With Sam Altman hinting at what’s next for OpenAI, the world is watching closely for updates on ChatGPT 5 from GPT 4.5. Business leaders, AI professionals, and tech enthusiasts are all asking the same question—what new capabilities will this next-generation AI bring? While there’s no official release date yet, the conversations so far suggest two areas will take center stage for the intended roadmap update better reasoning for artificial general intelligence and advanced memory capabilities.

So, why do these two features matter so much? Imagine an AI that doesn’t just respond to one-off queries but understands context across multiple conversations. It remembers your previous chats, adapts to your business goals, and helps automate workflows without needing constant reprogramming. That’s the promise of AI memory—an assistant that truly works like a part of your team.

ChatGPT 5 could bring us closer to that reality with improved memory retention, natural language processing and deeper reasoning skills. For businesses, this would mean fewer repetitive tasks, a much better job of collaboration across teams, and a more intuitive approach to managing company knowledge. Instead of re-explaining the same details every time, your AI assistant would “remember” past conversations and adapt accordingly.

But while the world waits for the next big leap from OpenAI, there’s already a tool making waves in this space: Tanka. Built with a focus on persistent memory and team-wide knowledge retention, Tanka is redefining what AI-powered collaboration should look like. Its success is backed by academic research on the OMNE framework—an advanced approach to AI memory training that focuses on long-term retention and evolving workflows.

For businesses, Tanka isn’t just another AI messenger—it’s a memory assistant that understands the challenges of managing growing teams and complex workflows. By learning directly from team interactions, Tanka’s AI Assistant provides a more natural way to capture and retain knowledge, ensuring that important insights are never lost. The result? A smarter, more efficient system that helps your team stay on the same page, even as projects change.

In this article, we’ll explore:

  • What to expect from ChatGPT 5 in terms of reasoning and memory
  • Why AI memory is becoming critical for business applications
  • How Tanka is already delivering persistent AI memory and transforming team collaboration

If you’re looking for an AI assistant that goes beyond answering questions and actually remembers what matters to your business, this guide is for you.

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Expected improvements in ChatGPT 5

With growing anticipation around its release, OpenAI ChatGPT 5 is expected to introduce very wide range of game-changing features that could redefine how businesses, teams, and individuals use AI. While official details are still limited, here are the key improvements that industry experts—and even OpenAI’s CEO, Sam Altman—have hinted at:

Better reasoning

One of the most exciting upgrades expected in ChatGPT 5 is improved reasoning abilities and intelligence. The standalone model will likely handle more complex problem-solving tasks, engage in logical reasoning, and assist with decision-making processes that require deeper understanding. For businesses, this means the AI model could handle advanced queries, provide actionable insights, and help teams solve problems faster.

Improved AI memory

Memory has been a long-standing limitation for AI models, but that could change with ChatGPT 5. OpenAI released a hint at better memory retention, meaning the AI will be able to remember past conversations more effectively. Instead of treating every interaction as a blank slate, ChatGPT 5 could retain context, track ongoing projects, and provide continuity across conversations—making it more useful for long-term business workflows.

Multimodal capabilities

ChatGPT 5 is also expected to push the technology boundaries with enhanced multimodal capabilities. This means it could process not just text but also images, and possibly even audio or video inputs. Such technology advancements could open up new possibilities for creative projects, content generation, and more interactive AI experiences.

More personalized responses

Another anticipated improvement is the ability to offer more personalized responses based on user preferences and previous interactions. Instead of generic replies, ChatGPT 5 could adapt its tone, suggestions, and recommendations to align with your specific needs—whether that’s assisting with business strategy or providing insights tailored to your industry.

Stronger safety features

OpenAI is also focusing on making ChatGPT 5 safer and more reliable. The model is expected to feature improved bias reduction, better handling of sensitive topics, and enhanced guardrails to prevent misuse. For businesses, this means a more trustworthy AI that aligns with ethical standards and minimizes the risk of generating problematic content.

Why AI memory is the most important breakthrough

One of the biggest limitations of today’s AI models, including ChatGPT 4, is their inability to remember information across conversations. Every time a new session begins, the context is lost, forcing users to repeat themselves or re-upload documents—an inefficient process, especially for businesses managing complex projects.

This is where AI memory becomes a game-changer. With memory capabilities, AI assistants can retain information over time, making them far more useful for ongoing projects, collaborative workflows, and knowledge management across teams.

Challenges with current AI memory

Despite the potential, most current AI models fall short when it comes to retaining information. Here are the biggest hurdles:

Session resets

Most AI models, including ChatGPT 4, forget everything once a session ends. This means you have to reintroduce context every time you start a new conversation, slowing down productivity and making collaboration harder.

Limited document retention

While AI can analyze documents during a session, it doesn’t store insights for future reference. Businesses often need their AI to “remember” key takeaways, project milestones, or client-specific information—something current models can’t offer.

No team knowledge base

For businesses, one of the biggest needs is an AI that retains company-specific knowledge across employees and workflows. Without memory, AI tools can’t function as a centralized knowledge hub, forcing teams to waste time rediscovering information they’ve already discussed or processed.

Why AI memory will define the future of AI assistants

AI memory isn’t just a nice-to-have feature—it’s what will separate basic chatbots from true business assistants. Here’s why it matters:

  • It allows AI to track long-term projects without needing constant reminders.
  • Teams can rely on AI to remember important details across conversations and workflows.
  • Businesses can build a persistent knowledge base that scales with their growth.

In the near future, the usefulness of AI assistants will depend heavily on their ability to retain and build on past interactions—and that’s where tools like Tanka are already ahead of the curve.

How Tanka already solves the AI memory challenge

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While ChatGPT 5 is expected to introduce improvements in memory retention, Tanka is already providing what businesses and teams need today—an AI-powered messenger with long-term memory that seamlessly integrates into daily workflows. Unlike ChatGPT’s session-based memory, Tanka functions as a Chief Memory Officer, ensuring that important information is never lost between conversations, projects, or platforms.

What makes Tanka different?

Tanka is not just another AI assistant—it is built specifically for teams that rely on continuous knowledge retention, cross-platform collaboration, and AI-powered support for workflows. Here’s what sets it apart:

Persistent memory across conversations

Tanka remembers past discussions, decisions, and project details, allowing teams to continue working without re-explaining context every time they engage with AI. Whether it’s a long-term research initiative or an ongoing client engagement, Tanka ensures continuity.

Smart replies with context-awareness

Tanka leverages its memory to generate AI-powered responses that reflect previous interactions, keeping conversations coherent and aligned with past discussions. Teams using Tanka can pick up where they left off, reducing miscommunication and saving time on repetitive explanations.

Unlimited document storage for long-term knowledge retention

While ChatGPT Projects limits uploads to 20 files, Tanka allows teams to store, retrieve, and reference unlimited documents, making it an essential tool for organizations that manage complex datasets, research findings, and knowledge bases over extended periods.

Cross-platform integration for unified knowledge management

Unlike ChatGPT, which primarily operates as a standalone assistant, Tanka connects with Slack, Gmail, Notion, and WhatsApp to support Smart Reply and generate context-aware reply suggestions within these platforms. While Tanka does not capture or retain memory from external tools, its AI Assistant helps teams quickly access relevant insights by recalling stored knowledge and providing informed responses when needed.

AI memory that businesses can use today

Tanka is already delivering what many expect from future AI advancements—long-term memory, context-aware assistance, and smarter team communication. Instead of waiting for the next AI update, teams can keep conversations organized and access key information without switching between apps. With Tanka, businesses can reduce inefficiencies, improve collaboration, and ensure that important knowledge remains accessible across ongoing projects and discussions.

You might also like: Tips on using an AI executive assistant.

Why AI chat interfaces are the best way to train models

The most effective way to train AI models—especially those designed for better memory and reasoning—is through real-world conversations. Instead of relying on static data or isolated tasks, Tanka’s AI Assistant learns and adapts to the company’s workflow, work culture, and decision-making processes through daily interactions within the team. Over time, it evolves alongside the company, gaining deeper insights to provide more informed recommendations and supporting better decision-making.

Here’s why chat interfaces are the ideal environment for AI training:

Capture real-time conversations

AI chat interfaces allow models to retain context from ongoing team interactions. Instead of starting fresh each time, the AI learns from conversations, recognizing patterns and remembering relevant details for future use.

Continuous learning opportunities

As employees engage with AI during their daily workflows, the model is exposed to new information and real-life scenarios. This helps the AI do better job, refine its understanding and apply what it learns in practical business situations for better job simplifying.

Refine reasoning skills

Real-world human like text and business discussions challenge AI to improve its logical reasoning and problem-solving capabilities. The more it interacts with users in a meaningful way, the better it becomes at making complex decisions and offering valuable insights.

How Tanka shines in AI memory training

Tanka takes this concept further by embedding AI memory directly into team communications. Instead of treating conversations as isolated events, Tanka turns every interaction into a learning opportunity:

  • It remembers context within a single app and thread, allowing it to provide relevant insights during ongoing conversations. If information is added to Team Wiki, Tanka can retrieve it as needed, ensuring key knowledge remains accessible without relying on memory from external platforms.
  • It learns from daily team interactions to provide smarter, context-aware suggestions over time.
  • It builds a persistent knowledge base that improves collaboration and decision-making without disrupting existing workflows.

By creating systems for integrating AI memory into team communication, Tanka doesn’t just respond to commands—it evolves with your business, creating systems for making every conversation part of a smarter, more capable system.

ChatGPT 5 vs. Tanka: which one offers better AI memory?

FeatureChatGPT 5 (Expected) Tanka
Memory retentionLikely better than ChatGPT 4 but still limited Persistent AI memory for ongoing projects
File upload limit20 files per project Unlimited document storage
Context awarenessMay improve but still resets after a limit Full context retention across conversations
Integration with team toolsStandalone AI chat Works with Slack, Gmail, Notion, and WhatsApp
Best forIndividual AI interactions Business workflows and team collaboration

Conclusion: the future of AI memory and team collaboration

While ChatGPT 5 is expected to improve reasoning and memory retention, it is unlikely to function as a true AI-powered knowledge base. The next major leap in AI evolution will come from assistants that do more than generate responses—AI that remembers conversations, retains knowledge across sessions, and actively supports team collaboration rather than resetting context with each interaction.

Tanka stands out as a Chief Memory Officer, designed for businesses that need continuous knowledge retention, structured communication, and real-time AI-powered collaboration. It’s more than just an AI messenger—it helps your team stay aligned by retrieving key insights, summarizing discussions, and ensuring no critical information gets lost.

Tanka offers:

  • Long-term memory that stores and recalls valuable insights from past conversations, team activities, ensuring ongoing project continuity.
  • Seamless integration across platforms like Slack, Gmail, Notion, and WhatsApp, allowing teams to access knowledge wherever they work.
  • Smarter workflows powered by AI memory, enabling real-time learning, automated follow-ups, and contextual responses tailored to past discussions.

Want to experience the next evolution of AI memory? Try Tanka today and transform the way your team collaborates. Sign up for a free Beta

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