Moody's Analytics: Risk warnings intensify, Federal Reserve should keep interest rates unchanged.

According to CoinGecko data, PEARL has fallen from a two-day high of roughly $2.44 to around $1.82 as of October 27, a drop of approximately 25.4%. Its current market capitalization stands at $628 million, with a fully diluted valuation (FDV) of $3.67 billion. The token's price decline has also lowered the USD value of mining output. F2Pool's Pearl page indicates that, based on current network metrics, 1 TH/s of hash power yields about 0.01364887 PRL per day. Calculations using the graphics card hash rate table from the NiceHash mining pool guide show the following theoretical daily outputs: RTX 3080 Ti (129 TH/s) yields ~1.76 PRL, equivalent to ~$3.20; RTX 3080 (115 TH/s) ~1.57 PRL, ~$2.86; RTX 3070 (70 TH/s) ~0.96 PRL, ~$1.74; RTX 3060 Ti (65 TH/s) ~0.89 PRL, ~$1.61; RTX 3060 (47 TH/s) ~0.64 PRL, ~$1.17. For 20-series GPUs, theoretical daily outputs are as follows: RTX 2080 SUPER (48 TH/s) yields ~0.66 PRL, ~$1.19; RTX 2060 SUPER (39 TH/s) ~0.53 PRL, ~$0.97; RTX 2060 (24 TH/s) ~0.33 PRL, ~$0.60. These figures are theoretical daily output values calculated based on current token price and nominal hash rate, and do not account for electricity costs, pool fees, or equipment depreciation. F2Pool's PRL mining pool uses a 1% PPLNS payout model; actual earnings are also affected by share fluctuations and network difficulty changes, so the above amounts should not be treated as net profit.

Insight from Beating AI News: Ant Group’s Lingguang App has launched version 2.0, shifting its focus from chatbot and mini-app generation to a personal AI Agent that assists users with long-term task management. The new version features long-term memory and proactive execution: users only need to state their goals, and the AI will organize steps, follow up continuously, and proactively alert users to key changes, eliminating the need for repeated inquiries. Its new "Help Me Manage" function handles long-term, recurring tasks, such as checking product prices at set intervals and notifying users when they drop to a specified level, or tracking flights, hotels, and travel itineraries to adjust plans promptly in case of delays or restrictions. The update also adds a "My Life" page that centralizes ongoing managed tasks and progress updates requiring user attention. Beyond alerts, Lingguang can now perform actual actions. Previous beta tests showed it connects to external services via Skills and MCP, with examples including sending messages on DingTalk, and querying or controlling smart home devices.

According to Farside data, U.S. spot Bitcoin ETFs posted a net inflow of $110 million yesterday, with only BlackRock’s IBIT disclosing inflow/outflow figures. Separately, U.S. spot Ethereum ETFs saw a net outflow of $88.6 million. Of that total, BlackRock’s ETHA recorded a net outflow of $104.7 million, while Fidelity’s FETH reported a net inflow of $16.1 million.

On October 26, Zcash co-founder Sean Bowe released a Zcash Improvement Proposal (ZIP) draft titled "Terminate ZCG Funding Stream to Support NSM", proposing to end the automatic block subsidy funding flow for the Zcash Community Grants (ZCG) and transfer the remaining 8% share of block subsidies to the Network Sustainability Mechanism (NSM) until the original funding stream expires. The draft notes that ZCG has accumulated sufficient resources to continue funding community projects and no longer requires automatic block subsidies. Per data cited in the proposal, ZCG holds approximately 91,452.98 ZEC, around $8.7962 million in USD assets, and has outstanding grant liabilities of about $2.4172 million. Calculated at a ZEC price of $1,300, its net asset value after deducting liabilities is roughly $125.3 million. These figures are sourced from public dashboards and have not been independently verified. If implemented, the adjustment will only affect future block subsidy allocations: ZCG’s existing assets and their management rules will remain unchanged, and the Coinholder-Controlled Fund’s current 12% share of block subsidies and its duration will also be unaffected. Funds transferred to NSM will be deducted from new issuance and directly credited to the NSM fund, with subsequent handling determined by NSM’s own rules. The proposal remains in draft stage, with no specified mainnet or testnet activation height, and is not part of the currently planned NU7 network upgrade.

Glassnode said in a recent post that investors who bought Bitcoin (BTC) recently have moved out of the strong selling zone. In late September, nearly all positions held by short-term BTC holders were in profit, a figure that has since dropped to around 70%. For investors expecting BTC’s uptrend to continue, current entry conditions have improved significantly compared to a month ago. The decline in the profit ratio of short-term holders indicates that selling pressure from take-profit orders has eased, though this does not guarantee BTC will rise going forward.

Bitcoin analyst Willy Woo has published an article introducing a BTC Monte Carlo simulation model inspired by Sminston With, which generates price paths based on Bitcoin’s historical market performance via a random number generator to simulate potential future trends. Woo noted the model made three key adjustments: first, it incorporates BTC’s cyclical market structure; second, it reconstructs Bitcoin’s true probability distribution from historical data, rather than fitting it to a preset ideal distribution; third, it uses data from the 2018 market bottom through the 2022 market bottom as input, deliberately excluding earlier BTC market data to better reflect the modern market environment shaped by derivatives, ETFs and rapid liquidation mechanisms. Additionally, the model retains a power-law scaling mechanism to capture the phenomenon of diminishing returns for BTC across each cycle. Woo specifically highlighted the 28th percentile simulation path, as it aligns with a pattern he observed: the next market bottom may find support near the previous cycle’s peak. Previously, Sminston With shared another Monte Carlo experiment projecting BTC simulations to 2034, which ran 5,000 total trials. Its results showed no simulated price fell below the current ~$80,000 level; the median result was ~$1.48 million, and even the lowest 5% of outcomes reached ~$464,000. It is important to note that these figures are simulation results based on specific assumptions and historical data, not definitive price predictions. The model’s conclusions are subject to factors including input data, diminishing return assumptions, and changes in market structure.