$CHAT January Recap: A Month of Breakthroughs 1️⃣ Achieved the world's best chunking: Surpassed massive AI companies across all metrics, with miners continuing to improve daily! 2️⃣ Chunking in full swing: Building out full platform & dashboard, alongside open source solutions for text, audio & video chunking. 3️⃣ Image generation breakthroughs: Massive improvements in character consistency, enabling seamless world transitions at an affordable cost 4️⃣ Toffees come alive: Characters are always moving! Dynamic Emotions are no longer still images—they're now immersive videos that seamlessly transition. 5️⃣ Creator network in the works: Behind-the-scenes, continuing to expand on a massive network of artists and influencers to ensure a strong Toffee launch 6️⃣ LLM Infra optimization: Potentially lowering conversation costs to just $0.01 per hour 7️⃣ Mobile development progress: Toffee app approaching live demo phase! And February is already shaping up to be much bigger...

🎭 Character Consistency: Major Update A few weeks ago, we showed early progress. Today, we're showcasing a massive leap forward! Characters now maintain near perfect consistency across different outfits, poses, and environments—completely immersing them into any user-imagined world.

⚙️ RAG Engine Developers will be able to experience our best-in-class text chunking firsthand in our playground—with RAG based on their own documents. Powered by $TAO | SN40

February is going to be an incredibly exciting month...

🛠️ Build-in-Public: Toffees on the Web UI

📊 Subnet Dashboard Upgrade Track our performance against industry leaders with our new hero component! Now in addition to our KPIs, you can compare across all metrics at every token size: - Context Recall - Context Precision - F1-Scores Watch how our lead over Unstructured and AI21 has grown over time. Explore now:

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Introducing "For You" A personalized feed of characters, each with their unique scenario. Scroll to discover new characters and Toffees! Would you scroll past her? 🤔

$CHAT Weekly Recap (1/17-1/24) 1️⃣ Achieved the world's best chunking: Our subnet surpassed AI21 and Unstructured, and continues to improve daily! 2️⃣ Unveiled Toffees: Characters that breathe, emote, and adapt to user-created worlds 3️⃣ Modernized UI/UX design: Incorporated "For You" and other powerful design patterns 4️⃣ Voice cloning model: Final adjustments underway, demo coming soon! 5️⃣ Chunking platform progress: Major breakthroughs in document extraction, aiming to achieve best-in-class OCR

🏁 The Competition Never Stops Despite having just announced achieving world-leading chunking performance, the competition among miners continues to intensify. Already, new miners have surpassed the leaders from last week's benchmark. The gap between our subnet and the rest of the world is only getting wider!

✨ Introducing Toffees: Living Characters Our flagship feature combines all our breakthroughs: Dynamic Emotions, Backgrounds, and Attire—brought to life in user-created worlds through Candies. Toffees never stand still. Each character breathes with subtle animations—hair swaying in the wind, gentle movements that make them feel alive. But when emotions stir, the magic deepens. Characters express themselves through text, voice, facial expressions, and body language—creating truly dynamic interactions. At the heart of every Toffee is a Candy: defining how the character transforms, what's going on through a scenario, as well as extensive story lines and lore about the world. Preview the magic of Toffees👇

@mogmachine Yes, in the very near future we'll be releasing that will offer chunking API access as well as directly competing with Unstructured at a no-code ETL for RAG / data-ingestion platform.

Toffee: Live Characters

🧠 Toffee Enables Effectively Unlimited Memory Most AI chat platforms simply forget your conversations—leading to immersion-breaking hallucinations and the #1 frustration for users. Messages beyond the context limit? Gone forever. Toffee is built different. Built on our namesake of vector database technology, our innovative RAG system delivers human-like memory: • Past conversations stored as long-term memories • Context-aware retrieval based on current dialogue • No arbitrary message limits Why are we the first to deliver this? 1. Many platforms prioritize visuals over conversation quality. We're building the premier platform with uncompromising focus on user experience. 2. For others, it's simply too expensive. After a year of optimization and building RAG products, we've made it possible to bring unlimited memory to everyone—for free! Unlimited character memory. For everyone. For free.

🎉 Community Milestone: 6,000 Followers! What a way to start 2025! Thank you to our incredible community for being part of this journey. This is the year of $CHAT, Toffee, and Bittensor. We're just getting started!

🔍 Toffee Mobile: Search That Actually Works The leading AI chat platforms struggle with character discovery. Search is often very barebones, barely functioning if at all. With multiple characters sharing names, and no meaningful way to filter between results, finding what you want becomes frustrating. Search on Toffee, however, is meant to be used: - Smart search history - Explore categories & tags - Real-time search suggestions - Filter options Simple, powerful, and built to help you find exactly what you're looking for.

$CHAT Weekly Recap (1/1 - 1/7) 1⃣ Released Body Language Demo—characters now express emotions through posture and movement 2⃣ Completed our "Live Character" unique feature set: - Emotion (expressions & poses) - Look (clothing) - Scene (backgrounds) 3⃣ Major progress on both mobile & web development! 4⃣ New Video features under development—demo dropping soon! 👀 5️⃣ Next chunking benchmark underway amid fierce competition—this month has seen the high number of top miner rank changes! 6⃣ Subnet privacy network entering final testing before testnet launch

���� Dynamic Emotions: Body Language Demo Beyond facial expressions—our characters convey emotion through their entire body! Watch as poses naturally shift to match their emotional state. Keep in mind: This is all without any custom training! At just $0.00025 per image, your characters can express anything you imagine! Early demo below shows how body language transforms with mood 👇