I-Intelligence ye-Artificial Intelligence ihamba ngokushesha, kodwa izinzuzo eziningi eminyakeni eminyakeni eminyakeni ezidlulile zihlanganisa. Amamodeli amakhulu zihlanganisa amabhayisikili, ahlolwe nge-billions of parameters and immense computational power. Nakuba zihlanganisa ekukhiqizeni yensimbi kanye nokuthintela amamodeli, zihlanganisa kakhulu ebuthakathaka, engaphakeme, futhi ezinzima ukuhlolwa. Ukuze amabhizinisi lapho ukucindezeleka, ukuhlolwa, kanye nokusetshenziswa kubaluleke, izinhlelo zihlanganisa. U-Vishvesh, Co-founder noCEO ye-CoreThink AI, inikeza isakhiwo se-General Symbolics, ibonise amathuba ye-AI esisekelwe ku-razing. Ngokufaka i-logic ye-symbolic ne-neural learning, i-Vishvesh iye yasungulwa injini ebonakalayo kuphela, kodwa futhi inikeza ukucaciswa, okufakiwe ngezimodeli ze-AI ezivamile. Kuyinto inguqulo ebonakalayo ukucacisa ukuthi i-intelligence akuyona akuyona ama-brut force kodwa ku-intelligent, i-transparent reasoning. Izinhlelo zokusebenza ze-AI ezivamile zihlanganisa izigaba ezimbili: izixhobo ze-blue-box ne-neural that process huge amounts of data with little interpretability, and symbolic reasoning systems that are logical but rigid and unable to handle complex, unstructured data. I-Vishvesh saw an opportunity to combine the best of both worlds. Umphumela we-General Symbolics, a hybrid AI framework that can adapt to complex scenarios while remaining explainable. This is more than an incremental improvement. It is a fundamentally original contribution to how AI reasoning systems are built. I-architecture inikeza ukucaciswa nge-fraction of the computational load required by traditional large-scale models, okwenza okuzenzakalelayo futhi ifakwe kumakhasimende. Ukusebenza kwe-BFCL, i-General Symbolics iboniswe ukucaciswa kwama-81.5%, okuphumelela i-78% yesilinganiso ye-top-tier amamodeli e-industry leaders. Ukuphumelela lokhu ngaphandle kwe-fin-tuning noma idatha e-synthetic enezimali. Nangona izixazululo eziningi ze-AI zibe zihlanganisa noma zihlanganisa nezifundo zophando, izinzuzo ze-Vishvesh ziye zithunyelwe ekusebenziseni emkhakheni zangempela. I-CoreThink I-AI iye yakhelwe injini yayo yokuzonwabisa phakathi kwezimboni eziningi. Kwi-logistics, umlingani wabhalisela ukunciphisa ama-simulation amaphuzu angu-30%, okwandisa kakhulu ukusebenza kanye nokushintshwa kwezimali ku-supply chain planning. Kwi-finance, inkampani ephambili ye-fintech ibekwe isistimu yokuqonda sokuqala sokusebenzisa i-General Symbolics. I-CoreThink I-AI inokukwazi ukucacisa ukuthi izindiza ezithile zithunyelwe, U-Vishvesh uyanikeza ukuthi lezi zokusebenza zihlanganisa ngokwemvelo i-philosophy yayo: "Iziqu ze-benchmarks, zihlanganisa imiphumela. I-mission yethu iyatholakala ngokuqondile yokwenza uhlelo olungagcinwa kuphela embhedeni, kodwa isixazululo esebenzayo ye-complex, i-logic-based problems ezivela kumazwe ngosuku. " Umphumela we-Vishvesh uhamba ngaphezulu kokufunda i-General Symbolics. Njengom-Co-Founder no-CEO, uye wathatha umphumela ebalulekile ekudluliseni i-strategy yebhizinisi, ukwakhiwa iqembu we-high-performance of nine engineers, kanye nokufinyelela i-capital ye-seven-figure yokufinyelela kwezimali ezivela ku-pre-seed kanye ne-Series A rounds. Umthamo wayo yokuqinisekisa i-commercial value of reasoning AI, kanye nezinzuzo zebhizinisi zayo, iye wathatha abasebenzi kanye nezinhlangano zokusebenza. I-CoreThink I-CoreThink I-CoreThink I-CoreThink I-CoreThink I-CoreThink I-CoreThink I-CoreThink I-CoreThink I-CoreThink I-CoreThink I-CoreThink I-CoreThink I-CoreThink I-CoreThink I-CoreThink I-CoreThink I-CoreThink I-CoreThink I-CoreThink I-CoreThink I-CoreThink I-CoreThink I-CoreThink I-CoreThink I-CoreThink I-CoreThink I-CoreThink I-CoreThink I-CoreThink I-CoreThink I-CoreThink I-CoreThink Ukusebenza kwe-Vishvesh inikeza ukuguqulwa kwebhizinisi lokuphendula kwama-size. Nakuba ezinye amazwe ze-AI zihlanganisa ukwakha amamodeli amakhulu kakhulu, i-General Symbolics ibonise ukuthi ukuvuselelwa kwe-architectural kunokufinyelela ku-bruto-force computing. Ngokuvamile ku-explainability kanye ne-efficiency, i-Vishvesh ibonise indlela entsha elandelayo, okuyinto engcono kuphela kwezobuchwepheshe kodwa futhi ekhululekile emkhakheni, ngokuvumelana nezidingo eziphezulu zokusebenza ze-AI emikhulu. Izinzuzo ze-CoreThink AI ziye ziye zithunyelwe emaphandleni zobuchwepheshe kanye nezifundo zebhizinisi njengesibonelo yokwenza ukuthi amamodeli amancane, ephumelelayo angakwazi ukufinyelela. U-Vishvesh uye wahlanganyela ngaphandle kwe-CoreThink AI. Nge-conference presentations e-AI Dev World ne-CogX, kanye ne-whitepapers kanye ne-technical documentation, uye wahlanganyela ukuxhumana okwengeziwe mayelana nokucindezeleka kwe-AI. Izongozelo zayo ngokuvamile zihlanganisa umqondo we-transparent, i-systems e-auditable, isihloko esithembile lapho izimboni zihlanganisa ukuchithwa kwe-AI ngokufanelekileyo. Ukubuyekezwa kwama-algorithms e-General Symbolics ku-patent-premises, i-algorithms e-General Symbolics inikeza inkulumo yayo njengomthombo we-think leader no-contributor e-field. Ngokuvumelana ne-formalizing ne-innovations, i-CoreThink AI yama-pioneer e-architectures ye-reasoning ye-next-generation. I-General Symbolics ayikho kuphela imikhiqizo. Kuyinto i-platform ye-next wave ye-AI applications. Ukusuka ku-robotics ne-industrial automation kuya ku-healthcare diagnostics ne-financial analytics, umthamo wayo yokuxhomekeke ngokuphathelene ne-explainability ivula amathuba ezintsha. I-Vishvesh vision ye-long-term is a democratization of reasoning AI. I-CoreThink AI isekelwe i-module ye-reasoning kanye ne-automated integration pipelines ukuze kwenziwe ubuchwepheshe engatholakali namabhizinisi be-middle-market. "Sihlola i-reasoning AI njenge layer esilandelayo yokufunda kwe-intelligence ye-enterprise," wathi. "Ukuhlolwa kwethu kuyoba kulula, ephakeme, futhi ngokuvumelana ukuze ama-business angasebenza ngokuvumelana." Ukususela kokufika kwelanga lokufika kwelanga lokufika kwelanga lokufika kwelanga lokufika kwelanga lokufika kwelanga lokufika kwelanga lokufika kwelanga lokufika kwelanga lokufaka kwelanga. Ngokuchofoza ukucwaninga okuvuselelwa kanye nokufinyelela ukusebenza, ukucwaninga, kanye neziphumela, i-Vishvesh ibonise emkhakheni ye-AI ngezindlela ezisebenzayo nezibonakalayo. Ukusebenza kwakhe kubonisa ukuthi kungenzeka lapho ukucwaninga lihlanganiswa nokusebenza. Lesi sihloko lithunyelwe njenge-release ka-Kashvi Pandey ngaphansi kwe-HackerNoon's Business Blogging Program. Funda kabanzi mayelana ne-program lapha. Lesi sihloko lithunyelwe njenge-release ka-Kashvi Pandey ngaphansi kwe-HackerNoon's Business Blogging Program. Funda kabanzi mayelana ne-program lapha.