According to @ki_young_ju, Live Summary tracks real-time sentiment shifts from selected analysts and includes an aggregated sentiment chart from a user watchlist for streamlined monitoring of crypto market views, Source: @ki_young_ju on Twitter. The tool provides one-liners for each analyst’s opinion and displays original posts with support for 18 languages, Source: @ki_young_ju on Twitter. BTC daily summary starts distribution today via Telegram for connected users, Source: @ki_young_ju on Twitter. The service is free and currently in beta with possible translation or accuracy issues noted, Source: @ki_young_ju on Twitter. A lifetime membership will be awarded to the user who provides the best feedback, Source: @ki_young_ju on Twitter. Access via unbias.fyi/live-summary, Source: @ki_young_ju on Twitter.

According to @ki_young_ju, Unbias.fyi has implemented a fundamental upgrade to its crypto sentiment labeling, shifting from overall bull/bear ratios to weighting only clear, explicit directional calls and using each analyst’s most recent position, which he confirms is accurate. source: x.com/ki_young_ju/status/2003596761156448384; x.com/unbias_fyi/status/2003592833513422893 Unbias states that when analysts publicly commit to a directional view, its measured accuracy is nearly 100%, and it will overlay clear calls on charts to catch any remaining mislabels. source: x.com/unbias_fyi/status/2003592833513422893 Rankings will be recalculated soon under the updated algorithm, indicating upcoming changes to displayed analyst performance within sentiment tracking. source: x.com/unbias_fyi/status/2003592833513422893; unbias.fyi/analysts