2025.08.06 product update - closed beta // TRADING + autonomous trading live with Oblivia (price prediction) and Vega (quant trader) agents, using signal evaluation and risk-adjusted strategies // AGENT SWARM + in-chat, context-aware prompt suggestions + one-on-one agent chats for domain-specific support + quick buy/sell with presets + improved agent comprehension, faster processing via ResolveNode logic, and structured outputs. + WebSocket migration: full switch to bi-directional WebSockets. eliminates connection drops & unlocks live control (pause, cancel, multiplexing). // CORE INFRASTRUCTURE + "explore" v1: discover new and trending pairs + real-time price feeds via @PythNetwork + Zustand and gRPC for efficient, low-latency communication. + gRPC: listen for sol-token pair liquidity balances across 50 AMMs to deliver pool info updates– from position to rewards. + gRPC: high-frequency swap streams for any token mints, complete with trader balance change and account info. + gRPC: give agents real-time info for account balance change with token event livestreams from multiple routes. // PREDICTIONS + new performance stats: track PnL, accuracy, and daily prediction impact. + minimum precision threshold: if a model doesn’t reach 88%+ precision, no prediction is made. + whale safeguard: if price drops >3.5% within minutes post-train, predicted UP tokens are discarded. + auto-tuning system: weekly script now adjusts model parameters for optimal precision, speeding up iteration cycles. + next: live hyper-parameter triggers: when the model drops below 70%, it’ll self-adjust on the spot. + we’re unifying our LSTM-based directional price prediction model with a quant + trading strategy to achieve a completely autonomous and self-sufficient, AI-led hedge fund. + some predictions stats: (1) overall precision: 87.71%. (2): price increases (1) : 96.49%. (3): av. daily return per token for price increase predictions is 12.49%. + predictions are verified by @SaharaLabsAI on a monthly basis. + building a SOL/USD log-return model alongside @AlloraNetwork w/ early results: 71% directional accuracy, 50% improvement in WRMSE and WZPTAE. // UX/UI + dApp fully rebranded, intuitive ui/ux and refined flows. we dropped the hacker-terminal look for something smoother and clearer + dual-mode chat (text/diagram visualization mode for agents' responses) + secure google and/or wallet signup with @privy_io & 2FA + onboarding tutorial + better response visuals, smoother performance + shareable PnL cards with XCC rewards turn on notis or miss the two announcements we'll drop. both are stupidly bullish and will melt brains.