I-Cyber intelligence ikwazi ukuvikelwa nge-consensus. Ukuguqulwa okwenziwe kuqala emangalisayo - phakathi kwama-analytics abacwaningi abacwaningi abacwaningi ama-tools yabo, noma ngaphakathi kwama-engineering amancane abacwaningi abacwaningi ngaphambi kokubili kwebhizinisi. Ngamavu, abacwaningi abacwaningi abacwaningi abacwaningi abacwaningi abacwaningi abacwaningi abacwaningi abacwaningi abacwaningi abacwaningi abacwaningi abacwaningi abacwaningi abacwaningi abacwaningi abacwaningi abacwaningi abacwaningi abacwaningi abacwaningi abacwaningi abacwaningi abacwaningi abacwaningi abacwaningi abacwaningi ab Umphumela wokugqibela wokugqibela wokugqibela wokugqibela wokugqibela, i-RealEye iye iye iye iye iye iye iye iye iye iye iye iye iye iye iye iye iye iye iye iye iye iye iye iye iye iye iye iye iye iye iye iye iye iye iye iye iye iye iye iye iye. Umthengisi we-RealEye wahlukanisa kakhulu kusuka kumadivayisi we-OSINT embalwa kuyinto ukwehlukaniswa kwe-surveillance njenge-fundament of modern threat detection. I-traditional systems still assume risk reveals itself in explicit artifacts — suspicious posts, metadata anomalies, flagged keywords. Kodwa isakhiwo se-OSINT embalwa ayikwazanga ngokufanayo. Izinhlangano ezinobungozi zihlanganisa, ukucindezeleka, ukucindezeleka, kanye nokuhlobisa ngokuvamile. Izignali zayo zibonakalisa akuyona emaphaketheni kodwa kuma-micro-patterns: ukuguqulwa kwezemvelo, ukucindezeleka kwe-ideological, ukucindezeleka kwe-narrative U-Kevin Cohen, umongameli we-CEO no-Founder we-RealEye, iveza ukuchithwa kwe-paradigm nge-clarity okuyinto isebenza cishe njenge-thesis statement ye-era elilandelayo ye-intelligence: “Surveillance shows you what a person did. Soft-signal intelligence shows you who they’re becoming. That difference is everything.” I-Fortness akufanele ukubuyekeza inani lomsebenzisi we-posts. I-Fortness akufanele nokuhambisana ne-identity yayo - kanjani imibuzo yayo ye-worldview, umkhondo, i-ideology, ne-emotional behavior ukuguqulwa ngenyanga noma ngonyaka. Ukusebenza lokhu, i-RealEye yasungulwa i-SAMS - I-Semi-Active Monitoring Systems. Ngaphandle kokubilisa yonke into ngokushesha kanye nokuvimbela ama-analytics, i-SAMS ivame ukujabulela ngaphandle kokuba umntu uqala ukujabulela ekuqaleni. Ama-identities ye-digital zihlanganisa ngokushesha; ama-identities ezingenalutho ama-spots ezincinane kodwa ezinokuthintela. Uma ama-patterns e-emotional, i-linguistic, noma ama-ideological ye-persona ziye zihlanganisa, i-SAMS ivame ukujabulela okungaphezulu, kodwa ukuze zihlanganise kakhulu. I-SAMS ihlanganisa abantu njengama-narratives - ama-arcs amakhulu eyenza ukuthi ama-de I-Cohen ibhokisi ukuphazamiseka kwe-disfunction e-intelligence eyenziwe ngempumelelo: “Agencies aren’t drowning in threat; they’re drowning in noise. The real crisis isn’t data shortage — it’s meaning shortage.” Ukulinganiswa okuqukethwe kwama-identity - akuyona emaphandleni. Futhi okuqukethwe okuqukethwe kwama-sentiment, i-language, i-worldview, kanye nokuxhumana kwama-geopolitical events. I-soft signals ibonise lapho abantu abalandela emhlabeni emhlabeni emhlabeni wonke: ama-tone ingcindezi kumazwe amapolitiki, ama-conflicts, ama-ideological movements, noma ama-polarizing events. I-Fortress ibonise lezi zibonakalo ngokulinganisile efana ne-languvial cadence noma i-emotional volatility. I-system ibonise indlela izimo ze-individual ngokulandelana ne-geopolitical tensions zihlukanise - noma ukucindezeleka kwama-moral, noma ukwandisa I-Soft Signals inikeza ngokuvumelana nezinhlangano nezinhlangano - inkampani ye-digital elawulwa, izakhiwo zokusebenza zokusebenza, izinhlangano ezivela ku-communities ezivela ku-orbiting. I-Fortity ibonisa ukuxhuma njengokwakhiwa okuqhubekayo, okukhanyisa indlela yabantu abahlala ngokuvumelana nezinhlangano, izakhiwo, noma izinhlangano zezinhlangano. Umgqomo we-association - akuyona ngokuvumelana kuphela - ikakhulukazi ibonise imibuzo emangalisayo kumakhemikhali ezivamile. I-Hard Identifiers, ngokuphendula, i-trivial to mask. Amadivayisi angasetshenziselwa. I-metadata i-spoofed. I-VPN isetshenziselwa. I-Histories i-desinfected. Kodwa i-identity drift ithatha nge-narrative, i-tone, ne-sentiment. I-Fortress yenzelwe ukuhlola izixazululo ngaphambi kokuphumula. Ukusetshenziswa kwe-RealEye kumamodeli amakhulu ye-language iyahlukile kakhulu emaphandleni we-Chatbot ye-Silicon Valley. I-Fortress isetshenziselwa i-LLMs njenge-reader ye-analytical, ngaphandle kwe-conversational layers. I-system ibonise i-model ukuguqulwa ukuthi umntu uye uye uye lihlanganisa nomusa eminyakeni noma eminyakeni ezedlule - ukuhlola ukuhlangabezana, ukuhlangabezana kwezemvelo, ukuhlangabezana kwe-ideological. It is a training not on generic internet text but on intelligence heuristics. I-output ibonelela ekuqaleni kwe-analytic brief, ayikho i-time stamped scan. I-interpretative clarity kuyinto esiyingqayizivele kakhulu ezivela kumasebenzi we-national-security namhlanje. I-Collection iyatholakala kakhulu; ukucaciswa kunemibala. Amasebenzi we-intelligence ayidinga idatha emininzi-izinsiza ezinzima izinsiza ezivela emangalisayo emangalisayo emangalisayo. I-Cohen ibonise i-intelligence truth ku-core ye-Tesis ye-RealEye: “People can hide metadata, rotate devices, delete posts. But they can’t hide narrative drift. Identity cracks before it collapses, and that crack is what Fortress is built to detect.” Kuyinto linikezela isisindo se-soft-signal intelligence: Intention ibonisa ngokuvamile ngaphambi kokuvumelela ngokuvumelana. Ukulungiswa okusheshayo we-RealEye uqinisa i-Palantir parallel - akuyona ngokubanzi, kodwa ngokuhlanganisa. I-Company yakhelwe ku-intelligence community, akuyona ku-start-up world. I-traction yayo yokuqala yakhelwe kumazwe amabhizinisi. I-financing yayo yokuqala lithunyelwe ku-state-affiliated innovation program eyenziwe ku-home-security capabilities. Lokhu kuyinto elilodwa le-phase e-Palantir eyakhiwe - i-pre-scale, pre-commercial, solving problems. Ukulungiselela okuhlobene ngokuvamile. I-Recent – “I-Robots to AI: The Technology Behind Trump’s Plan to Seal the Southern Border” – wahlolwe ubuchwepheshe omhlaba-ukudluliselwa umkhakha olusebenzayo kanye nokuhlanganiswa kwama-RealEye ekukhuthaza ukubuyekeza kwezinto zokusebenzayo ezingenalutho kanye nokukhuthaza ama-threat transnational. Ukubuyekezwa kwe-New York Post I-Cohen iyatholakala ngokushesha mayelana ne-RealEye: “We’re not trying to imitate Palantir’s scale. We’re playing the stage before scale exists — the stage where clarity beats volume and precision outperforms brute force.” I-soft-signal intelligence ayikho i-category ye-product - kuyinto ukulungiswa kwe-discipline. It isho ukuthi ama-indicators eziyinhlobonhlobo ze-risk ye-decade elandelayo ngeke kuhamba kusuka ku-identity evolution, i-ideological drift, i-network reallignment, i-sentiment arcs, ne-worldview shifts - akuyona ukuchithwa okungaphezulu noma ukucubungula ngokunambitheka kakhulu. It ifana nezimfuneko ze-democracy: I-Fortress akukwazi ukuxuba idatha ye-private, akukwazi ukuxuba, akukwazi ukuxuba. It i-analyze kuphela into eyodwa esebenzayo - futhi i-interpret its evolution rather than its volume. 
 
 Okuzenzakalelayo iyathunyelwa ngaphansi kwe-HackerNoon's Business Blogging Program. Okuzenzakalelayo Okuzenzakalelayo HackerNoon Ukusebenza Business Blogging I-Blogging ye-Business

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I-Palantir elilandelayo ingasiza eTel Aviv - Isekelwe ku-Soft-Signal Intelligence, Akukho Surveillance

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