2025.08.04 product update - closed beta. TRADING EXECUTION + autonomous trading is live with Oblivia (price predictions) and Vega (quant trader) agents collaborating for predictions and execution, using signal evaluation and risk-adjusted strategies. AGENT SWARM + in-chat dynamic, context-aware prompt recommendations added. + one-on-one chats with agents (Echo, Sentra, Mobu, Bravo, Solvion) for domain-specific support. + quick buy/sell integrated with customizable presets. + agents are more opinionated with fine-tuned parameters for bolder responses. + improved comprehension, faster processing via ResolveNode logic, and structured outputs. + system v2 enhances data synthesis for firm recommendations. + SSE → WebSocket migration: full switch to bi-directional WebSockets. eliminates connection drops, unlocks live control (pause, cancel, multiplexing). CORE INFRASTRUCTURE + explore section (token discovery) nearly ready. + privy & 2FA for secure signup/login. now you can login with google and/or wallet. + real-time price feeds via Pyth Network and WebSocket streaming for on-chain activity. + Zustand for state management, gRPC for low-latency communication. gRPC ADVANCEMENTS: + listen for sol-token pair liquidity balances across 50 AMMs to deliver pool info updates– from position to rewards. + high-frequency swap streams for any token mints, complete with trader balance change and account info. + give agents real-time info for account balance change with token event livestreams from meteora, orca, raydium, and more routes decoded via data links between token ownership and program execution. UX/UI + major rebrand; new visual identity, minimal UI, refined flows. we dropped the hacker-terminal look for something smoother and clearer. + dual-mode chat: talk to agents via standard text or a new diagram interface, built for degens who want more structure and actionable outputs.This marks a new UX era when it comes to engaging and interacting with agents. + onboarding tutorial for new users. + enhanced agent response visualization and smoother performance. + shareable PnL cards with XCC rewards. 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.