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Walrus 🦭/acc Re-poster
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Walrus 🦭/acc Re-poster

The developer platform enabling data markets for the AI era. Chain-agnostic and built on @SuiNetwork. Account managed by Walrus Foundation.
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We would love to hear your thoughts on agent memory and your #1 requirement for it over the next 12 months. Do you prioritize cross-app state portability, built-in privacy, or zero-latency recall? You will have the chance to explore these concepts with us very soon, as Sui Basecamp is exactly two days away. Our team will be on the ground in Singapore, delivering live, persistent AI memory demonstrations directly to attendees on the event floor.
We would love to hear your thoughts on agent memory and your #1 requirement for it over the next 12 months. Do you prioritize cross-app state portability, built-in privacy, or zero-latency recall?

You will have the chance to explore these concepts with us very soon, as Sui Basecamp is exactly two days away. Our team will be on the ground in Singapore, delivering live, persistent AI memory demonstrations directly to attendees on the event floor.
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The tools, agent frameworks, and models you rely on are constantly evolving, which means your data must be able to move right alongside them. To address this reality, we are introducing a fresh approach on October 7. We will be providing an entirely new method designed to ensure your data remains consistently useful, fully portable, and firmly within your own control.
The tools, agent frameworks, and models you rely on are constantly evolving, which means your data must be able to move right alongside them. To address this reality, we are introducing a fresh approach on October 7. We will be providing an entirely new method designed to ensure your data remains consistently useful, fully portable, and firmly within your own control.
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Are you heading to Singapore for Sui Basecamp next week? If so, be sure to seek out the Walrus team located right on the main floor. Our itinerary features a variety of exciting events, starting with mainstage keynote addresses delivered by @kostascrypto, @kimblgn, and @EmanAbio. Additionally, make time to watch @DLougaris present at the AI Builder Lab stage. We are also thrilled to highlight practical applications during our partner showcases, where we will demonstrate real world use cases alongside @astros_ag, @AlliumLabs, and @matterhornso. Before you finish your time at the event, please drop by our exhibition booth to greet our team and say hello.
Are you heading to Singapore for Sui Basecamp next week? If so, be sure to seek out the Walrus team located right on the main floor.

Our itinerary features a variety of exciting events, starting with mainstage keynote addresses delivered by @kostascrypto, @kimblgn, and @EmanAbio. Additionally, make time to watch @DLougaris present at the AI Builder Lab stage.

We are also thrilled to highlight practical applications during our partner showcases, where we will demonstrate real world use cases alongside @astros_ag, @AlliumLabs, and @matterhornso.

Before you finish your time at the event, please drop by our exhibition booth to greet our team and say hello.
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Will you be joining us in Singapore for Sui Basecamp next week? Be sure to track down the Walrus team out on the main floor. Our schedule includes major keynote speeches on the mainstage from @kostascrypto, @kimblgn, and @EmanAbio, while @DLougaris will be taking the AI Builder Lab stage. You will also have the opportunity to explore practical applications during our partner showcases, which will highlight real-world use cases alongside @astros_ag, @AlliumLabs, and @matterhornso. Finally, we warmly invite you to visit our exhibition booth to say hello!
Will you be joining us in Singapore for Sui Basecamp next week? Be sure to track down the Walrus team out on the main floor.

Our schedule includes major keynote speeches on the mainstage from @kostascrypto, @kimblgn, and @EmanAbio, while @DLougaris will be taking the AI Builder Lab stage. You will also have the opportunity to explore practical applications during our partner showcases, which will highlight real-world use cases alongside @astros_ag, @AlliumLabs, and @matterhornso.

Finally, we warmly invite you to visit our exhibition booth to say hello!
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Are you traveling to Singapore next week for Sui Basecamp? If so, be sure to seek out the Walrus team down on the main floor. When you visit the booth, you will have the opportunity to watch persistent state running in real time. The event will also feature major highlights including mainstage keynote presentations delivered by @kostascrypto, @kimblgn, and @EmanAbio. In addition, you can explore real world use cases during the partner showcases alongside @astros_ag, @AlliumLabs, and @matterhornso.
Are you traveling to Singapore next week for Sui Basecamp? If so, be sure to seek out the Walrus team down on the main floor. When you visit the booth, you will have the opportunity to watch persistent state running in real time. The event will also feature major highlights including mainstage keynote presentations delivered by @kostascrypto, @kimblgn, and @EmanAbio. In addition, you can explore real world use cases during the partner showcases alongside @astros_ag, @AlliumLabs, and @matterhornso.
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Just as leasing a home prevents you from accumulating long-term equity, relying on rented artificial intelligence models yields the exact same result. During his conversation on @chain_ofthought, @thomsonreuters CTO @JoelHron discussed this concept in detail. He emphasized that maintaining ownership of your AI models is what truly allows the specialized knowledge of your team to compound and grow over the years. Walrus presents the entire episode, which you can watch here https://youtu.be/CQpAVPSYPxI
Just as leasing a home prevents you from accumulating long-term equity, relying on rented artificial intelligence models yields the exact same result. During his conversation on @chain_ofthought, @thomsonreuters CTO @JoelHron discussed this concept in detail. He emphasized that maintaining ownership of your AI models is what truly allows the specialized knowledge of your team to compound and grow over the years. Walrus presents the entire episode, which you can watch here https://youtu.be/CQpAVPSYPxI
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In a recent episode of the Lessons in Product Management podcast, @kimblgn joined the show to share insights on the future of product development. The engaging conversation focused on creating technology for an agentic world, exploring exactly what shifts occur when your primary end user is an AI agent rather than a human being. The interview highlighted several essential concepts for listeners. It detailed how approaches to product leadership need to change once these agents act as the main consumers of your technology stack. The discussion also stressed the need to build infrastructure that places a heavy emphasis on provenance, user control, and auditability right from the foundation. Finally, the conversation explained the critical role of maintaining a portable and durable state, a factor that becomes vital when workflows extend across multiple models and runtimes. To catch all of these insights, you can tune into the entire episode right here: https://open.spotify.com/episode/4wJabCwDVGX52mAZRN74ia
In a recent episode of the Lessons in Product Management podcast, @kimblgn joined the show to share insights on the future of product development. The engaging conversation focused on creating technology for an agentic world, exploring exactly what shifts occur when your primary end user is an AI agent rather than a human being.

The interview highlighted several essential concepts for listeners. It detailed how approaches to product leadership need to change once these agents act as the main consumers of your technology stack. The discussion also stressed the need to build infrastructure that places a heavy emphasis on provenance, user control, and auditability right from the foundation. Finally, the conversation explained the critical role of maintaining a portable and durable state, a factor that becomes vital when workflows extend across multiple models and runtimes.

To catch all of these insights, you can tune into the entire episode right here: https://open.spotify.com/episode/4wJabCwDVGX52mAZRN74ia
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During a recent appearance on the Lessons in Product Management podcast, @kimblgn shared valuable insights on guiding products into an agentic future. This engaging conversation explored the fascinating shift that occurs when artificial intelligence agents replace humans as the primary end users. The discussion offered several essential highlights. First, it examined the ways product leadership must adapt once these agents become the main consumers of a technology stack. The dialogue also emphasized the importance of building infrastructure that prioritizes user control, auditability, and provenance from the ground up. Furthermore, the episode tackled the necessity of maintaining a durable and portable state, which proves crucial whenever workflows operate across various models and runtimes. To hear the complete conversation, check out the full episode at https://lnkd.in/gm5PWpSQ
During a recent appearance on the Lessons in Product Management podcast, @kimblgn shared valuable insights on guiding products into an agentic future. This engaging conversation explored the fascinating shift that occurs when artificial intelligence agents replace humans as the primary end users.

The discussion offered several essential highlights. First, it examined the ways product leadership must adapt once these agents become the main consumers of a technology stack. The dialogue also emphasized the importance of building infrastructure that prioritizes user control, auditability, and provenance from the ground up. Furthermore, the episode tackled the necessity of maintaining a durable and portable state, which proves crucial whenever workflows operate across various models and runtimes.

To hear the complete conversation, check out the full episode at https://lnkd.in/gm5PWpSQ
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Next week at Sui Basecamp, our team is excited to demonstrate to creators the possibilities that emerge when artificial intelligence memory is paired with a clean user interface. We recognize that although expanding context windows offers an effective solution for temporary scaling needs, achieving genuine agent autonomy relies on maintaining a persistent state that survives whenever an application restarts. We would love to hear about your own experiences with this challenge. At what specific point do context restrictions begin to cause failures in your current technology stack?
Next week at Sui Basecamp, our team is excited to demonstrate to creators the possibilities that emerge when artificial intelligence memory is paired with a clean user interface.

We recognize that although expanding context windows offers an effective solution for temporary scaling needs, achieving genuine agent autonomy relies on maintaining a persistent state that survives whenever an application restarts.

We would love to hear about your own experiences with this challenge. At what specific point do context restrictions begin to cause failures in your current technology stack?
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The team at Walrus had an incredibly productive September, and we are excited to share our latest releases with you. Starting things off, @matterhornso is officially adopting Walrus Memory as its standard backend. Because of this integration, team members can seamlessly share agent conversations, audit results, deployment history, and project context, ensuring all of this information persists between sessions. Additionally, more than 5,000 users of @ASI_Alliance will now gain access to decentralized AI models supported by Walrus. In other major news, we are seeing $7.7B in Real-World Assets move to our ecosystem, as @Blockticity prepares to introduce over 1M authenticated trade records to Walrus. We also want to congratulate the winners of Sui Overflow. The victorious projects include Carry, which provides verifiable memory receipts, Suize, offering one-call verified sites, and Kraterion, an application for S3 compatible sealed files developed by @StatescuRazvan. For those looking to get involved, Walrus Session 8 is currently LIVE. You have until October 9 to participate in building chatbots that possess memory capabilities. Furthermore, we are proud to act as a presenting sponsor for season four of @chain_ofthought. Be sure to tune into the newest episodes, where you can hear @chainguard_dev CEO @dlorenc discuss the reasons why time to exploit has gone negative, alongside @sang_wen from @genspark_ai detailing how to build a second brain for agents. Finally, if you happen to be in Singapore for Sui Basecamp on Oct 7 and 8, we would love to connect. Feel free to visit the Walrus booth in person or watch our Head of Product, @kimblgn, speak on stage.
The team at Walrus had an incredibly productive September, and we are excited to share our latest releases with you.

Starting things off, @matterhornso is officially adopting Walrus Memory as its standard backend. Because of this integration, team members can seamlessly share agent conversations, audit results, deployment history, and project context, ensuring all of this information persists between sessions. Additionally, more than 5,000 users of @ASI_Alliance will now gain access to decentralized AI models supported by Walrus.

In other major news, we are seeing $7.7B in Real-World Assets move to our ecosystem, as @Blockticity prepares to introduce over 1M authenticated trade records to Walrus. We also want to congratulate the winners of Sui Overflow. The victorious projects include Carry, which provides verifiable memory receipts, Suize, offering one-call verified sites, and Kraterion, an application for S3 compatible sealed files developed by @StatescuRazvan.

For those looking to get involved, Walrus Session 8 is currently LIVE. You have until October 9 to participate in building chatbots that possess memory capabilities.

Furthermore, we are proud to act as a presenting sponsor for season four of @chain_ofthought. Be sure to tune into the newest episodes, where you can hear @chainguard_dev CEO @dlorenc discuss the reasons why time to exploit has gone negative, alongside @sang_wen from @genspark_ai detailing how to build a second brain for agents.

Finally, if you happen to be in Singapore for Sui Basecamp on Oct 7 and 8, we would love to connect. Feel free to visit the Walrus booth in person or watch our Head of Product, @kimblgn, speak on stage.
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We have seen incredible progress throughout our ecosystem this past month, with developments ranging from integrated agent memory systems on Matterhorn to the introduction of $7.7B in real-world assets. Here is a comprehensive look at our most recent launches and updates. In an exciting collaboration, @matterhornso has chosen Walrus Memory to serve as its primary backend solution. This integration ensures that team members can seamlessly share and retain agent conversations, audit outcomes, deployment logs, and overall project context from one session to the next. Additionally, we are thrilled to share that more than 5,000 individuals using @ASI_Alliance will now have access to decentralized artificial intelligence models supported directly by Walrus. Expanding into massive real-world value, @Blockticity is migrating over 1M authenticated trade records to the Walrus platform, representing a staggering $7.7B in real-world assets. We also want to congratulate the champions of the Sui Overflow competition. The winning projects include Kraterion developed by @StatescuRazvan which features S3-compatible sealed files, Suize which offers one-call verified sites, and @CarrySui which provides verifiable memory receipts. For developers looking to build, Walrus Session 8 is currently active until October 9, inviting participants to create memory-enabled chatbots. In media news, Walrus Memory is proud to act as the presenting sponsor for the fourth season of the @chain_ofthought podcast. Be sure to tune into the newest episodes where @sang_wen from @genspark_ai discusses creating a second brain for autonomous agents, and @dlorenc, the CEO of Chainguard, explains the phenomenon of negative time to exploit. If you are attending Sui Basecamp in Singapore next week, please come find us. You can visit the Walrus exhibition booth or watch our Head of Product, @KimberlyLogan, speak on the main stage. To receive all of our comprehensive monthly updates directly, please subscribe to our newsletter by visiting https://walrus.xyz/newsletter/
We have seen incredible progress throughout our ecosystem this past month, with developments ranging from integrated agent memory systems on Matterhorn to the introduction of $7.7B in real-world assets. Here is a comprehensive look at our most recent launches and updates.

In an exciting collaboration, @matterhornso has chosen Walrus Memory to serve as its primary backend solution. This integration ensures that team members can seamlessly share and retain agent conversations, audit outcomes, deployment logs, and overall project context from one session to the next. Additionally, we are thrilled to share that more than 5,000 individuals using @ASI_Alliance will now have access to decentralized artificial intelligence models supported directly by Walrus.

Expanding into massive real-world value, @Blockticity is migrating over 1M authenticated trade records to the Walrus platform, representing a staggering $7.7B in real-world assets. We also want to congratulate the champions of the Sui Overflow competition. The winning projects include Kraterion developed by @StatescuRazvan which features S3-compatible sealed files, Suize which offers one-call verified sites, and @CarrySui which provides verifiable memory receipts.

For developers looking to build, Walrus Session 8 is currently active until October 9, inviting participants to create memory-enabled chatbots. In media news, Walrus Memory is proud to act as the presenting sponsor for the fourth season of the @chain_ofthought podcast. Be sure to tune into the newest episodes where @sang_wen from @genspark_ai discusses creating a second brain for autonomous agents, and @dlorenc, the CEO of Chainguard, explains the phenomenon of negative time to exploit.

If you are attending Sui Basecamp in Singapore next week, please come find us. You can visit the Walrus exhibition booth or watch our Head of Product, @KimberlyLogan, speak on the main stage.

To receive all of our comprehensive monthly updates directly, please subscribe to our newsletter by visiting https://walrus.xyz/newsletter/
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It can be frustrating when your artificial intelligence sessions reset, requiring you to clarify your project context from the very beginning. To solve this problem, Walrus and @matterhornso are introducing persistent memory to blockchain workflows that utilize AI assistance. With this new integration, your progress is securely maintained across different teams and future sessions, saving you from ever having to start over again. You can view the complete announcement and learn more at the following link: https://blog.walrus.xyz/matterhorn-walrus-persistent-memory-ai-workflows/
It can be frustrating when your artificial intelligence sessions reset, requiring you to clarify your project context from the very beginning. To solve this problem, Walrus and @matterhornso are introducing persistent memory to blockchain workflows that utilize AI assistance. With this new integration, your progress is securely maintained across different teams and future sessions, saving you from ever having to start over again. You can view the complete announcement and learn more at the following link: https://blog.walrus.xyz/matterhorn-walrus-persistent-memory-ai-workflows/
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Although artificial intelligence agents are capable of executing tasks, it is your data that truly unlocks their potential. Every piece of context, historical record, file, and detail gathered by your applications and agents serves to build your unique competitive edge. As we progress through the #AI era, it is essential for this data to remain fully portable and travel alongside you. Be ready for October 7th, when we will introduce an innovative approach for linking your data seamlessly between various applications and artificial intelligence tools.
Although artificial intelligence agents are capable of executing tasks, it is your data that truly unlocks their potential. Every piece of context, historical record, file, and detail gathered by your applications and agents serves to build your unique competitive edge. As we progress through the #AI era, it is essential for this data to remain fully portable and travel alongside you. Be ready for October 7th, when we will introduce an innovative approach for linking your data seamlessly between various applications and artificial intelligence tools.
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Please join our Discord community tomorrow for an engaging AMA session featuring Satyam Bansal from @redsentinel_ai. During this event, we will explore the ways Red Sentinel develops AI security on Walrus and @SuiNetwork. We will also unpack the mechanics of their architecture and discuss the critical importance of verifiable context. As an added bonus, attendees will get an exclusive preview of what to expect in the upcoming Walrus Session. Mark your calendar for September 30, 2026, at 12:00 PM UTC. You can access the conversation by visiting the Walrus Discord at http://discord.gg/walrus. We hope to see you there.
Please join our Discord community tomorrow for an engaging AMA session featuring Satyam Bansal from @redsentinel_ai.

During this event, we will explore the ways Red Sentinel develops AI security on Walrus and @SuiNetwork. We will also unpack the mechanics of their architecture and discuss the critical importance of verifiable context. As an added bonus, attendees will get an exclusive preview of what to expect in the upcoming Walrus Session.

Mark your calendar for September 30, 2026, at 12:00 PM UTC. You can access the conversation by visiting the Walrus Discord at http://discord.gg/walrus. We hope to see you there.
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In preparation for Sui Basecamp, our team is outlining the future trajectory of stateful AI infrastructure. While artificial intelligence systems are constantly improving, they still lose all contextual information as soon as a conversation closes. We want to hear your perspective on this challenge. If the issue of persistent memory remains unresolved by 2027, what do you believe will be the most critical workflow breakdown caused by AI agents? Please share your thoughts with us in the responses.
In preparation for Sui Basecamp, our team is outlining the future trajectory of stateful AI infrastructure. While artificial intelligence systems are constantly improving, they still lose all contextual information as soon as a conversation closes. We want to hear your perspective on this challenge. If the issue of persistent memory remains unresolved by 2027, what do you believe will be the most critical workflow breakdown caused by AI agents? Please share your thoughts with us in the responses.
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The primary obstacle in the industry has transitioned from discovering vulnerabilities to repairing them. This shift is happening because open models have significantly reduced the financial barrier to creating new threats. To explain exactly why security defenders must improve their response times, @chainguard_dev CEO @lorenc_dan recently sat down for an engaging conversation with @ConorBronsdon on @chain_ofthought. This content is presented by Walrus.
The primary obstacle in the industry has transitioned from discovering vulnerabilities to repairing them. This shift is happening because open models have significantly reduced the financial barrier to creating new threats.

To explain exactly why security defenders must improve their response times, @chainguard_dev CEO @lorenc_dan recently sat down for an engaging conversation with @ConorBronsdon on @chain_ofthought.

This content is presented by Walrus.
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Зараз у Амстердамі @kostascrypto та вся команда Walrus присутні на @HumanXCo. Наша поточна увага — інтеграція Walrus Memory у саме серце стеку ШІ, що безпосередньо вирішує проблему втрати контексту для багат агентних систем. #HumanX2026 #AI #WalrusMemory
Зараз у Амстердамі @kostascrypto та вся команда Walrus присутні на @HumanXCo. Наша поточна увага — інтеграція Walrus Memory у саме серце стеку ШІ, що безпосередньо вирішує проблему втрати контексту для багат агентних систем.

#HumanX2026 #AI #WalrusMemory
Частково правда
Під час нещодавньої дискусії в кімнаті @HumanXCo один із учасників запитав, чи ця технологія призначена для щоденних споживачів або для корпоративних клієнтів. @kostascrypto відповів, підкресливши, що бізнес, імовірно, стане найпомітнішою категорією користувачів. Він пояснив, що корпораціям притаманна особлива потреба вибірково керувати доступом до даних залежно від їхнього географічного регіону, конкретних застосунків для LLM та низки інших факторів. Переходячи до персональної сторони рівняння, він зазначив, що люди часто діляться глибшими таємницями зі своїми агентами ШІ та LLM, ніж із власними партнерами чи найкращими друзями. Для цих щоденних користувачів Walrus Memory виступає як щит, щоб захистити цю приватну інформацію, надаючи їм повний контроль над тим, коли можна перемістити або обмежити доступ до своїх даних.
Під час нещодавньої дискусії в кімнаті @HumanXCo один із учасників запитав, чи ця технологія призначена для щоденних споживачів або для корпоративних клієнтів. @kostascrypto відповів, підкресливши, що бізнес, імовірно, стане найпомітнішою категорією користувачів. Він пояснив, що корпораціям притаманна особлива потреба вибірково керувати доступом до даних залежно від їхнього географічного регіону, конкретних застосунків для LLM та низки інших факторів.

Переходячи до персональної сторони рівняння, він зазначив, що люди часто діляться глибшими таємницями зі своїми агентами ШІ та LLM, ніж із власними партнерами чи найкращими друзями. Для цих щоденних користувачів Walrus Memory виступає як щит, щоб захистити цю приватну інформацію, надаючи їм повний контроль над тим, коли можна перемістити або обмежити доступ до своїх даних.
Верифіковано
Многие люди вагатимуться переходити між різними LLM просто тому, що турбуються, аби не залишити позаду цінний контекст і історію розмов, яку вони вже встигли напрацювати. Під час живої презентації в @HumanXCo Amsterdam @kostascrypto продемонстрував бездоганне рішення. Він показав Walrus Memory, наочно пояснивши, як платформа спрощує процес зміни моделей — даючи змогу без зусиль взяти з собою всі свої дані.
Многие люди вагатимуться переходити між різними LLM просто тому, що турбуються, аби не залишити позаду цінний контекст і історію розмов, яку вони вже встигли напрацювати. Під час живої презентації в @HumanXCo Amsterdam @kostascrypto продемонстрував бездоганне рішення. Він показав Walrus Memory, наочно пояснивши, як платформа спрощує процес зміни моделей — даючи змогу без зусиль взяти з собою всі свої дані.
Уявіть наслідки, якби постійна пам’ять вашого ШІ-агента випадково записала реальне ім’я клієнта. Під час Walrus Session 7 @UyLeQuoc розібрав саме цей сценарій, провівши аудит підказки міжінструментальної пам’яті, відомої як Continuum. Ця ґрунтовна перевірка привела до успішного усунення двох критично важливих вразливостей щодо конфіденційності та ранжування. Щоб вирішити ці проблеми, перше рішення запровадило локальне псевдокодування клієнтів, яке гарантує, що особисті ідентичності надійно зберігаються поза ланцюгом (off-chain). Друге удосконалення встановило щомісячні простори імен — зміна, покликана надавати пріоритет сортуванню за часом замість того, щоб покладатися на семантичний ранг. Ви можете переглянути повний аудит безпеки та отримати доступ до підказки за цим посиланням: https://inkray.xyz/article?id=i-gave-my-ai-a-memory-it-can-never-delete-then-i-read-what-it-was-about-to-write-701fd1d0f587c800
Уявіть наслідки, якби постійна пам’ять вашого ШІ-агента випадково записала реальне ім’я клієнта. Під час Walrus Session 7 @UyLeQuoc розібрав саме цей сценарій, провівши аудит підказки міжінструментальної пам’яті, відомої як Continuum. Ця ґрунтовна перевірка привела до успішного усунення двох критично важливих вразливостей щодо конфіденційності та ранжування.

Щоб вирішити ці проблеми, перше рішення запровадило локальне псевдокодування клієнтів, яке гарантує, що особисті ідентичності надійно зберігаються поза ланцюгом (off-chain). Друге удосконалення встановило щомісячні простори імен — зміна, покликана надавати пріоритет сортуванню за часом замість того, щоб покладатися на семантичний ранг.

Ви можете переглянути повний аудит безпеки та отримати доступ до підказки за цим посиланням: https://inkray.xyz/article?id=i-gave-my-ai-a-memory-it-can-never-delete-then-i-read-what-it-was-about-to-write-701fd1d0f587c800
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