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AI Infrastructure Company EverMind's EverMemOS Aims to Give AI Agents Durable, Coherent, and Continuously Evolving "Souls"

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AI Infrastructure Company EverMind's EverMemOS Aims to Give AI Agents Durable, Coherent, and Continuously Evolving "Souls"
Business

Business

AI Infrastructure Company EverMind's EverMemOS Aims to Give AI Agents Durable, Coherent, and Continuously Evolving "Souls"

2025-12-09 16:11 Last Updated At:16:35

SAN MATEO, Calif., Dec. 9, 2025 /PRNewswire/ -- AI infrastructure company EverMind has announced a major milestone in long-term memory research with its newly released EverMemOS achieving 92.3% accuracy on LoCoMo and 82% on LongMemEval-S—two of the field's most authoritative benchmarks. The results significantly surpass prior methods and establish a new State-of-the-Art for durable, coherent machine memory. Developed with the mission of building the memory layer for future intelligence, EverMemOS now powers Tanka and is designed to equip more AI agents with stable identities that evolve through time, enabling them to develop durable, coherent, continuously growing "souls."

A Paradigm Shift Inspired by Human Cognition

EverMemOS's core design stems from an insight shared by entrepreneur and philanthropist Chen Tianqiao at the Tianqiao and Chrissy Chen Institute's Symposium for AI Accelerated Science (AIAS 2025) in San Francisco this October. Chen contrasted current AI's "spatial structure" paradigm, which is instantaneous, static, and reliant on massive spatial parameters, with the human brain's "temporal structure" paradigm: continuous, dynamic, and built to manage time-based information. Long-term memory, he argued, is the linchpin connecting time and true intelligence. EverMemOS was born from this idea: a system engineered to give AI temporal continuity—the ability to remember, adapt, and grow over time.

Three Innovations Redefining AI Memory

EverMemOS stands out through three industry-first innovations that solve longstanding memory limitations.

Its first innovation is a shift from treating memory as static storage to enabling it as an active, applied capability. Conventional methods retrieve information but do not integrate it into reasoning. EverMemOS, by contrast, uses unique fusion and decision mechanisms that allow memory to continuously influence a model's thinking and outputs. Each interaction draws on contextual history, enabling consistent, stable, and personalized experiences across time.

The second innovation is its hierarchical memory extraction and dynamic organization engine. Rather than storing memories as unstructured text fragments, EverMemOS converts them into semantic MemCells and organizes them within evolving memory graphs. This strategy links related ideas, overcomes the limitations of similarity-based retrieval, and provides a structured foundation for complex downstream applications such as reasoning-driven agents, professional assistants, and emotionally aware companion models.

A third innovation lies in EverMemOS's extensible modular memory framework, the first of its kind designed to meet diverse real-world needs. Memory requirements differ across scenarios: professional tasks demand precise, structured information; companionship models require empathetic, emotionally aware context; and agentic workflows rely on continuity and task-specific recall. EverMemOS adapts to each case, selecting the optimal memory organization and application strategy. This flexibility helps address the long-standing challenge posed by rigid, single-form memory systems and enables AI to operate effectively across varied environments.

Flexible Service Models for Every User

EverMind will offer EverMemOS in multiple service formats to fit different levels of technical capability. At present, an open-source version allows experienced developers to deploy and maintain the system independently. Later this year, a cloud-service version will be released to offer free trials and subscription-based access, with no operational overhead. A custom deployment version will support strategic partners seeking tailored integrations. A personal version, built for hardware-integrated and MCP-enabled contexts, will extend long-term memory capabilities to individual use cases.

EverMind is working to advance the foundation of artificial intelligence by addressing one of its most fundamental limitations: the lack of long-term memory. Through EverMemOS, the company introduces a scalable, customizable memory architecture that enables AI to operate with extended context, maintain behavioral consistency, and improve through continuous interaction. As AI systems move toward greater persistence, adaptability, and identity formation, EverMemOS is designed to serve as a reliable memory layer supporting the next generation of intelligent agents.

About EverMind

EverMind is redefining the future of AI by solving one of its most fundamental limitations: long-term memory. Its flagship platform, EverMemOS, introduces a breakthrough architecture for scalable and customizable memory systems, enabling AI to operate with extended context, maintain behavioral consistency, and improve through continuous interaction.

To learn more about EverMind and EverMemOS, please visit:

Website: https://evermind.ai/
GitHub: https://github.com/EverMind-AI/EverMemOS
X: https://x.com/EverMindAI
Reddit: https://www.reddit.com/r/EverMindAI/  

** The press release content is from PR Newswire. Bastille Post is not involved in its creation. **

AI Infrastructure Company EverMind's EverMemOS Aims to Give AI Agents Durable, Coherent, and Continuously Evolving "Souls"

AI Infrastructure Company EverMind's EverMemOS Aims to Give AI Agents Durable, Coherent, and Continuously Evolving "Souls"

A Medal Haul: Xtep Athletes Secure 6 Golds, 2 Silver, 2 Bronzes

HO CHI MINH CITY, Vietnam, Dec. 9, 2025 /PRNewswire/ -- Attracting 23,000 runners globally, the 8th Edition of the Techcombank Ho Chi Minh City International Marathon successfully launched on December 7. After an intense competition, Xtep-sponsored elite athletes delivered a dominant performance. In the men's full marathon, Ethiopian international elites swept the podium: Ayalew Seleshi Simaneh claimed victory with an impressive time of 02:23:12, followed by Wondale Melsew Baye (02:23:23) and Kebede Leta Girma (02:23:32). In the women's race, Xtep's local brand ambassador Phm Th Hng L secured first place with 02:48:07, while Ethiopian athletes Mohamed Yenework Husen (02:48:45) and Zega Mestu Sirabzu (02:50:52) took second and fourth places respectively. Additionally, Vietnamese runner Bá Văn Hân, representing the local Xtep team, achieved third place in the men's category with 02:33:01. As a long-standing and committed partner of the event, technical footwear and apparel brand Xtep marked its 4th consecutive year as the Exclusive Apparel Sponsor, further underscoring the brand's professional spirit and enduring dedication to high-performance running and athlete-focused innovation.

Ho Chi Minh City is rapidly emerging as a leading running hub in Southeast Asia. According to data from the event organizers, registrations for this year's race increased by approximately 28% compared with last year, continuing a multi-year trend of strong growth. This momentum reflects the city's improving running environment and its increasingly dynamic sports culture. Mr. Le Truong Hien Hoa, Deputy Director of the Ho Chi Minh City Department of Tourism, highlighted the event's broader significance, stating, "This is one of the city's most distinctive sports-tourism events, attracting international visitors while inspiring and uniting the community." Echoing this view, Mr. Nguyen Nam Nhan, Deputy Director of the Ho Chi Minh City Department of Culture and Sports, added, "The race also helps position Ho Chi Minh City as an attractive international destination for regional sporting events. Moving forward, we remain committed to supporting the growth of the marathon, so it becomes one of the region's leading community marathons, contributing meaningfully to the city's sustainable development and international reputation." Ho Chi Minh City has been systematically accelerating the development of urban green spaces and public areas to provide better conditions for residents and running enthusiasts. These initiatives are translating into consistently rising public enthusiasm and participation across the community.

 

 

At the pre-race Marathon Expo which opened on December 5, Xtep's lineup of high-performance running products drew significant attention from participants. Ms. Đào Thị Thu Hương, Deputy General Director of Xtep Vietnam, highlighted the philosophy behind these innovations at the race opening ceremony: "Guided by our mission to become a top global sports brand that blends performance with style, Xtep is committed to continuous innovation. We are dedicated to providing athletes with the best possible equipment, empowering them to perform at their peak." This commitment was on full display with products like the championship-caliber 160X 7.0, designed to help runners feel comfortable, confident, and at ease on every stretch of the course. The brand's professional proposition was further evidenced through its sponsorship of elite athletes, backing a local team of 6 and an international team of 6 competitors. This strategic blend of top-tier international talent and dedicated local runners does more than secure victories; it actively elevates the competitive landscape for all participants, setting a new benchmark for the event and accelerating its journey toward becoming a world-class race. Furthermore, Xtep's running club, X-Run, demonstrated its strength, with many of its members achieving outstanding results across various race distances and leaving a remarkable impression. These achievements not only highlight the individual prowess of the runners but also reflect the effective support system and community that Xtep has cultivated.

Building on this successful track record of empowering runners, Xtep is committed to further deepening its engagement with the running community in Vietnam. Looking ahead, Xtep is committed to deepening its support for the runners of the Ho Chi Minh City Marathon. This commitment will be realized through continuous product innovation, including introducing advanced footwear like the 160X series adapted to local conditions, and through community initiatives such as organizing running clinics and training workshops. These multifaceted efforts embody Xtep's core philosophy of "Influencing the Masses through Professionalism"—aiming to elevate the running experience for athletes at all levels, promote a scientific approach to the sport, and contribute to a lasting, vibrant running culture in Vietnam.

About XTEP

XTEP Group, one of the leading sports brands in China, was founded in 1987 and officially established as the brand XTEP in 2001. The Group was listed on the Hong Kong Stock Exchange on June 3, 2008 (01368.hk). In 2019, the Group launched its global strategy, incorporating Saucony, Merrell, K•SWISS, and Palladium to become a leading international sports group with multiple sports brands. For more about XTEP, please visit https://www.globalxtep.com/

** The press release content is from PR Newswire. Bastille Post is not involved in its creation. **

Xtep-Athletes Sweep Full Marathon Podiums at Techcombank Ho Chi Minh City International Marathon

Xtep-Athletes Sweep Full Marathon Podiums at Techcombank Ho Chi Minh City International Marathon

Xtep-Athletes Sweep Full Marathon Podiums at Techcombank Ho Chi Minh City International Marathon

Xtep-Athletes Sweep Full Marathon Podiums at Techcombank Ho Chi Minh City International Marathon

Xtep-Athletes Sweep Full Marathon Podiums at Techcombank Ho Chi Minh City International Marathon

Xtep-Athletes Sweep Full Marathon Podiums at Techcombank Ho Chi Minh City International Marathon

Xtep-Athletes Sweep Full Marathon Podiums at Techcombank Ho Chi Minh City International Marathon

Xtep-Athletes Sweep Full Marathon Podiums at Techcombank Ho Chi Minh City International Marathon

Xtep-Athletes Sweep Full Marathon Podiums at Techcombank Ho Chi Minh City International Marathon

Xtep-Athletes Sweep Full Marathon Podiums at Techcombank Ho Chi Minh City International Marathon

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