runs as a Docker stack and is designed for self-hosted deployment. The companies say the open-source version supports local or cloud-based large language models through LiteLLM, with users able to run models through Ollama or connect to external providers. The architecture includes Weaviate for vector storage, Neo4j for graph memory, MongoDB and Redis, alongside backend, bot and frontend services.
Security and sovereignty are central to the enterprise pitch. The paid edition is expected to add permission mirroring, identity controls, multi-tenancy and deployment options inside a customer’s own cloud perimeter. Permission mirroring is particularly important for organisations using AI over workplace communications, because a knowledge assistant that reads private HR, legal or boardroom channels could otherwise expose restricted information to unauthorised users.
The open-source release also reflects competitive pressure in the AI tooling market. Notion AI, Microsoft Copilot, Google Workspace AI features and open-source personal knowledge tools are all targeting workplace memory and document intelligence. Beever Atlas is trying to differentiate itself by starting with live chat rather than files, building wiki pages automatically and exposing memory to coding and agent tools through MCP. Planned integrations with OpenClaw and Hermes Agent are scheduled for the second quarter of 2026, while a managed cloud version is planned for the second half of the year.
Votee AI has sought to connect the launch to its wider sovereign AI infrastructure work. The company says it has operations in Hong Kong, Toronto, Ho Chi Minh City and Kuala Lumpur, with Beever AI serving as its dedicated research lab. Its earlier work includes Cantonese-language AI models and benchmark development, areas that have gained attention as governments and enterprises look for more regionally grounded AI systems.
TORONTO, CANADA/HONG KONG SAR – Media OutReach Newswire – 15 May 2026 – Hong Kong and Toronto-headquartered enterprise AI company Votee AI, together with its Toronto-based research lab Beever AI, today open-sourced Beever Atlas — an LLM Knowledge Base shipping in two editions: an Apache 2.0 Open Source Edition for individuals, and an Enterprise Edition for teams (banks, government agencies, and large organizations with high-security requirements). Beever Atlas automatically transforms personal and team chat across Telegram, Discord, Mattermost, Microsoft Teams, and Slack into a structured Neo4j knowledge graph, auto-generated wiki, and MCP-ready memory layer for any AI assistant.
Votee AI (Votee Limited) is headquartered in Hong Kong and Toronto, with operations across Asia. Beever AI is its dedicated AI research lab based in Toronto.
Answering a Viral Call from the AI Industry
Andrej Karpathy — OpenAI founding member and former director of AI at Tesla — shared a viral post on X about “LLM Knowledge Bases” that drew tens of millions of impressions. Karpathy’s core argument: LLMs need structured, evolving knowledge — not just raw context windows or vector similarity search. He concluded with a direct call to the industry:
“I think there is room here for an incredible new product instead of a hacky collection of scripts.”
Beever Atlas is that product — built first for teams, with an Open Source edition for individuals.
Karpathy’s prototype starts with curated file ingestion, relies on Obsidian and an LLM coding agent (Claude Code / Codex), and is single-user and largely manual. Beever Atlas takes a fundamentally different starting point: team chat. Because the bulk of organizational knowledge lives — and dies — in the unstructured conversations inside Telegram, Discord, Mattermost, Microsoft Teams, and Slack.
“Hong Kong has always been known for property and finance,” said Pak-Sun Ting, Co-Founder and CEO of Votee AI. “Beever Atlas is proof that world-class AI infrastructure can emerge from an HK-headquartered company and be shared openly with the world. Every growing organization faces the same silent liability: conversational knowledge loss. Beever Atlas turns this perishable resource into a compounding organizational asset.”
Key Differences from Karpathy’s Local Approach
Beever Atlas extends the LLM Knowledge Base pattern in six fundamental ways:
OpenClaw and Hermes Agent Integration — Upcoming Feature for the Open-Source Edition
Beever Atlas will ship a dedicated update in Q2 2026 for OpenClaw and Hermes Agent. The integration lets both tools read and write to a user’s Beever Atlas memory layer natively — making it among the first MCP-native knowledge backends purpose-tuned for these workflows. Solo developers and small teams will be able to point either tool at a personal or shared Beever Atlas instance and have it cite, retrieve, and chain across the entire conversational memory.
The Technical Bet: Structure Beats Similarity
“The key technical decision was to treat agent memory as a knowledge engineering problem, not a retrieval problem. Structure beats similarity — a typed graph of who works on what is more useful to an AI than vector search over a Slack archive,”
– Jacky Chan, Co-Founder and CTO of Votee AI (developer of the first fully pre-trained open-source Cantonese LLM)
Beever Atlas ships with a native MCP server, letting AWS Kiro, Qwen Code, Cursor, or any AI assistant query team knowledge directly — making it the memory layer that every downstream AI agent has been missing.
Built for Sovereignty — 100% On-Premise, Bring Your Own LLM
Beever Atlas runs entirely in customer environments as a Docker stack. Zero telemetry. AES-256-GCM encryption at rest. Private channels are filtered by default. Teams bring their own LLM via LiteLLM — running locally through Ollama (Gemma, Qwen, Llama) or via 100+ supported cloud providers. Built for teams where organizational knowledge is too sensitive for third-party cloud.
Two Editions: Open Source for Individuals, Enterprise for Teams
Beever Atlas ships in two editions:
1. Permission Mirroring — The “Don’t Leak Secrets” Feature
Most AI tools struggle with permissions. If an AI reads a private HR channel and a junior employee asks a question, the AI might accidentally reveal private salary information.
Beever Atlas closes this gap.
2. Identity & Multi-Tenancy — The “IT Setup” Feature
About how users log in and how data is separated.
3. Audit & Compliance — The “Legal/Regulator” Feature
Large organizations need to prove what happened if something goes wrong.
4. Trust & Safety — The “Anti-Hacker” Feature
Protects the AI from being manipulated.
5. Managed Cloud + Federation — The “Deployment” Feature
Where the software physically runs and what it connects to.
Part of Votee AI’s Sovereign AI Infrastructure
Beever Atlas is part of Votee AI’s broader Sovereign AI infrastructure. Votee AI delivered the first fully pre-trained open-source Cantonese LLM, published the first Cantonese LLM benchmark, HKCanto-Eval, at ACL 2025 CoNLL, and in 2025 successfully validated its platform through the Hong Kong Monetary Authority’s FSS 3.1 Pilot programme.
Turn the Team’s Chat Into a Living Wiki
Beever Atlas is available immediately at github.com/Beever-AI/beever-atlas under the Apache 2.0 license. A managed cloud version is planned for H2 2026.
Availability
– LinkedIn: https://www.linkedin.com/company/beever-ai
– X: https://x.com/Beever_AI
– Instagram: https://www.instagram.com/beever_ai
– Medium: https://medium.com/@beeverai
– dev.to: https://dev.to/beeverai
– Substack: https://substack.com/@beeverai
– Discord: https://discord.gg/unuPZrrE
Shipped by the Whole Team
Hashtag: #VoteeAI
https://votee.ai/
https://www.linkedin.com/company/votee
https://x.com/votee_ai
https://www.instagram.com/votee_aihttps://www.threads.com/@votee_aihttps://substack.com/@voteeai
The issuer is solely responsible for the content of this announcement.
votee.ai · beever.ai Microsoft’s BitLocker encryption faces renewed scrutiny after a public proof-of-concept exploit showed how protected Windows drives could be accessed through the recovery environment without the recovery key under specific physical-access conditions. The vulnerability, named YellowKey by the researcher using the aliases Nightmare-Eclipse and Chaotic Eclipse, targets the interaction between Windows Recovery Environment and BitLocker-protected volumes. The public demonstration indicates that an attacker with physical access to a […]
Foxconn has confirmed a cyberattack on some of its North American factories after the Nitrogen ransomware group claimed it stole 8 terabytes of data and more than 11 million files from the world’s largest electronics contract manufacturer. The company said its cybersecurity team activated response measures to protect production and deliveries, with affected factories returning to normal operations. The statement did not identify the number of sites […]
HONG KONG SAR – Media OutReach Newswire – 13 May 2026 – The world’s first lightweight, high‑resolution, high‑precision synergistic observatory for carbon dioxide (CO₂) and methane (CH₄) emission point sources – named “MUSICO”, Multi‑Spectral Imaging Carbon Observatory, led by The Hong Kong University of Science and Technology (HKUST) – was successfully launched aboard the Tianzhou‑10 cargo spacecraft on May 11 and has arrived at China’s Tiangong Space Station. This is not only Hong Kong’s first scientific payload deployed on the national space station, but also a historic breakthrough for the city in the development of high‑end aerospace instruments. The project fully demonstrates Hong Kong’s strong capability to build national‑level cutting-edge scientific payloads, to participate in long‑term space station missions, and to play a key role in addressing global climate change while serving the nation’s strategic “carbon peak and carbon neutrality” goals.
The project is led by an interdisciplinary research team from HKUST, comprising experts from the Department of Civil and Environmental Engineering, the Division of Emerging Interdisciplinary Areas, the Division of Environment and Sustainability, the Department of Computer Science and Engineering, and the Division of Public Policy. In late 2024, the project received formal approval from the Technology and Engineering Center for Space Utilization of the Chinese Academy of Sciences (CSU.CAS), the general research center for the Space Utilization System. It is jointly developed with the CAS Changchun Institute of Optics, Fine Mechanics and Physics, and funded by the Special Call (Aerospace Technology) of the Innovation and Technology Support Program under the Innovation and Technology Commission of the HKSAR Government.
MUSICO is a lightweight, high‑resolution, high‑precision greenhouse gas point‑source detection payload capable of accurately measuring CO₂ and CH₄ — two major greenhouse gases — from space. Smaller than a domestic washing machine, the instrument maintains extra-high spectral resolution and one hundred‑meter spatial resolution. By analyzing intensity changes of sunlight over specific spectral bands as it passes through the atmosphere and reflects off the Earth’s surface, MUSICO identifies gas‑specific absorption features to determine gas concentrations and pinpoint individual emission sources, enabling effective monitoring of key facilities such as power plants and landfills.
Prof. SUN Dong, Secretary for Innovation, Technology and Industry of the HKSAR Government, remarked, “This HKUST led project represents Hong Kong’s first scientific payload aboard the Tiangong Space Station, a major milestone for Hong Kong in the nation’s space missions. The national 15th Five Year Plan identifies accelerating green and low carbon transition, building a space powerhouse, and achieving carbon peak as key priorities. The successful deployment of a payload autonomously developed by a Hong Kong research team on Tiangong powerfully demonstrates that Hong Kong scientists possess top tier research and technology translation capabilities in frontier fields such as aerospace technology and green low carbon science, providing the nation with high quality, verifiable scientific data to accelerate the realization of the dual carbon goals.”
Prof. Nancy IP, President of HKUST, said, “We are deeply honored that our HKUST research team can participate in scientific missions on the national space station, and we sincerely thank the nation and the HKSAR Government for their long‑standing trust and support. This project not only highlights HKUST’s accumulated strengths in aerospace engineering, satellite remote sensing, and environmental engineering, but also proves that Hong Kong’s research capabilities can make substantial contributions on the nation’s highest‑level aerospace platforms. As the world’s first lightweight high‑precision greenhouse gas point‑source detection payload, MUSICO will continue to operate on the national space station, providing autonomous, controllable, high‑reliability CO₂ and CH₄ emission monitoring data that directly support the nation’s dual‑carbon goals and provide scientific backing for the ‘Beautiful China’ initiative and global climate governance.”
President Ip added, “In recent years, HKUST has been deepening its efforts in deep‑space exploration and low‑orbit satellite technology — following the successful launch of Hong Kong’s first higher‑education satellite in 2023, we are now actively participating in the nation’s Chang’e‑8 lunar exploration mission. Looking ahead, HKUST will continue to leverage its strengths in artificial intelligence, robotics, and materials science to accelerate the translation of space‑related technologies and nurture high‑end talent, contributing to the nation’s accelerated drive to build a space powerhouse and achieve green, low‑carbon, high‑quality development.”
Prof. SU Hui, Project Lead, Chair Professor of the Department of Civil and Environmental Engineering and Global STEM Professor at HKUST, said, “The development of MUSICO involved overcoming multiple critical technical challenges — namely, how to achieve high spectral resolution, fine spatial resolution, and synergistic multi‑gas observation under strict size and weight constraints. The team conducted extensive testing and optimization in optical design, precision manufacturing, and system integration to ensure the instrument can deliver reliable, accurate greenhouse gas data over long periods under high‑speed operation and extreme space environments. Successfully integrating these key technologies into a lightweight payload represents a landmark engineering and scientific achievement, demonstrating that the technology has reached internationally advanced standards.”
Prof. ZHANG Limin, Co‑Project Lead, National Engineer Awardee and Head of the Department of Civil and Environmental Engineering at HKUST, emphasized, “MUSICO’s observational coverage spans most land and ocean areas across low‑to‑mid‑latitude regions, providing consistent and comparable greenhouse gas monitoring data for different regions. The project’s results will be shared with government agencies and research institutions, supporting scientific research and practical applications in the Guangdong‑Hong Kong‑Macao Greater Bay Area and in other parts of China. They will also provide a scientific basis for cross‑regional climate research and emission reduction efforts along the Belt and Road, contributing to the global response to climate change. This is both a vivid example of HKUST’s research strength serving national strategy and a concrete practice of Hong Kong’s research capabilities contributing to global climate governance.”
The research project is co‑led by Prof. SU Hui, Chair Professor of the Department of Civil and Environmental Engineering and Global STEM Professor at HKUST, and Prof. ZHANG Limin, Chair Professor and Head of the same department. Prof. ZHAI Chengxing, Associate Professor of the Division of Emerging Interdisciplinary Areas serves as the mission system engineer. Other team members include: Senior Scientific Officer Dr. RONG Pingping, Prof. ZHANG Jize, and Prof. WANG Zhe from HKUST’s Department of Civil and Environmental Engineering; Prof. NING Zhi, Prof. SHI Xiaoming, and Prof. GU Dasa from the Division of Environment and Sustainability; Prof. MA Xiaojuan from the Department of Computer Science and Engineering; Prof. ZHU Pengyu from the Division of Public Policy; Prof. GAO Meng from Hong Kong Baptist University; and Prof. LI Jia from Lingnan University.
The project has also garnered strong industry support, including funding from HKUST-incubated startup Stellerus Technology Limited. Meanwhile, CLP Power Hong Kong Limited will collaborate with the project team to explore leveraging the data collected by MUSICO to complement its relevant assessments.
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