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First Phosphate Signs Agreement for a $16.7 Million Non-Repayable Contribution with the Government of Canada

Saguenay, Québec – Newsfile Corp. – March 16, 2026 – First Phosphate Corp. (CSE: PHOS) (OTCQX: FRSPF) (OTCQX ADR: FPHOY) (FSE: KD0) (“First Phosphate” or the “Company“) is pleased to announce that it has finalized an agreement, on March 4, 2026, for a $16.7 million non-repayable contribution from the Government of Canada through Natural Resources Canada (“NRCan”) Global Partnerships Initiative (“GPI”).

This contribution funding will accelerate the development of the phosphate project in Bégin-Lamarche by developing the technical and engineering parameters – including processing circuits and equipment – needed to validate the ability to produce a phosphate concentrate that meets the quality requirements of the lithium iron phosphate (“LFP”) battery market. The work will be conducted based on the parameters established under the contract between First Phosphate and its definitive offtaker.

“Canada and our partners are putting real capital behind the secure and resilient critical mineral supply chains that our economies and defence industries rely on,” said The Honourable Tim Hodgson, Minister of Energy and Natural Resources. “By supporting companies like First Phosphate, we are helping deliver the minerals the world needs and the prosperity and security Canadians deserve.”

“We welcome this investment from the Government of Canada which supports the continued progress of our project and its strategic role in the LFP battery supply chain,” said John Passalacqua, CEO of First Phosphate. “Together, we are taking another step toward establishing an integrated phosphate-based LFP battery supply chain in Canada.”

The Bégin-Lamarche demonstration and feasibility project will help strengthen Canada’s strategic positioning within the LFP battery value chain through the development of domestic capacity to process apatite (phosphate concentrate) into high-purity phosphoric acid (“PPA”) for battery applications.

The project will develop a scalable Canadian process for the production of battery-grade phosphate concentrate, reducing dependence on foreign supply chains.

The project will generate significant economic benefits, including the creation of approximately 277 skilled jobs and the potential establishment of a Canadian phosphoric acid facility supported by local commercial production of phosphate concentrate.

The financial contribution is granted for the completion of a feasibility study of the Company’s integrated Bégin-Lamarche phosphate mine and processing project in Saguenay-Lac-Saint-Jean and covers eligible activities planned through 2028, in accordance with the terms of the agreement.

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Qualified Person

The scientific and technical disclosure for First Phosphate included in this news release has been reviewed and approved by Gilles Laverdière, P.Geo. Mr. Laverdière is Chief Geologist of First Phosphate and a Qualified Person under National Instrument 43-101 – Standards of Disclosure of Mineral Projects (“NI 43-101”).

About Natural Resources Canada

Natural Resources Canada (“NRCan”) is the federal department responsible for developing policies and programs to ensure the sustainable and responsible development of Canada’s natural resources. Through its initiatives and funding programs, including the Global Partnerships Initiative, NRCan supports projects that contribute to strengthening supply chains, industrial innovation, and Canada’s competitiveness in the critical and strategic minerals sectors.

About First Phosphate Corp

First Phosphate (CSE: PHOS) (OTCQX: FRSPF) (OTCQX ADR: FPHOY) (FSE: KD0) is a mineral exploration and development and clean technology company dedicated to building and reshoring a vertically integrated mine-to-market supply chain for the production of LFP batteries in North America. Target markets include energy storage, data centers, robotics, mobility, and national security.

First Phosphate’s flagship Bégin-Lamarche property, located in Saguenay-Lac-Saint-Jean, Québec, Canada, represents a rare North American igneous phosphate resource producing high-purity phosphate characterized by very low levels of impurities.

For further information, please contact:
Armand MacKenzie
President
armand@firstphosphate.com
Tel: +1 (514) 618-5289

Investor Relations: investor@firstphosphate.com
Media Relations: media@firstphosphate.com
Website: www.FirstPhosphate.com

Follow First Phosphate:
X: https://x.com/FirstPhosphate
LinkedIn: https://www.linkedin.com/company/first-phosphate

Forward-Looking Information and Cautionary Statements

This release includes certain statements that may be deemed “forward-looking information”. Any statement that discusses predictions, expectations, beliefs, plans, projections, objectives, assumptions, future events or performance (often but not always using phrases such as “expects”, or “does not expect”, “is expected”, “anticipates” or “does not anticipate”, “plans”, “budget”, “scheduled”, “forecasts”, “estimates”, “believes” or “intends” or variations of such words and phrases or stating that certain actions, events or results “may” or “could”, “would”, “might” or “will” be taken to occur or be achieved) are not statements of historical fact and may be forward-looking information. In particular, this press release contains forward-looking information relating to, among other things: the Company’s compliance with the terms of the definitive agreement; the funding amount, anticipated benefits, timing, and potential outcomes of the GPI funding award under the contribution agreement with NRCan and the project funded thereby including, but not limited to, the strengthening of Canada’s strategic positioning within the LFP battery value chain, the development of domestic capacity to process apatite into high-purity PPA for battery applications, the development of a scalable Canadian process for the production of battery-grade phosphate concentrate, the reduction of dependence on foreign supply chains, and the contribution to significant economic benefits, including the creation of skilled jobs and the potential establishment of a Canadian phosphoric acid facility; and the Company’s plans for building and onshoring a vertically integrated mine-to-market LFP battery supply chain for North America. Although the Company believes the expectations expressed in such forward-looking statements are based on reasonable assumptions, such statements are not guarantees of future performance and actual results or developments may differ materially from those forward-looking statements. Factors that could cause actual results to differ materially from those in forward-looking statements include development and exploration successes, continued availability of capital and financing, and general economic, market or business conditions. These statements are based on a number of assumptions including, among other things, assumptions regarding general business and economic conditions; there being no significant disruptions affecting the activities of the Company or inability to access required project inputs; permitting and development of the projects being consistent with the Company’s expectations; the accuracy of the current mineral resource estimates for the Company and results of metallurgical testing; certain price assumptions for P2O5 and Fe2O3; inflation and prices for Company project inputs being approximately consistent with anticipated levels; the Company’s relationship with First Nations and other Indigenous parties remaining consistent with the Company’s expectations; the Company’s relationship with other third party partners and suppliers remaining consistent with the Company’s expectations; and government relations and actions being consistent with Company expectations. Investors are cautioned that any such statements are not guarantees of future performance and actual results or developments may differ materially from those projected in the forward-looking statements. Accordingly, readers should not place undue reliance on the forward-looking information contained in this press release. The Company does not assume any obligation to update or revise its forward-looking statements, whether because of new information, future events or otherwise, except as required by applicable law. All forward-looking information contained in this release is qualified by these cautionary statements.

The issuer is solely responsible for the content of this announcement.

Starlight Investments Announces the Closing of Canadian Multi-family Growth Fund IV

Largest Fund Raised to Date by Starlight, Enabling the Acquisition of over 10,000 Rental Suites

TORONTO, March 17, 2026 /PRNewswire/ — Starlight Investments (“Starlight”), a leading global real estate investment and asset management firm, today announced the successful closing of Starlight Canadian Residential Growth Fund IV (“Growth Fund IV”), the fourth fund in the firm’s flagship Growth Fund series focused on Canadian multi-family real estate.

Starlight Investments
Starlight Investments

Growth Fund IV received significant equity commitments from a diverse and global investor base, enabling the acquisition of more than 10,000 rental suites across Canada’s major markets. The Fund attracted strong participation from institutional investors across Canada, Asia-Pacific and Europe, the Middle East and Africa (EMEA), including substantial recommitments from existing limited partners, alongside several new global investors in this commingled vehicle.

“The close of Growth Fund IV reflects continued confidence in Starlight’s global experience, proven track record and performance in Canadian multi‑family, as well as the long‑term fundamentals supporting rental housing across the country,” said Raj Mehta, President, Global Markets, Starlight Investments. “We appreciate the trust shown by both long‑standing and new investors, and remain focused on delivering stable, long‑term value through disciplined investment and active asset management.”

Starlight’s Growth Fund platform is centred on the acquisition, management and stewardship of high‑quality, well-located rental properties in major Canadian cities. Backed by operational excellence, the platform delivers professionally managed rental communities that create lasting value for investors while enhancing the resident experience.

For more than three decades, Starlight has been a leading global real estate investment and asset management firm, delivering proven performance and responsible management across its real estate strategies. The company continues to broaden its global footprint, managing and investing on behalf of institutional partners across several continents.

About Starlight Investments

Starlight Investments is a leading global real estate investment and asset management firm headquartered in Toronto, Ontario, Canada. A privately held owner, developer and asset manager of over 70,000 multi-residential suites and over 7 million square feet of commercial property space with CAD $30 billion in AUM, Starlight offers a range of investment vehicles across various real estate strategies. Starlight’s guiding mission is to balance its tenure with visionary curiosity to create positive impact for investors and communities alike. At Starlight, we invest with impact.

Learn more at www.starlightinvest.com or connect with us on LinkedIn.

Contacts: Raj Mehta, President, Global Markets, +1-647-725-0498, rmehta@starlightinvest.com; Talia Schwebel, Vice President, Marketing and Communications, media@starlightinvest.com

Starlight Investments Announces the Closing of Canadian Multi-family Growth Fund IV

Largest Fund Raised to Date by Starlight, Enabling the Acquisition of over 10,000 Rental Suites

TORONTO, March 17, 2026 /PRNewswire/ — Starlight Investments (“Starlight”), a leading global real estate investment and asset management firm, today announced the successful closing of Starlight Canadian Residential Growth Fund IV (“Growth Fund IV”), the fourth fund in the firm’s flagship Growth Fund series focused on Canadian multi-family real estate.

Starlight Investments
Starlight Investments

Growth Fund IV received significant equity commitments from a diverse and global investor base, enabling the acquisition of more than 10,000 rental suites across Canada’s major markets. The Fund attracted strong participation from institutional investors across Canada, Asia-Pacific and Europe, the Middle East and Africa (EMEA), including substantial recommitments from existing limited partners, alongside several new global investors in this commingled vehicle.

“The close of Growth Fund IV reflects continued confidence in Starlight’s global experience, proven track record and performance in Canadian multi‑family, as well as the long‑term fundamentals supporting rental housing across the country,” said Raj Mehta, President, Global Markets, Starlight Investments. “We appreciate the trust shown by both long‑standing and new investors, and remain focused on delivering stable, long‑term value through disciplined investment and active asset management.”

Starlight’s Growth Fund platform is centred on the acquisition, management and stewardship of high‑quality, well-located rental properties in major Canadian cities. Backed by operational excellence, the platform delivers professionally managed rental communities that create lasting value for investors while enhancing the resident experience.

For more than three decades, Starlight has been a leading global real estate investment and asset management firm, delivering proven performance and responsible management across its real estate strategies. The company continues to broaden its global footprint, managing and investing on behalf of institutional partners across several continents.

About Starlight Investments

Starlight Investments is a leading global real estate investment and asset management firm headquartered in Toronto, Ontario, Canada. A privately held owner, developer and asset manager of over 70,000 multi-residential suites and over 7 million square feet of commercial property space with CAD $30 billion in AUM, Starlight offers a range of investment vehicles across various real estate strategies. Starlight’s guiding mission is to balance its tenure with visionary curiosity to create positive impact for investors and communities alike. At Starlight, we invest with impact.

Learn more at www.starlightinvest.com or connect with us on LinkedIn.

Contacts: Raj Mehta, President, Global Markets, +1-647-725-0498, rmehta@starlightinvest.com; Talia Schwebel, Vice President, Marketing and Communications, media@starlightinvest.com

Monoova Launches an FX Hub to Bring Real-Time Collection Infrastructure to Global Money Movement

New platform unifies collections, currency conversion, funding and settlement, enabling same-day global payments

SYDNEY, March 17, 2026 /PRNewswire/ — Today, Monoova announced the launch of its FX Hub, a new capability bringing domestic collections, foreign exchange conversion, funding, and settlement into a single automated flow.

Global payments are often slowed by fragmented banking relationships, multiple intermediaries, and disconnected processes for collections, FX conversion, funding and settlement. The result is increased FX risk, operational complexity, and liquidity pressure for businesses operating across borders. Traditional FX settlement can also take several days and often requires pre-funded accounts or overdraft facilities.

The FX Hub changes this by unifying these processes and automating the full payment lifecycle via Monoova’s API platform. By combining best-in-class domestic collection capabilities with automated FX conversion, funding, and settlement, businesses can streamline global payment operations. In addition, same-day settlements help businesses improve working capital efficiency and reduce reliance on pre-funding.

“Historically, global payments have treated FX, collections and settlement as separate problems,” said Ben Hiscox, Head of FX & Treasury at Monoova. “The FX Hub brings these together into a single automated flow, allowing businesses to collect funds locally, convert currencies and settle globally without the operational complexity that usually sits between those steps.”

The FX Hub also connects to a diversified global liquidity network of Tier 1 Banks and payment providers, helping reduce counterparty risk while maintaining competitive FX pricing.

The launch reflects Monoova’s continued focus on simplifying payment infrastructure and enabling businesses to collect, convert and move money globally through a single integrated platform.

About Monoova

Monoova (www.monoova.com) is a leading Payment Service Provider (PSP) transforming the way businesses move money in and out of Australia. Its API-driven platform integrates NPP, PayTo, PayID, Direct Debit, BPAY, and cross-border transfers into one seamless solution. By enabling businesses to automate and streamline transactions, enhance security, and transition effortlessly from legacy systems to real-time payments, Monoova empowers clients to scale with confidence and meet the demands of a modern payment landscape. Through its clients, Monoova facilitates transactions with more than 10% of all Australians. Monoova’s FSG/PDS is available at www.monoova.com/legal   

For media inquiries, please contact: PressEnquiries@Monoova.com

 

Cango Inc. Reports Fourth Quarter and Full Year 2025 Unaudited Financial Results

DALLAS, March 17, 2026 /PRNewswire/ — Cango Inc. (NYSE: CANG), a leading Bitcoin miner leveraging its global operations to develop an integrated energy and AI compute platform, announced its unaudited financial results for the fourth quarter and full year ended December 31, 2025.

Financial and Operational Highlights

  • Total revenues were $688.1 million for the full year, including US$179.5 million in Q4. Revenue from the bitcoin mining business was US$675.5 million for the year, including US$172.4 million in Q4. Adjusted EBITDA for the year was US$24.5 million, while Q4 recorded an adjusted EBITDA loss of US$156.3 million.
  • A total of 6,594.6 Bitcoins were mined over the year, averaging 18.07 Bitcoins per day, of which 1,718.3 Bitcoins were mined in Q4 (averaging 18.68 Bitcoins per day). The average cost to mine, excluding machine depreciation, was $79,707 per Bitcoin for the year and $84,552 in Q4. All-in costs were $97,272 per Bitcoin for the year and $106,251 in Q4. Since entering the industry, the Company had mined 7,528.4 Bitcoins as of December 2025.
  • The Company completed the termination of its ADR program and transitioned to a direct listing on the NYSE to enhance transparency, and align with its strategic focus, potentially broadening its investor base.

Paul Yu, CEO, said, “2025 marked our inaugural year as a Bitcoin miner, defined by swift execution. We initiated a comprehensive asset restructuring and established a globally distributed mining footprint. Entering 2026, we proactively strengthened our balance sheet and optimized our mining fleet to enhance efficiency and cost resilience. Concurrently, we are advancing our pivot to become an AI infrastructure provider. Through EcoHash, we are leveraging our expertise in scalable computing and energy networks to deliver flexible, cost-effective AI inference solutions. With initial site retrofits underway and product ready for deployment, we are positioned to execute with focus and strategic discipline in the new era.”

Michael Zhang, CFO, stated, “In 2025, Cango delivered significant revenue growth from our scaled Bitcoin mining operations. The net loss from continuing operations of US$452.8 million was primarily due to non-recurring transformation costs and market-driven fair-value adjustments. Our financial strategy focused on strengthening the balance sheet to reduce leverage via an adjusted Bitcoin treasury policy and liquidity management, while securing new equity infusion to provide the flexibility needed to navigate volatility and invest in high-potential areas like AI infrastructure.”

Article link: https://www.prnewswire.com/news-releases/cango-inc-reports-fourth-quarter-and-full-year-2025-unaudited-financial-results-302714552.html

Email: ir@cangoonline.com

Cango Inc. Reports Fourth Quarter and Full Year 2025 Unaudited Financial Results

DALLAS, March 17, 2026 /PRNewswire/ — Cango Inc. (NYSE: CANG), a leading Bitcoin miner leveraging its global operations to develop an integrated energy and AI compute platform, announced its unaudited financial results for the fourth quarter and full year ended December 31, 2025.

Financial and Operational Highlights

  • Total revenues were $688.1 million for the full year, including US$179.5 million in Q4. Revenue from the bitcoin mining business was US$675.5 million for the year, including US$172.4 million in Q4. Adjusted EBITDA for the year was US$24.5 million, while Q4 recorded an adjusted EBITDA loss of US$156.3 million.
  • A total of 6,594.6 Bitcoins were mined over the year, averaging 18.07 Bitcoins per day, of which 1,718.3 Bitcoins were mined in Q4 (averaging 18.68 Bitcoins per day). The average cost to mine, excluding machine depreciation, was $79,707 per Bitcoin for the year and $84,552 in Q4. All-in costs were $97,272 per Bitcoin for the year and $106,251 in Q4. Since entering the industry, the Company had mined 7,528.4 Bitcoins as of December 2025.
  • The Company completed the termination of its ADR program and transitioned to a direct listing on the NYSE to enhance transparency, and align with its strategic focus, potentially broadening its investor base.

Paul Yu, CEO, said, “2025 marked our inaugural year as a Bitcoin miner, defined by swift execution. We initiated a comprehensive asset restructuring and established a globally distributed mining footprint. Entering 2026, we proactively strengthened our balance sheet and optimized our mining fleet to enhance efficiency and cost resilience. Concurrently, we are advancing our pivot to become an AI infrastructure provider. Through EcoHash, we are leveraging our expertise in scalable computing and energy networks to deliver flexible, cost-effective AI inference solutions. With initial site retrofits underway and product ready for deployment, we are positioned to execute with focus and strategic discipline in the new era.”

Michael Zhang, CFO, stated, “In 2025, Cango delivered significant revenue growth from our scaled Bitcoin mining operations. The net loss from continuing operations of US$452.8 million was primarily due to non-recurring transformation costs and market-driven fair-value adjustments. Our financial strategy focused on strengthening the balance sheet to reduce leverage via an adjusted Bitcoin treasury policy and liquidity management, while securing new equity infusion to provide the flexibility needed to navigate volatility and invest in high-potential areas like AI infrastructure.”

Article link: https://www.prnewswire.com/news-releases/cango-inc-reports-fourth-quarter-and-full-year-2025-unaudited-financial-results-302714552.html

Email: ir@cangoonline.com

FinVolution Group Announces Dividend Increase to US$0.306 per American Depositary Share, Up 10.5% Year-Over-Year

-Represents approximately 20.5% payout ratio of Net Income for FY 2025-
-Marks eighth consecutive year of dividend declaration-

SHANGHAI, March 17, 2026 /PRNewswire/ — FinVolution Group (“FinVolution,” or the “Company”) (NYSE: FINV), a leading fintech platform across China and international markets, today announced that its board of directors (the “Board”) has approved a cash dividend of US$0.306 per American Depositary Share, which represents a payout ratio of approximately 20.5% of the Company’s net income for fiscal year 2025. The dividend is expected to be distributed on or around May 7, 2026 to shareholders of record as of the close of business on April 16, 2026.

The decision to distribute dividends, and the amount of any such dividend payments, is made at the Board’s discretion based on the Company’s operations, earnings, cash flows, financial condition and other relevant factors.

For fiscal year 2025, the Company’s distributions to shareholders will total approximately US$181.7 million, consisting of US$107.2 million in share repurchases and US$74.5 million in dividends, representing a total payout ratio of approximately 50.0%.

Mr. Shaofeng Gu, Chairman of the Board of FinVolution, commented, “We are pleased to declare dividends for the eighth consecutive year, underscoring our unwavering commitment to shareholder returns. The fiscal year 2025 distribution reflects this dedication to creating long-term value, and we will continue to build on this track record of strong and consistent shareholder returns.”

Mr. Tiezheng Li, Vice Chairman of the Board and Chief Executive Officer of FinVolution commented, “Our Local Excellence, Global Outlook Strategy continues to drive robust performance across our core China market and accelerating international operations, fueling sustainable, high-quality growth. The strong execution of our capital return program underscores our confidence in our business outlook and our unwavering commitment to sharing the rewards of our growth with shareholders.”

About FinVolution Group

FinVolution Group is a leading fintech platform with strong brand recognition across China and international markets, connecting borrowers of the young generation with financial institutions. Established in 2007, the Company is a pioneer in China’s online consumer finance industry and has developed innovative technologies and has accumulated in-depth experience in the core areas of credit risk assessment, fraud detection, big data and artificial intelligence. The Company’s platforms, empowered by proprietary cutting-edge technologies, features a highly automated loan transaction process, which enables a superior user experience. As of December 31, 2025, the Company had 239.6 million cumulative registered users across China and international markets.

For more information, please visit https://ir.finvgroup.com

Safe Harbor Statement

This press release contains forward-looking statements. These statements constitute “forward-looking” statements within the meaning of Section 21E of the Securities Exchange Act of 1934, as amended, and as defined in the U.S. Private Securities Litigation Reform Act of 1995. These forward-looking statements can be identified by terminology such as “will,” “expects,” “anticipates,” “future,” “intends,” “plans,” “believes,” “estimates,” “target,” “confident” and similar statements. Such statements are based upon management’s current expectations and current market and operating conditions and relate to events that involve known or unknown risks, uncertainties and other factors, all of which are difficult to predict and many of which are beyond the Company’s control. Forward-looking statements involve risks, uncertainties and other factors that could cause actual results to differ materially from those contained in any such statements. Potential risks and uncertainties include, but are not limited to, uncertainties as to the Company’s ability to attract and retain borrowers and investors on its marketplace, its ability to increase volume of loans facilitated through the Company’s marketplace, its ability to introduce new loan products and platform enhancements, its ability to compete effectively, laws, regulations and governmental policies relating to the online consumer finance industry in China, general economic conditions in China, and the Company’s ability to meet the standards necessary to maintain listing of its ADSs on the NYSE, including its ability to cure any non-compliance with the NYSE’s continued listing criteria. Further information regarding these and other risks, uncertainties or factors is included in the Company’s filings with the U.S. Securities and Exchange Commission. All information provided in this press release is as of the date of this press release, and FinVolution does not undertake any obligation to update any forward-looking statement as a result of new information, future events or otherwise, except as required under applicable law.

For investor and media inquiries, please contact:

In China:
FinVolution Group
Head of Capital Markets
Yam Cheng
Tel: +86 (21) 8030 3200 Ext. 8601
Email: ir@xinye.com 

Piacente Financial Communications
Jenny Cai
Tel: +86 (10) 6508-0677
Email: finv@tpg-ir.com 

In the United States:
Piacente Financial Communications
Brandi Piacente
Tel: +1-212-481-2050
E-mail: finv@tpg-ir.com

 

WEKA Maximizes Token Output With Lower Cost Per Token on NVIDIA BlueField-4 STX

NeuralMesh and Augmented Memory Grid Integration with NVIDIA STX Increases Token Production by 6.5x in the Same GPU Footprint, Slashing Cost of Inference for AI-Driven Organizations

SAN JOSE, Calif. and CAMPBELL, Calif., March 17, 2026 /PRNewswire/ — From GTC 2026: WEKA, the AI storage and memory systems company, today announced the integration of its NeuralMesh™ software with the NVIDIA STX reference architecture. WEKA’s breakthrough Augmented Memory Grid™ memory extension technology running on NeuralMesh will support NVIDIA STX to bring high-throughput context memory storage to agentic AI factories, making long-context reasoning seamless across sessions, tools, and tasks. Leveraging NVIDIA Vera Rubin NVL72, NVIDIA BlueField-4, and NVIDIA Spectrum-X Ethernet, the NeuralMesh solution based on NVIDIA STX will deliver an estimated increase of 4-10x more tokens per second for context memory while supporting at least 320 GB read and 150 GB write throughput per second for AI workloads, more than double the throughput of conventional AI storage platforms.

WEKA and NVIDIA unlock cost-efficient AI inference at scale
WEKA and NVIDIA unlock cost-efficient AI inference at scale

Solving the Inference Cost Problem with Shared KV Cache Infrastructure
Scaling agentic systems, especially for software engineering applications, exposes a hard truth: today’s AI economics are decided at the memory infrastructure layer. Every large-scale inference fleet hits the memory wall: limited high-bandwidth memory (HBM) on the GPU is rapidly exhausted, key-value (KV) cache is evicted, context is lost, and the system is forced to repeat work it already completed. This architectural inefficiency sends inference costs soaring. The answer is a shared KV cache infrastructure that keeps context live across agents, users, and sessions. It eliminates redundant computation, sustains token throughput, and maintains predictable performance. Without shared KV cache infrastructure, every increase in concurrent users and agents becomes a liability — costs rise, experiences degrade, and the inference fleet becomes harder to operate the larger it grows. With STX for context memory, NVIDIA is introducing a blueprint to address these core inference bottlenecks.

Context Memory Storage: The Foundation of Agentic AI Factories
With co-designed WEKA solutions based on NVIDIA STX architecture, AI clouds, enterprises, and AI model builders can deploy the infrastructure foundation they need to run GPUs at peak productivity, sustain high-volume token production, and make large-scale inference more energy and cost-efficient.

Leading AI innovators and cloud providers, such as Firmus, are already transforming their inference economics with Augmented Memory Grid on NeuralMesh.

“Real-world AI doesn’t run in a lab— it has power constraints, cooling limits, and relentless workload demand. Firmus is built for exactly that. Paired with NVIDIA AI infrastructure, WEKA Augmented Memory Grid delivers up to 6.5x higher tokens per second and 4x faster TTFT at scale, proving we can get more performance from the same GPU footprint. With NeuralMesh and Augmented Memory Grid integrated into our NVIDIA-aligned AI Factory and NVIDIA STX reference architecture, we’ll be able to deliver the fastest context memory network for predictable and efficient inference at scale,” said Daniel Kearney, Chief Technology Officer at Firmus.

NeuralMesh and NVIDIA STX: Purpose-Built for Agentic AI
NeuralMesh is WEKA’s intelligent, adaptive storage system built on over 170 patents. It will run across the full-stack STX reference architecture, providing the next-generation storage organizations need to standardize high-performance AI data services and accelerate agentic AI outcomes. WEKA’s Augmented Memory Grid is a purpose-built memory extension layer that pools and persists KV cache outside of GPU memory, keeping long-context sessions stable and concurrency high as inference workloads grow. First unveiled at GTC 2025 and generally available to NeuralMesh customers today, Augmented Memory Grid has been validated with Supermicro on NVIDIA Grace CPUs and BlueField-3 DPUs to deliver numerous benefits that improve AI economics, including:

  • Faster User Experiences: Augmented Memory Grid on NeuralMesh delivers up to 4-20x improvement in time-to-first-token, keeping AI agents and applications responsive under real-world load.
  • More Revenue from the Same Hardware: Serve 6.5x more tokens per GPU — without adding infrastructure.
  • Sustained Performance at Scale: Augmented Memory Grid maintains high KV cache hit rates even as sessions, agents, and context windows grow — preventing the performance cliff that hits DRAM-only architectures.
  • GPU-Native Efficiency: BlueField-4 integration offloads the storage data path from the CPU, keeping GPUs fully productive and eliminating I/O bottlenecks.

“With coding LLMs advancing, we’re seeing unprecedented adoption of Agentic AI use cases for software engineering, where productivity increases by 100-1000x. As coding assistants make repeated calls against largely unchanged codebases and prompts, WEKA’s Augmented Memory Grid reuses cached context instead of forcing redundant prefill, even as context windows grow to incredible lengths. This provides a major boost in response times and greatly increases the number of concurrent users running on the same infrastructure,” said Liran Zvibel, co-founder and CEO at WEKA. “WEKA first identified this need for context memory storage more than a year ago and launched Augmented Memory Grid at GTC 2025. Now, NVIDIA STX opens the door to organizations running their storage and memory extension infrastructure on state-of-the-art NVIDIA Vera Rubin architecture, including NVIDIA BlueField-4 and NVIDIA Spectrum-X Ethernet. Running Augmented Memory Grid on NeuralMesh for NVIDIA STX delivers extreme performance and efficiency that translates directly to game-changing AI economics.”

Availability

WEKA’s Augmented Memory Grid is commercially available with NeuralMesh today.

Organizations that don’t address the memory wall today will find it harder and more expensive to scale tomorrow. As agentic workloads grow and context windows expand, DRAM-only architectures face a compounding cost problem: each additional concurrent user or session increases recomputation overhead, GPU idle time, and operational cost. The organizations that architect for persistent KV cache now will have a structural cost and performance advantage over those that wait.

For more information about NeuralMesh, visit: weka.io/NeuralMesh.
For more information about Augmented Memory Grid, visit: weka.io/augmented-memory-grid.

Organizations can learn more at weka.io/nvidia or visit WEKA at GTC 2026, booth #1034.

About WEKA
WEKA is transforming how organizations build, run, and scale AI workflows with NeuralMesh™ by WEKA®, its intelligent, adaptive mesh storage system. Unlike traditional data infrastructure, which becomes slower and more fragile as workloads expand, NeuralMesh becomes faster, stronger, and more efficient as it scales, dynamically adapting to AI environments to provide a flexible foundation for enterprise AI and agentic AI innovation. Trusted by 30% of the Fortune 50, NeuralMesh helps leading enterprises, AI cloud providers, and AI builders optimize GPUs, scale AI faster, and reduce innovation costs. Learn more at www.weka.io or connect with us on LinkedIn and X.

WEKA and the W logo are registered trademarks of WekaIO, Inc. Other trade names herein may be trademarks of their respective owners.

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WEKA_v1_Logo_new