The ChenInstitute's OMNE framework just revolutionized AI memory, claiming #1 on the GAIA leaderboard.

Hey, remember me? No?

Stop settling for AI tools with the memory of a goldfish.

@TankaChat remembers everything, thanks to It's Long-Term Memory.

This is the game-changing upgrade you’ve been waiting for:

Achieved first place on GAIA benchmark with 40.53% accuracy on test set

🧠 TCCI's AI researchers applied neuroscience knowledge to create OMNE Multiagent Framework. The system leads the GAIA leaderboard - the benchmark developed by @Meta AI, @Huggingface, and @AutoGPT.

Today's AI models are plagued by a lack of long-term memory, resulting in static knowledge, limited adaptability, and an inability to learn from the past.

- Crushed it with a 40.53% success rate on GAIA

- Claimed the global #1 spot, outshining top tech giants

- Pioneered the first framework to seamlessly integrate real long-term memory into AI

2. What is GAIA?

GAIA, crafted by @huggingface, @metaai, and @Auto_GPT, is the ultimate proving ground for AI agents. It pushes their limits in reasoning, coordination, web navigation, and beyond.

As one of the most demanding benchmarks, GAIA tests AI assistants' prowess in tackling real-world challenges.

3. What is OMNE?

Inspired by neuroscience research on long-term memory (LTM), the OMNE Framework enables AI to continuously learn, self-evolve, and move closer to autonomous cognition.

It functions as a “brain-like” memory system, transforming AI adaptability and retention.

4. What sets this breakthrough apart?

Omni+Mnemonic(OMNE) revolutionizes AI memory by introducing genuine Long-Term Memory (LTM). Inspired by the cerebral cortex’s columnar structure, it mirrors human methods of retaining and processing information.

5. A key challenge with current AI models 🧠

It is their reliance on static, short-term memory, limiting their ability to retain and build on past experiences. OMNE overcomes this by introducing dynamic, long-term memory. 🚀

The magic?

A multi-agent architecture where AI “agents” share and update memories.

This means AI adapts in real-time, growing smarter and more personalized without retraining from scratch every time.

- Learn independently

- Share collective memories

- Adapt instantly

- Evolve through experience

7. What's the secret behind it?

OMNE’s architecture is inspired by the brain’s information-processing system:

🧠 independent processing units

💾 a shared memory structure

🔄 continuous knowledge updates

⏱️ real-time adaptability

8. Why is Long-Term Memory (LTM) a Game-Changer in AI?

Long-Term Memory (LTM) revolutionizes AI by letting models store, process, and leverage data across multiple sessions—unlike traditional LLMs that hit the reset button after each interaction.

With its hierarchical storage (raw conversations, structured summaries, learned patterns) and real-time updates, LTM ensures models retain memory and evolve with each user.

LTM unlocks:

→ Continuous learning and adaptation

→ Personalized model evolution

→ Multi-agent collaboration

→ Autonomous decision-making

Enhanced real-world impact: LTM empowers AI to provide sharper, more personalized responses by leveraging past interactions and long-tail data, crucial for precise decision-making.

9. The @ChenInstitute team at Tianqiao & Chrissy Chen Institute smashed through three major challenges:

- Harnessing real-world data

- Crafting synthetic data

- Streamlining memory use

All while keeping the system perfectly scalable!

10. The research has massive real-world implications in industries such as healthcare and enterprise collaboration, where large amounts of heterogeneous multimodal data is processed, and extensive knowledge for complex reasoning and personalization is required.

Based on the OMNE framework, the team has built @TankaChat "Tanka”, an AI messenger with memory for team collaboration. Unlike most of today's AI assistants that have limited context windows and lack long-term memory, Tanka has persistent memory of your work so that it delivers context-aware smart replies, timely insights, and proactive suggestions directly in your workflows.

Get beta access today https://www.tanka.ai

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