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Fine-Tuning the Future of AI: Argonautic is proud to support the evolution of the AI ecosystem and the entrepreneurs powering the innovation

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SEATTLE, Sept. 30, 2024 /PRNewswire/ — In the evolving landscape of artificial intelligence and machine learning, foundation models – the backbone of predictive tasks – have captivated the tech world. Their ability to perform learning tasks are transforming the way we approach natural language processing, computer vision, and signal processing. At Argonautic, while we acknowledge the pivotal role foundation models play in the AI value chain, it is our perspective that the verticalization of these models under direction of teams with unparalleled subject matter expertise and access to proprietary training data aligns with our capital efficient thesis versus new generalized foundation models which require high upfront training costs initially and face price commoditization in the long run.

Foundation models are pre-trained deep learning models that serve as the versatile and general base for computationally-intensive predictive tasks. Foundation models are then ‘fine-tuned’ to perform function specific tasks for a given use case. The term was coined by Stanford Academics in 2021 and surged in popularity in 2022 to describe the models which were breaking out at the time.  Foundation models are especially recognized for their ability to perform ‘zero-shot’ and ‘few-shot’ learning tasks, where a task is performed with few or zero examples previous given to the model.

Argonautic believes that while the evolution of foundation models is crucial for the advancement of AI and technology overall, business models which focus on building these baseline models have high capital requirements and likelihood of commoditization over time. Instead, we believe teams building models with strong subject matter expertise and knowledge of the problem to be solved (which may be built on these generalized models) will reliably come out ahead in solving the most important problems. These teams have unique access to proprietary data that can be used to train their fine-tuned models and unique distribution channels that more seamless inserts AI-powered tools into business workflows.

Foundation models are commonly used for a variety of natural language processing, computer vision, and signal processing tasks. Open AI’s “GPT-N” series captured the general public’s attention with its ability to craft coherent seeming text given a wide range of prompts. At its core, GPT-N simply predicts the next word in a sentence, which when scaled produces coherent seeming responses. It is trained on a large “corpus” of text data sourced mainly from the open internet but also from, forums, publications and  books.

Argonautic maintains a strategic focus on industries with use cases that require verticalized models. While recognizing the importance of foundation models in advancing AI and machine learning, it is clear that the concentration on constructing baseline models carries inherent limitations. Instead, Argonautic partners with teams with strong subject matter expertise to build models tailored to specific problem domains, leveraging their unique access to proprietary data and distribution channels. In the context of foundation models, Argonautic acknowledges the widespread applicability in natural language processing, computer vision, and signal processing tasks. By emphasizing the importance of fine-tuning to achieve verticalization, Argonautic underscores the ability of companies to specialize their models while benefiting from the underlying foundation model’s conversational interface. In this landscape, Argonautic positions itself against significant capital deployment in general foundation models due to diversification risks and concerns about the potential disruption posed by open-source models and new architectures.

For a generalized foundation model to become ‘verticalized’, it must be “fine-tuned” by passing in an extra set of domain specific data to tailor the generalized model for a use case. This allows companies to specialize their models while still benefiting from the conversational interface of the underlying foundation model. OpenAI’s ChatGPT, Alphabet’s Gemini, Meta’s Llama and others are foundation model driven businesses, which enables teams to build while avoiding billions of dollars of initial training costs.

Training a foundation model from scratch is a large, expensive, and important data engineering undertaking. The architecture of these models typically rely on transformers, which have been the industry standard for a number of years. Where it differs is the scale. The success of foundation models depends on the ability to seamless aggregate vast amounts of data with trillions of parameters. At the time of writing, this costs in the order of billions of dollars and will only grow as customer demands outpace the cost trends of computation and storage.

Argonautic does not believe general foundation models to be an area of capital deployment given our investment style. First, they require large checks which create diversification risk for our investors. Second, we are wary of the risk of open-source foundation models and new architectures disrupting the economics of proprietary models. For example, Retrieval Augmented Generation has changed the way enterprises look at retraining. Staying on are ahead of the curve is expensive and risky. 

Pre-dating the explosion of interest in private sector machine learning models, Argonautic believes the value of a model comes from a few areas: (1) unique architecture which gives it a technical or economic advantage (2) proprietary data which lets the model produce unique insights (3) ability to integrate seamlessly into existing workflows. Unique architecture is often spun off from academic institutions with heavy financial backing. As such our area of interest is in teams who have demonstrated the ability to use their unique insight to solve a specific problem. Teams in the space tend to work on verticalized foundation models which take general foundation models a step further with proprietary expertise.

For example, our portfolio company Cognaize, which automates financial spreading for large financial institutions, has accumulated years of financial data which allows it to fine-tune a defensible, verticalized foundation model in the financial technology space. Similarly, Document Crunch, which analyzes construction contracts for conflicting language, uses a corpus built over a number of years to produce exceedingly accurate results for its customers. ConCntric’s platform allows it collect data which will eventually inform its own powerful predictive model. The specific problems our protein engineering teams solve cannot be adequately addressed by a general model. The model’s differentiation for our teams is only possible because of the expertise of the overall team and is not reliant on a lasting technical edge.

As such, more important than ever, Argonautic is interested in teams that know the problem and market they are solving better than anyone else. This also protects companies from future disruption. Even with the next generation of trends, such as automated ‘AI agents’, we believe that teams with strong subject matter expertise are equipped to stay ahead of the pack. It is our view that general foundation models will never be able to solve a specific more reliably than a combination of an elite team that understands a problem and verticalized foundation model.

Argonautic is proud to have been deploying into AI since our founding. As technologists, we are excited to watch the field continue to change the world and as investors we see the opportunity to support this growth.

About Argonautic:

Founded in 2017, Argonautic is a AI/ML B2B venture capital fund investing across Fintech, Construction Tech and Biotech. Argonautic invests in entrepreneurs who are redefining the future of technology and innovation.

For more information, visit argonauticventures.com.

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WOMEN in the Spotlight! The 2026 Yiwugo Top Boss Ladies Awards Gala Held

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1 hour ago

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April 18, 2026

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YIWU, China, April 18, 2026 /PRNewswire/ — Yiwugo.com, the official website of the Yiwu Commodity Market, is the largest commodity wholesale market in the world. In the bright and warm days of April, with spring in full bloom, the grand ballroom on the third floor of the Yiwu Marriott Hotel was a vibrant gathering. Outstanding female entrepreneurs from various sections of the Yiwu Market gathered in their elegant attire to share the glorious moment of the 2026 Yiwugo Top Boss Ladies Awards Gala. The selection campaign, launched on March 8, attracted thousands of female entrepreneurs from the Yiwu Market. Voting was conducted across the Yiwugo app, official WeChat accounts, and the website. The evaluation criteria continued to cover multiple dimensions, including Business Excellence and Image Excellence, aiming to fully showcase the achievements of Yiwugo’s female entrepreneurs and their enterprises in areas such as digital transformation, overseas market expansion, and global supply chain integration.

Ultimately, the title of 2026 Yiwugo Top Boss Ladies was awarded to: Fu Jiangyan (Zhangweichao Socks Firm), Xu Xiaohui (Little Bee Towels), Peng Jirong (Dongyang Jirong Plastic Industrial Co., Ltd), Li Chuanzhi (Chengfa Tableware Firm), Wang Xiaohong (Yiwu Aishang Daily Necessities Factory), Bao Qiaoli (Bole Plush Pendant Toy), Li Hong (Yiwu Hanbang Daily Necessities Firm), Wu Yajun (Ziyi Stationery Firm), Wang Chunxing (Butterfly Fly Lace Firm), and Zheng Huili (Yiwu Lihong household products Co., Ltd).

In addition, twenty other entrepreneurs, including He Wenjuan (Zhihua Jewelry Box), Jin Chengfeng (Lanmo Textile Co., Ltd), Cui Yanping (Xin Tai Yang Shower Curtain And Towel Factory), and Zhang Huoqing (Happy Sisters Plush Toy), received the Top Boss Ladies Nomination award.

“Women hold up half the sky” – nowhere is this more evident than in the Yiwu Market. To showcase the entrepreneurial spirit and “she-power” of female business owners in the market, Yiwugo launched the Top Boss Ladies Awards in 2016. To date, this campaign has been held for 11 consecutive years, becoming one of the benchmark activities in the Yiwu Market.

Over the years, driven by this campaign, participating female entrepreneurs have become increasingly active, with nearly 700 Top Boss Ladies recognized. They have not only steadfastly managed their shops but have also leveraged their unique empathy and customer insight as female entrepreneurs to drive comprehensive brand upgrades, from product innovation to communication methods, breathing new life into traditional brands in the new era.

Amid the surging digital wave, artificial intelligence is reshaping industries at unprecedented speed and scale. This year’s Top Boss Ladies winners and nominees have bravely stepped into the spotlight, keeping pace with the times, actively embracing evolving business models and technological change. By replacing experience with data, using digital platforms to break geographical boundaries, and leveraging digital intelligence to break through development bottlenecks, they are driving a transition from OEM exports to global branding.

Fu Jiangyan of Zhangweichao Socks Firm is a typical example. Having shifted from initially waiting for customers to now skillfully using AI tools and mastering live streaming and short videos, she has used the platform as a lever to swiftly move her traditional foreign trade enterprise into a new stage of digital-intelligent trade, applying new technologies and business models to enhance enterprise development.

This year marks the 20th anniversary of the introduction of the Yiwu Development Experience. Over the past two decades, the Yiwu Market has completed its iterative upgrade from market stalls to a global digital trade center. Generations of business owners have transformed from street stall vendors into modern commercial entities, achieving a deep integration of personal growth with the market’s development. Yiwugo, always in sync with the rhythm of the Yiwu Market, will continue to focus on its female entrepreneurs, constantly uncovering their vivid and dynamic stories of striving, thoughtfully documenting the journeys of these resilient women who shine in their own quiet ways, and witnessing, supporting, and accompanying their growth and success.

As a local e-commerce platform rooted in and serving the market, Yiwugo will continue to gain deeper insights into user needs, strengthen its technological capabilities, explore cutting-edge applications, and accelerate product iteration. Amid a volatile external environment, it will connect market entrepreneurs with more global resources, helping them expand into broader international markets.

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SOURCE Yiwugo.com

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KTGHR leverages AI-powered real-time transaction capabilities to expand its e-commerce infrastructure, reshaping the engine of enterprise growth.

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April 18, 2026

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DALLAS, April 18, 2026 /PRNewswire-PRWeb/ — Against the backdrop of artificial intelligence continuously reshaping the global business landscape, KTGHR officially launched its new B2B AI-powered intelligent solution for enterprises, dedicated to helping them achieve comprehensive upgrades in cost reduction and efficiency improvement, precise customer acquisition, and intelligent operations.

KTGHR Launches New B2B AI Solution, Reshaping the Engine of Enterprise Growth

As an innovative platform focused on the deep integration of AI technology and business scenarios, KTGHR’s newly released system integrates core functions such as intelligent data analysis, AI-automated marketing, customer behavior prediction, and intelligent customer service. This enables enterprises to make rapid decisions in a complex and ever-changing market environment, achieving sustained business growth.

AI-Driven Precise Customer Acquisition, Comprehensively Improving Conversion Efficiency KTGHR uses advanced algorithm models to conduct in-depth analysis of global market data, helping enterprises accurately target potential customer groups. The system can automatically generate high-conversion marketing content and intelligently distribute it through multiple channels, significantly improving customer reach and conversion rates, enabling enterprises to truly achieve “automated customer acquisition.”

Intelligent Operation System, Relieving Pressure on Human Resource Costs With AI-automated processes, KTGHR can intelligently handle order management, customer follow-up, and data statistics, reducing manual intervention and improving overall operational efficiency. Enterprises can complete global business layouts without a large team.

Integrated B2B Ecosystem, Connecting the Global Supply Chain KTGHR is not just an AI tool platform, but a complete B2B ecosystem. By integrating supply chain resources and intelligent matching mechanisms, it achieves efficient connections between supply and demand, helping companies rapidly expand into international markets and build a borderless business network.

Technology Empowering the Future, Driving Enterprise Digital Transformation KTGHR states that it will continue to increase investment in artificial intelligence, promoting the implementation of more innovative functions to help companies seize opportunities in the digital economy era. With the continuous maturation of AI technology, the B2B industry is ushering in unprecedented development opportunities.

The launch of KTGHR is not only a technological upgrade but also a revolution in business models. For companies seeking breakthroughs and growth, this may be a key step towards the next stage of success.

KTGHR leverages advanced AI algorithms and big data analytics capabilities to achieve a leap from “information matching” to “intelligent decision-making.” The platform can automatically match supply and demand, accurately recommending high-potential partners, significantly reducing the time and cost for companies to find customers and supply chain resources.

By intelligently analyzing market trends and user behavior, KTGHR helps businesses anticipate opportunities, making every transaction more efficient and precise.

End-to-End Intelligent Management, Creating a Seamless Business Ecosystem

KTGHR is not just a transaction platform, but a complete AI business ecosystem. Its core functions include:

AI-powered Intelligent Customer Matching and RecommendationReal-time Data Analysis and Business ForecastingAutomated Order and Supply Chain ManagementSeamless Global Market Connection

Whether you are a small or medium-sized enterprise (SME) or a large multinational corporation, you can achieve digital transformation and global expansion through KTGHR.

Cost Reduction and Efficiency Improvement, Unleashing Business Growth Potential In the traditional B2B model, high communication costs, information asymmetry, and low conversion rates have long been problems. KTGHR, through AI-automated processes, significantly reduces human intervention, helping businesses: Reduce operating costs Increase conversion rates Shorten transaction cycles Enhance customer experience Allow businesses to truly focus on core business and strategic growth.

Seize the AI Business Opportunities and Win the Future As artificial intelligence technology matures, the B2B industry is entering a new era of “intelligent-driven” growth. KTGHR stands at the forefront of this transformation, providing businesses with a sustainable competitive advantage. Choosing KTGHR is not just choosing a platform, but choosing a high-speed gateway to the future of business. For more information, please visit the official KTGHR platform and begin your AI-powered business journey.

Media Contact

William, Ktghr.com, 1 +14255550100 99762, service@ktghr.it.com, Ktghr.com

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SOURCE Ktghr.com

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Link Infinite: Hollyland Pyro Ultra Simplifies Multi-User Monitoring with 4K60 Wireless

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3 hours ago

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April 18, 2026

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SHENZHEN, China, April 18, 2026 /PRNewswire/ — Hollyland, a global provider of professional wireless audio and video solutions, today announced the launch of Pyro Ultra, the new flagship in its Pyro series, featuring next-gen wireless video transmission technology that enables streamlined setup and uncompromised real-time performance. Engineered for professional creators and high-end production environments, Pyro Ultra balances high-performance transmission with practical on-set usability.

Building on Hollyland’s self-developed TWiFi technology, Pyro Ultra delivers one-to-many transmission, native 4K60 support, and a dedicated ultra-low-latency mode for focus pulling. Fully integrated into the Pyro ecosystem and equipped with DFS-ready operation, it is built to meet the demands of modern digital cinema workflows.

The New Standard for One-to-Many On-Set Transmission

In today’s production landscape, the video village is no longer confined to a single monitor. Directors, assistants, clients, and multiple departments require simultaneous, high-fidelity access to the live image across different positions on set.

While existing systems often force a choice between costly, over-engineered solutions and entry-level gear that struggles in demanding environments, Pyro Ultra offers a third approach. As one-to-many transmission becomes increasingly common across productions, it can introduce practical limits on device count and system stability in larger setups. Pyro Ultra’s Broadcast Mode addresses the issue by enabling a single transmitter to connect with an unlimited number of receivers, creating a fluid workflow. Every department, from lighting to hair and makeup, can monitor independently, which helps eliminate bottlenecks and accelerate decision-making.

Cinematic 4K60 Clarity Without Compromise

Image integrity is central to Pyro Ultra. With support for 4K60 transmission, the system delivers the detail and color accuracy required for high-end videography work. It also supports fractional frame rates, including 23.98 and 59.94 fps, commonly used in broadcast and professional pipelines. Its native compatibility enables direct connection to switchers and monitors without external converters, simplifying the signal path and reducing potential points of failure.

20ms Latency for Precise Focus Pulling

For first assistant camera operators and focus pullers, every millisecond counts. Pyro Ultra’s dedicated Focus Mode cuts latency to just 20ms, ensuring the real-time responsiveness needed for razor-sharp adjustments at any distance. The technical edge provides the freedom to navigate tight spaces or complex choreography with absolute confidence.

Powered by TWiFi Technology

At the core of Pyro Ultra is Hollyland’s TWiFi (dual-band wireless) technology. It leverages intelligent frequency management across the 2.4 GHz and 5 GHz bands to enable automatic hopping, ensuring a stable, high-bitrate connection even in congested RF environments. Pyro Ultra’s robust link supports a 1.5 km (4,900 ft) range and is fully DFS-ready, providing professional crews with reliable, globally compliant operation

Engineered for Modern Workflows & Seamless Integration

Pyro Ultra is built for today’s hybrid production workflows. With UVC (USB Video Class) support, it can connect directly to a computer for instant webcam functionality, removing the need for a capture card. Its RTMP support enables direct streaming to web platforms, simplifying remote collaboration. As part of the Pyro ecosystem, Ultra integrates seamlessly with existing Pyro devices. The modular design allows production teams to scale their setups based on project requirements, ensuring consistent performance across different production scenarios.

Pricing and Availability

Launched on April 18, 2026, Hollyland’s Pyro Ultra is now available through local distributors, the official Hollyland online store, and the Hollyland Amazon store.

The 1TX/1RX kit is priced at $1,199, and the 1TX/2RX kit at $1,699. Individual units can also be purchased separately, with transmitters starting at $699 and receivers at $579.

For more information, visit https://www.hollyland.com/product/pyro-ultra

About Hollyland

Hollyland is a leading provider of wireless products, specializing in wireless intercom systems, video transmission systems, monitors, wireless microphones, and live streaming cameras. Since 2013, Hollyland has been serving millions of users around the world in various sectors, including filmmaking, telecasting, video production, live events, exhibitions, theaters, houses of worship, and individual content creators. It has built a sales network covering approximately 150 countries and regions with support from dozens of localized operation offices worldwide. For more information, please visit https://www.hollyland.com/, Hollyland Facebook, and Hollyland Instagram.

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