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poolside and AWS announce strategic agreement to enable secure, customized generative AI for software engineering on Amazon Bedrock and Amazon Elastic Cloud Compute (EC2)

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New offering will make it easier for customers to run poolside in their existing AWS environmentpoolside software engineering foundation models are now available on Amazon Elastic Cloud Compute (EC2) and coming soon to Amazon Bedrockpoolside leverages AWS Trainium chips to power inference for generative AI models

LAS VEGAS, Dec. 4, 2024 /CNW/ — At AWS re:Invent, Amazon Web Services (AWS), an Amazon.com, Inc. company (NASDAQ: AMZN) and poolside, the frontier artificial intelligence (AI) unicorn valued at $3 billion in an October funding round, today announced a multi-year agreement to make poolside’s generative AI Assistant and foundation models (FMs) available in Amazon Bedrock. Amazon Bedrock is a fully-managed service that offers developers access to high-performing models from leading AI companies through a single API. As a result, enterprise customers will soon be able to customize poolside’s generative AI Assistant for software development with their own data, leveraging the security, privacy, and performance of AWS.

As part of the agreement, poolside will also leverage AWS Trainium chips to power inference for its malibu and point foundation models, enabling optimal price performance for customers. AWS Trainium is a high-performance machine learning chip designed to reduce the time and cost of running generative AI models. AWS customers are now able to deploy poolside securely on Amazon Elastic Cloud Compute (EC2) and will soon be able to so through Amazon Bedrock, relying on Amazon EC2 Trainium instances for inference.

Solving for the generative AI needs of enterprise organizations
Bringing poolside’s models to Amazon Bedrock and EC2 provides enterprise customers of both companies with a unique advantage to solving complex software engineering tasks and driving development productivity for their organizations through generative AI. poolside FMs are designed to be fine-tuned with each business’s code and data, producing a proprietary generative AI model and software engineering assistant for that specific business. poolside in Amazon Bedrock and EC2 will enable enterprise organizations to meet security, privacy and compliance concerns and quickly deploy their custom generative AI models. AWS customers will be able to deploy poolside models where their data is stored, within their firewalls, on the world’s most secure cloud, and with no data shared back with poolside.  

poolside’s Reinforcement Learning From Code Execution Feedback (RLCEF) technique runs on AWS today, powering approximately one million container images, while allowing for 10,000 code executions per minute. RLCEF allows poolside to generate synthetic training data at scale by exposing models to realistic coding tasks in real-world code bases, providing feedback based on code execution, and employing a large-scale Reinforcement Learning approach for training. Proving RLCEF at scale is what allows poolside models to train on increasingly more data without relying on any of their customers’ data – enabling enterprise customers to deploy models securely and privately.

“We’ve been incredibly impressed with the AWS team and are excited to partner on this journey to unlock more of the potential of AI for software development,” said poolside CEO Jason Warner. “Today, the majority of developers sit within an enterprise environment where access to these tools is scarce and their full potential is not yet realized. Companies of this scale need a tailored model that can both capture their proprietary knowledge and learn from their interactions over time. That is what we’ve built, and AWS’s reputation and depth within the enterprise is key to accelerating adoption and impact.”

“Giving AWS customers the flexibility to run poolside in Amazon Bedrock or on their own EC2 instances will further enhance their ability to innovate with generative AI,” said Dave Brown, Vice President, AWS Compute & Networking Services. “poolside offers a unique solution for software engineering teams of large enterprise customers looking to build and scale generative AI applications through foundation models without sacrificing privacy and security. It’s yet another way for enterprise organizations to leverage their internal knowledge base to build proprietary, tailored solutions.”

Streamlined procurement, contracting, and budgeting through their relationship with AWS makes it even easier for AWS customers to experiment securely with poolside.

Models for specific use cases
AWS is the first cloud provider to offer fully-managed models from poolside. The poolside Assistant is powered by models ideal for software development and coding-related use cases: poolside’s malibu and point generative AI models. poolside’s FMs are trained on the world’s largest pool of code execution data and fine-tuned on how large enterprises write software. malibu is highly versatile and excels at tackling complex engineering challenges, delivering intricate code generation and test and documentation generation. point is engineered for rapid code completion, leveraging advanced context awareness to accurately predict developers’ needs. point offers real-time suggestions for algorithm optimization and design patterns. With poolside, Amazon Bedrock customers will soon have their own proprietary models, fine-tuned on their own data, that continuously learn how their developers write code.

About poolside
poolside is building the world’s most capable AI for software development. Its foundation model – built from the ground up – gives companies a private and secure alternative that can be tailored to their environment and that continuously learns from their usage and interactions. Headquartered in the U.S., poolside has amassed a powerhouse team of applied researchers and engineers from Deepmind, Yandex, Amazon, Uber, and more, and a go-to-market team led by Paul St. John, previously CRO at GitHub. poolside is backed by Bain Capital Ventures, DST Global, Felicis Ventures, Redpoint Ventures, and other institutional investors as well as corporates and leading angel investors. For more information, visit www.poolside.ai.

poolside Media Contacts
press@poolside.ai

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SOURCE poolside

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Ant Digital Technologies CTO: The Agent Economy’s Four Fault Lines Demand a Ground-Up Infrastructure Redesign

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HONG KONG, April 21, 2026 /PRNewswire/ — On April 20, Ant Digital Technologies introduced its architectural vision for the agent economy at Hong Kong Web3 Festival — the “4R Full-Stack Architecture,” comprising four layers: Agentic Runtime, Payment Rails, Agent Registry, and Root Infrastructure — aimed at providing AI agents with foundational technical infrastructure covering identity, payments, risk control, and regulatory compliance.

In her keynote, Dr. Yan Ying, CTO of Ant Digital Technologies identified four fundamental fault lines in the current foundations of the agent economy: execution failures arising from prompt logic vulnerabilities, an accountability vacuum caused by AI’s lack of verifiable identity, transactional barriers stemming from payment gateways designed around human principals, and collaboration risks that emerge when unfamiliar agents cannot establish mutual trust. “This cannot be resolved by patching software,” she stated. “It requires a ground-up redesign at the infrastructure layer.”

The core product of the Agentic Runtime layer is DT Claw, which embeds the CARLI safety model to enforce behavioral constraints on agents at the execution level, supports multi-model compatibility and financial-grade compliance standards, and is designed to ensure that every AI operation is controllable, auditable, and recoverable.

The Payment Rails layer establishes a native on-chain payment channel that integrates agent-driven intelligent decision-making with verifiable credential chain technology, enabling precise identification of payment intent and end-to-end security while delivering full transaction transparency and immutability. For high-frequency micropayment scenarios, the platform builds a native instant settlement network supporting cross-chain, multi-asset seamless transfer and intelligent routing, significantly improving capital turnover efficiency. Additionally, by providing a standardized developer toolchain and a frictionless wallet integration experience, the solution substantially lowers both development barriers and end-user adoption costs — forming a payment closed-loop that balances financial-grade security with best-in-class usability.

The Agent Registry layer issues on-chain identities to each agent based on the DID (Decentralized Identifier) standard and ERC-8004, ensuring every instance of inter-agent collaboration is traceable and verifiable. The Root Infrastructure layer serves as the architectural foundation, leveraging Jovay Layer2 to achieve sub-120-millisecond transaction confirmation in support of AI micropayments, and combining ZKVM technology to enable off-chain computation with on-chain verification — resolving the computational trust problem inherent in the AI economy. As Yan Ying put it, “Root Infrastructure uses blockchain and privacy-preserving computation to provide agents with a tamper-proof contract execution environment. Even two agents with no prior relationship can establish trust through code and transact with confidence.”

AI is currently progressing from the Chat phase through the Action phase and into the era of the agent economy. Yan Ying argued that the defining transformation of this third phase lies not in AI becoming more intelligent, but in AI beginning to hold assets and exercise transactional authority. She noted that over the past decade-plus, Ant Digital Technologies has accumulated deep engineering expertise across financial-grade security, privacy computing, blockchain, and compliance systems — and that the 4R Architecture represents a ground-up research and development effort built upon that foundation.

 

View original content to download multimedia:https://www.prnewswire.com/apac/news-releases/ant-digital-technologies-cto-the-agent-economys-four-fault-lines-demand-a-ground-up-infrastructure-redesign-302748251.html

SOURCE Ant Digital Technologies

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Candid Appoints Andrew Shaw as Chief Product & Technology Officer to Accelerate Platform Growth

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Seasoned product leader joins from OLX to scale Candid’s Live Marketing™ AI infrastructure across the UK and beyond

LONDON and AMSTERDAM, April 21, 2026 /PRNewswire/ — Candid, the platform-based advertising, marketing and communications group operating across the Netherlands and the United Kingdom, has today appointed Andrew Shaw as Chief Product & Technology Officer (CPTO), effective immediately.

Working at group level, Shaw assumes responsibility for Candid’s product strategy, technology infrastructure and the scaling of its agency brands and capabilities. His appointment comes at a pivotal moment for the group, with strong and growing market demand for Candid’s proprietary Live Marketing™ platform — an integrated, AI-powered infrastructure spanning strategy, campaigns, media and creative. Shaw’s immediate mandate is to accelerate its development and bring it to enterprise scale.

Shaw joins with a strong international pedigree in product leadership and technology innovation. He was most recently Director of Product at OLX in Amsterdam, and prior to that held a comparable senior product role at adidas in Germany. Originally from South Africa, Shaw spent over five years in Germany before relocating to the Netherlands four years ago, where he has built deep expertise working within complex, international technology organisations.

In his new role, Shaw will work across Candid’s group of agencies and brands — building the product and technology foundations that underpin the group’s client proposition and ensuring the Candid platform maintains its competitive edge in a fast-evolving market.

Andrew Shaw, Chief Product & Technology Officer, Candid:

“My remit is clear: to take Candid’s Live Marketing™ infrastructure from proven technology to a truly differentiated, enterprise-grade and scalable platform — one that holds its competitive advantage in a market that is moving fast.”

Gerard Ghazarian, Founder & President, Candid:

“Andrew brings exactly the depth of product and technology leadership that this moment calls for. He will be instrumental in shaping our product strategy and in building the technology organisation we need to realise our ambitions — in the UK, the Netherlands, and beyond.”

Shaw’s appointment represents a significant step in Candid’s continued investment in its technology capabilities and leadership team. As the group scales across its agency brands and geographies, this appointment signals an unambiguous commitment to building a robust, future-proof platform that delivers tangible, measurable value for clients and brand partners across the portfolio.

Photo – https://mma.prnewswire.com/media/2960657/Candid.jpg

View original content:https://www.prnewswire.co.uk/news-releases/candid-appoints-andrew-shaw-as-chief-product–technology-officer-to-accelerate-platform-growth-302747667.html

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NX Group to Acquire All Shares in Metro Supply Chain Group of Canada, Turning It into Subsidiary

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TOKYO, April 21, 2026 /CNW/ — NIPPON EXPRESS HOLDINGS, INC. (hereafter “NX Group”) has reached an agreement to acquire all shares in Metro Supply Chain Group Inc. (“Metro Supply Chain Group”) based in Montreal, Canada, and entered into a share purchase agreement, dated April 17, 2026.

Logo: https://drive.google.com/file/d/1dqm0cxpYamnvMUra1AGXMuGlX932Z353/view?usp=drive_link 

The transaction values Metro Supply Chain Group at CAD1.8 billion (approximately 207.0 billion yen) on an enterprise value basis, representing the largest acquisition in NX Group’s history. In addition, an earnout of up to CAD400 million (approximately 46.0 billion yen) may be payable to the sellers, contingent on the company meeting certain financial targets as defined in the share purchase agreement.

Metro Supply Chain Group has a strong operational footprint across Canada, the United States and the United Kingdom, providing third-party logistics (3PL) services to a broad range of industries, including consumer goods, automotive, manufacturing and healthcare. Through this acquisition, NX Group expects to significantly expand its presence in the North American market and enhance its end-to-end logistics capabilities. The transaction represents a pivotal step toward accelerating NX Group’s long-term vision — set out in its management plan “NX Group Management Plan 2028 Dynamic Growth 2.0” — of becoming “a logistics company with a strong presence in global markets.”

For more details, please visit: https://drive.google.com/file/d/1SvzqxdP0zEEDCtmm2yhpGjBuDkM3iJea/view?usp=drive_link 

About the NX Group: https://drive.google.com/file/d/1mbvBL6C8THZNrR5LREgGeafNkEdaAmV-/view?usp=drive_link 

NX Group official website: https://www.nipponexpress.com/ 

NX Group’s official LinkedIn account: https://www.linkedin.com/company/nippon-express-group/ 

 

View original content:https://www.prnewswire.com/news-releases/nx-group-to-acquire-all-shares-in-metro-supply-chain-group-of-canada-turning-it-into-subsidiary-302747977.html

SOURCE NIPPON EXPRESS HOLDINGS, INC.

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