Australia’s greenhouse gas emissions have fallen by about 2% over the past year, marking a sharper shift in the country’s climate trajectory as renewable electricity, lower fossil-fuel generation and faster electric vehicle adoption begin to reshape two of its most carbon-intensive sectors. National emissions were estimated at 436 million tonnes of carbon dioxide equivalent in the year to September 2025, down 2.8% from a year earlier. For […]
The Mach33 Physical AI Fashion Show, staged on May 28 at Galaxy Robot Park in Gangdong District, placed robots in coordinated outfits beside models wearing matching designs. The display was built around a simple proposition from the company: if robots are moving into public spaces, homes, workplaces and entertainment venues, they may also need a visual identity.
Galaxy Corporation, known for linking entertainment with technology, presented the event as more than a novelty performance. Its founder and chief executive, Choi Yong-ho, has described Mach33 as a marker for a “physical AI” era in which technology is no longer confined to screens but appears in bodies that walk, gesture and interact with people. The runway show sought to show that clothing could become part of that transition, shaping how humans perceive machines and how robots fit into social settings.
The event took place inside Galaxy Robot Park, a 16,500-square-metre venue that opened in eastern Seoul on May 5. The park features humanoid robots performing K-pop routines, mock boxing matches, interactive demonstrations and other entertainment formats. The company has positioned the site as a testing ground for robot-led performance, with ambitions that extend beyond Korea into touring shows and global entertainment products.
The fashion show reflected Galaxy Corporation’s broader attempt to build a cultural brand around robotics. The company manages high-profile entertainment names including G-Dragon and Taemin, while also promoting itself as an “enter-tech” business. That combination of pop culture, stagecraft and robotics has helped it attract attention in a field often dominated by industrial automation, warehouse systems and laboratory prototypes.
The robots that appeared on the runway were not presented as replacements for human models, but as co-performers. Their value lay in the spectacle of synchronisation, movement and visual contrast. Matching outfits reduced the distance between human and machine, while the robots’ mechanical gait reminded audiences that the technology still carries limitations. The result was less a conventional fashion presentation than a staged experiment in public acceptance.
The concept also raised practical questions. Robots designed for hotels, retail, care homes, theme parks or public-facing service roles may require clothing that does more than decorate. Garments may need to allow joint movement, protect sensors, signal function, reduce intimidation and make machines more approachable. Fashion for humanoids could therefore become a niche within industrial design, combining textiles, robotics engineering and brand strategy.
Seoul’s robot catwalk arrives as Korea deepens its push into humanoid robotics. The K-Humanoid Alliance, launched in 2025, brought together major companies, universities and research institutes with the aim of strengthening national capability in AI-driven robots by 2030. Samsung Electronics has increased its stake in Rainbow Robotics to 35 per cent, while Hyundai Motor Group has expanded its work with Boston Dynamics and outlined plans tied to large-scale robot production.
Global competition is also intensifying. Tesla’s Optimus, Figure AI’s humanoid systems, Agility Robotics’ Digit and Boston Dynamics’ Atlas have pushed humanoids into investor presentations, factory trials and public demonstrations. The race is no longer limited to whether robots can walk or lift objects. Companies are now trying to define where robots will be commercially useful, how they will be priced, and how people will respond when machines occupy spaces once reserved for human workers and performers.
Fashion may appear peripheral to that contest, but public trust could become a decisive issue. Humanoids must navigate human environments where appearance, motion and social cues matter. A robot dressed for a hospital will need to project cleanliness and calm. A retail robot may need to look welcoming. A performer may need costume, hair, lighting and choreography as carefully planned as any human act.
Galaxy Corporation’s Seoul event leaned heavily into spectacle, but it also exposed the unsettled state of humanoid design. Robots still move with visible constraints, and the emotional connection that human performers build with audiences remains difficult to reproduce. The company’s bet is that entertainment can accelerate familiarity, making robots less alien before they move into other parts of daily life.
Hyundai Motor Group has committed to placing more than 25,000 Atlas humanoid robots across Hyundai Motor and Kia factories, setting up a major test of industrial automation as its South Korea labour union warns that no deployment can proceed without a formal labour-management agreement. The plan, outlined to investors this week, marks one of the most ambitious humanoid robot rollouts yet proposed by a global carmaker. The […]
Washington regulators are preparing a major shift in digital-asset oversight that could allow tokenised versions of stocks to trade on crypto platforms, opening a new front in the contest between blockchain firms and traditional exchanges. The U. S. Securities and Exchange Commission is expected to unveil an “innovation exemption” during the week of 18 May, giving selected market participants limited relief from existing securities rules while they […]
Elon Musk has signalled that SpaceX is moving towards a public listing “pretty soon”, setting the stage for what could become the largest stock market debut on record and a defining test of investor appetite for space, satellite internet and artificial intelligence businesses. Musk said he was back in Texas working on plans for the initial public offering as SpaceX prepares to open itself to public market […]
SpaceX is moving towards a record-breaking stock market debut that could value Elon Musk’s rocket, satellite and artificial intelligence empire at about $1.75 trillion, placing public investors before one of the most ambitious and complex listings ever attempted on Wall Street. The company is preparing to list on Nasdaq under the ticker SPCX as early as June, with plans that could raise roughly $75 billion. Such a […]
Tesla’s robotaxi programme is facing renewed scrutiny after crash data filed with the National Highway Traffic Safety Administration showed that its self-driving ride-hailing service remains a limited and closely monitored operation, despite repeated claims that autonomy would soon become a central pillar of the company’s growth. The disclosures show 17 reported incidents involving Tesla robotaxis between July 2025 and March 2026, most of them low-speed crashes in […]
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 Ondo Finance has opened a new route for tokenised US stocks and exchange-traded funds to move onto Hyperliquid, using LayerZero’s interoperability infrastructure to connect assets from Ethereum and BNB Chain to Hyperliquid’s HyperEVM environment. The move gives eligible users a way to transfer Ondo’s tokenised equity products through the Ondo Bridge and deploy them within one of decentralised finance’s most active trading ecosystems. The initial rollout covers […]
Washington has widened the corporate stakes around President Donald Trump’s China visit by inviting Elon Musk and Apple chief executive Tim Cook to join a business delegation accompanying him to Beijing for talks with President Xi Jinping. The trip, scheduled around high-level meetings on May 14 and 15, is being shaped as a test of whether the world’s two largest economies can stabilise a relationship strained by […]
SpaceX has moved closer to a vast semiconductor manufacturing project in Texas that could require as much as $119 billion if fully built, placing Elon Musk’s companies at the centre of a high-stakes push to secure advanced chips for artificial intelligence, robotics, vehicles and space-based computing. Filings in Grimes County show Space Exploration Technologies Corp. is seeking a property tax abatement for a proposed facility at the […]
Deliveries of Model 3 and Model Y vehicles built at Tesla’s Shanghai factory reached 79,478 units in April, including exports to Europe and other overseas markets. The figure was 36% higher than a year earlier, marking a sixth straight month of year-on-year growth, though it was 7.2% lower than March as the market moved through a seasonally softer month after a stronger end to the first quarter.
The April performance signals that Tesla is regaining some stability after a difficult stretch in 2025, when competition, pricing pressure and consumer fatigue weighed on its standing in major electric vehicle markets. Shanghai remains central to that recovery because it supplies the domestic market while also serving as a major export base for Europe, Asia-Pacific and other regions. The plant produces Tesla’s two highest-volume models, leaving its monthly output closely watched as a gauge of both local demand and overseas momentum.
Tesla sold 85,670 China-made vehicles in March, giving it a stronger base heading into the second quarter. April’s decline from that level suggests the rebound remains uneven, but the year-on-year rise points to healthier order flow than at the same point last year. The recovery has been helped by adjustments to production, export allocation and the refreshed Model Y cycle, while Tesla has continued to use financing incentives and targeted promotions to defend its share.
China’s electric vehicle market remains the world’s most competitive, with new energy vehicles accounting for a growing majority of passenger-car retail sales. April industry estimates pointed to new energy vehicle retail sales of about 860,000 units and a penetration rate above 60%, underscoring how quickly battery-electric and plug-in hybrid models are displacing petrol vehicles. That shift benefits Tesla’s broader addressable market, but it also exposes the company to fierce price competition from domestic manufacturers with faster model cycles and wider product ranges.
BYD remains Tesla’s most formidable rival, with a broad line-up spanning mass-market cars, plug-in hybrids, premium models and exports. Geely, Chery, Leapmotor, Xpeng, Li Auto, Nio and Xiaomi are also pressing deeper into the market, competing not only on price but on software, cabin technology, driving-assistance features and charging convenience. Several of these manufacturers are expanding overseas, putting pressure on Tesla in Europe and other export markets that were once more heavily dominated by the US company.
Tesla’s challenge is sharpened by the age of its core passenger line-up. The Model Y and Model 3 remain strong global sellers, but rivals are launching fresh sport-utility vehicles, sedans and compact models at a faster pace. Tesla has been working on lower-cost products and software-led upgrades to protect volumes, but investors and customers are watching closely for evidence that the company can broaden its appeal beyond its two main models.
Europe has become a key test of whether Shanghai’s output can translate into renewed international growth. Tesla sales have improved in several European markets after a weak 2025, helped by stronger demand for electric vehicles and a recovery from earlier supply disruptions. Yet the company faces a more crowded field, with BYD, Xpeng and other manufacturers gaining visibility through competitive pricing, longer equipment lists and expanded dealer networks.
Regulatory approval for advanced driver-assistance technology remains another variable. Tesla’s Full Self-Driving package is central to its long-term positioning, but approvals in China and Europe have moved cautiously. Wider deployment could support margins and brand differentiation, though regulators continue to scrutinise safety, data handling and driver-monitoring requirements. Without a faster software rollout, Tesla’s sales recovery will depend more heavily on vehicle pricing, product updates and production efficiency.
Tesla’s first-quarter global deliveries stood at 358,023 vehicles, with Model 3 and Model Y accounting for 341,893 units. That concentration highlights the importance of Shanghai’s April result: the plant is not merely a regional asset but a major pillar of the company’s global volume strategy. Stronger China-made deliveries can ease pressure on other factories, support export flexibility and help Tesla manage inventory across markets with uneven demand.
Slate Auto, the electric vehicle start-up backed by Jeff Bezos, has raised $650 million as it pushes towards launching an affordable electric pickup priced in the mid-$20,000 range, handing the company one of the bigger funding rounds in a US EV market that has turned markedly harsher for newcomers. The company said the money will support the rollout of its first vehicles later this year, with […]
OpenAI has accused Elon Musk of staging a last-minute legal manoeuvre ahead of a jury trial due to begin on 27 April in Oakland, California, deepening a dispute that has grown from a fight over the company’s founding ideals into one of the most consequential courtroom battles in artificial intelligence. The latest exchange came after Musk amended his claims against OpenAI and Microsoft, widening the remedies he […]
Tesla is developing a smaller, lower-cost electric sport utility vehicle in a move that could reopen its path into the mass market after years of focusing investor attention on autonomy, robotics and premium technology bets. People familiar with the plan told Reuters the company has approached suppliers in the past few weeks to discuss a compact SUV that would sit below its current line-up on size and […]
Being the only B2B international fastener trade show in Taiwan, Fastener Taiwan showcases a comprehensive spectrum of products and services, including finished fasteners, fastener machines and materials, molds and tooling, inspection instruments, and hand tools.
Innovative and value-added solutions can be found from key participants including Sheh Fung, a leader in high-end painted screws; ZYH YIN, the primary screw supplier to IKEA; TAIWAN SHAN YIN, providing dental implants and automotive components, and SPEC, a qualified supplier for global brands like Tesla and Mercedes-Benz. Additionally, Taiwan Steel Group (TSG) will present integrated solutions for the aerospace and renewable energy industries, while machinery giants like JERN YAO and CHIEN TSAI will debut energy-efficient forging and thread-rolling technologies.
International brands are increasingly drawn to Taiwan’s growing markets, with exhibitors like Germany’s Dörken Coatings and Achilles Seibert, Japan’s Fukae Spring, and Korea’s HAWERS utilizing the show to expand their global reach.
Beyond the abundant display, Fastener Taiwan features the Global Fastener Forum, where industry experts discuss industry development and analyze regional regulations and opportunities. The Procurement Policy and Market Briefing will host leaders from major European distributor associations- EFDA, BIAFD and FDS, to discuss the implications of the EU CBAM and evolving procurement standards. To offer a deeper perspective, the Site Visit program provides buyers with exclusive access to local factories to witness fastener production process firsthand, while One-on-One Sourcing Meetings offer opportunities to discuss specific enquiries.
Fastener Taiwan 2026 is more than a trade show; it is where global industry leaders gather to forge the next decade of success. We invite professionals from all sectors, especially the aerospace, semiconductor, infrastructure, medical, and construction sectors, to register for visit now (https://reurl.cc/O6XXD9) to empower your business through fastening innovation.
Hashtag: #FastenerTaiwan2026
The issuer is solely responsible for the content of this announcement.
Ondo Finance drew fresh attention after Stockcoin. ai said its beta platform had gone live with AI-powered access to tokenised US stocks and stock-linked futures, a launch that placed Ondo’s on-chain equities infrastructure at the centre of another push to merge traditional markets with crypto rails. Social posts cited by search results from Ondo Finance described Stockcoin. ai as live for beta testing and positioned the service […]
A collision involving a vehicle using Tesla’s Full Self-Driving system has intensified scrutiny of advanced driver-assistance technologies, with safety experts warning that growing reliance on automation is eroding driver vigilance and creating a dangerous “supervision trap”. The incident, which involved a Tesla operating with its Full Self-Driving software engaged, has prompted renewed debate among regulators, engineers and road safety specialists about the limits of semi-autonomous systems. While […]
Elon Musk has unveiled a plan to integrate Tesla, SpaceX and xAI into a new semiconductor initiative in Texas, marking a deeper push into controlling the hardware underpinning artificial intelligence systems. The project, described internally as “Terafab”, aims to develop advanced chips tailored for AI training, robotics and space applications. The initiative reflects a broader shift among technology companies seeking to reduce dependence on external suppliers such […]
Federal safety regulators have widened scrutiny of Tesla’s driver-assistance technology, focusing on how the company’s Full Self-Driving system performs in adverse conditions and the continued absence of LiDAR sensors in its design. The move by the National Highway Traffic Safety Administration signals mounting concern over whether camera-based systems can reliably interpret complex environments such as fog, heavy rain and low-light scenarios. Investigators are examining a growing body […]
Elon Musk has been found by a jury to have misled Twitter investors during his 2022 takeover bid, concluding that his public statements about the social media platform contributed to financial harm for shareholders as he pursued a lower acquisition price. The verdict centres on claims that Musk, while negotiating the $44 billion deal to acquire Twitter, publicly criticised the company’s handling of spam and bot accounts […]
Tesla is assessing temporary policy changes for its Supercharger network across Gulf countries following heightened regional security tensions linked to Iran, amid unverified claims circulating online that the company has already made charging free in the region. No official confirmation has been issued by Tesla or its chief executive Elon Musk that all Supercharger services in Gulf Cooperation Council markets have been made free of charge. Industry […]
VinFast plans to restart construction of its electric vehicle manufacturing complex in North Carolina this year, even as the Vietnamese automaker reported a deeper quarterly loss driven by rising costs tied to expansion, marketing and production ramp-ups.
The company said the project in Chatham County will move forward after earlier delays tied to supply-chain adjustments and financing decisions. The facility, once completed, is expected to anchor VinFast’s ambitions in the United States market, producing electric sport utility vehicles and battery packs aimed at competing with established global manufacturers.
The announcement came alongside financial results that showed losses widening in the final quarter of the year as the company continued investing heavily in overseas manufacturing capacity and global sales networks. VinFast, part of Vietnam’s conglomerate Vingroup, has been expanding aggressively beyond Southeast Asia in a bid to gain a foothold in one of the world’s largest electric-vehicle markets.
Chief executive Le Thi Thu Thuy said the company remained committed to its strategy of building a manufacturing presence close to customers in key markets. Executives argue that local production in the United States will help VinFast reduce logistics costs, navigate tariff regimes and qualify for incentives tied to domestic manufacturing under US clean-energy policies.
The North Carolina facility represents one of the most significant foreign manufacturing investments announced by a Vietnamese company. Plans call for an initial production capacity of around 150,000 vehicles annually once the site becomes operational. The project also includes battery production facilities and a supplier ecosystem expected to attract component manufacturers to the region.
Construction began after the project was announced with strong backing from state authorities, who offered incentive packages to attract the investment. Delays followed as the company reviewed construction schedules and adjusted financing strategies while global demand for electric vehicles experienced uneven growth. VinFast has now indicated work will restart this year as preparations move into the next phase.
The company’s financial statements showed that aggressive expansion continued to weigh on profitability. VinFast has been spending heavily on vehicle development, dealer networks, charging infrastructure partnerships and marketing campaigns in North America and Europe. These investments have expanded operating losses even as vehicle deliveries increased.
VinFast’s product portfolio currently includes several electric SUVs, including the VF 6, VF 7, VF 8 and VF 9 models, which target different segments of the global market. Early deliveries in the United States began with the VF 8, while additional models are being introduced gradually as the company builds service and distribution networks.
Industry analysts say VinFast’s strategy mirrors that of other emerging electric-vehicle manufacturers that are prioritising market share and brand recognition over short-term profitability. Building manufacturing capacity in major markets is seen as essential for competing with established automakers and benefiting from incentives tied to local production.
Global demand for electric vehicles continues to grow, though the pace has moderated in some markets as higher interest rates and infrastructure challenges influence consumer purchasing decisions. Established manufacturers including Tesla, General Motors and Ford have adjusted production plans in response to evolving market conditions, while new entrants continue pushing forward with long-term investments.
VinFast’s push into the United States comes as competition intensifies across the electric-vehicle sector. Chinese manufacturers have rapidly expanded production capacity and export volumes, while European and North American automakers are investing billions of dollars in battery technology and electric platforms.
Executives at VinFast argue that the company’s vertically integrated model, which includes battery development and vehicle production within the broader Vingroup ecosystem, gives it flexibility to adapt to changes in supply chains and technology. The company has also explored partnerships with technology firms and battery specialists as it scales manufacturing.
North Carolina officials have described the planned factory as a potential economic catalyst for the region, with expectations of thousands of jobs and the development of an automotive supply chain around the plant. Infrastructure upgrades and workforce training programmes are being planned alongside the project as authorities prepare for construction to accelerate.
VinFast’s global expansion forms part of Vietnam’s broader push to develop advanced manufacturing industries capable of competing internationally. The country has emerged as a major hub for electronics production, and policymakers have encouraged the growth of domestic companies capable of expanding into high-technology sectors such as electric mobility.
Financial markets have watched VinFast closely since its public listing in the United States, where its share price has experienced sharp swings amid changing investor expectations about the pace of growth in the electric-vehicle sector. Investors have been assessing the company’s ability to scale production, expand deliveries and narrow losses as global competition intensifies.
Lucid Motors has begun rolling out Apple CarPlay and Android Auto compatibility to owners of the Lucid Gravity through a phased over-the-air software update, marking a notable step in the electric-vehicle maker’s effort to strengthen its in-car digital ecosystem. The update enables drivers to connect their smartphones directly to the Gravity’s infotainment system, allowing access to navigation, messaging, music and other mobile applications from the vehicle’s display. […]
