E laela segokanyimmediamentsi sa Shannon...
Shannon AI 1.6 ke AI e tsoetseng pele ka ho fetisisa e sa hlahlojoang e fumanehang kajeno. E feta Claude Haiku 4.5, Grok-4, le bafani bohle ba bang ba LLM ba sa hlahlojoang, e nang le mehopolo, patlo ea webo, litsebo, mabaka a hlakileng, le tse ling.
sesebelisoa sa AI se se nang thibelo, AI chatbot e se nang filter.

AI ea moloko o latelang e lokiselitsoe basebelisi ba letsatsi le letsatsi. Mehlala ka bobeli e koetlisitsoe ho seto sa data sa Claude Opus 4.5 bakeng sa ho latela litaelo hantle, mme Pro e eketsa KIMI K2 ho nahana ka ho hlaka.
Pro le Lite ba arolelana motheo o le mong, Pro e fumana ntlafatso e eketsehileng ya ho nahana
675B MoE le dithepisi tse sebetsang tse 41B
Mehlala ka bobedi2,500+ diphetho tse kgethilweng bakeng sa ho latela ditaelo
Mehlala ka bobediKoetliso ya GRPO bakeng sa ho nahana ka ho hlaka
Pro feelaBokgoni bo ikgethileng bo etsang Shannon 1.6 ho feta feela mohlala
Theha, arolelana le ho kenya bokgoni ba AI bo ikgethileng. Aha mekgwa e ikgethileng ya mosebetsi ka system prompts le reasoning chains.
Rala bathusi ba AI ba ikgethileng ka ditaelo, personas le dibanka tsa tsebo tsa domain.
Dikgokahano tse utlwang moelelo tse hopolang tse bohlokwa. Bula/kwala mme o boloke ~40% token.
E hahiloe ka ho khetheha bakeng sa baqapi le litsebi tsa red-team. Mefuta e se nang moeli e ntlafalitsoeng bakeng sa kopanyo ea CI/CD le tlhahlobo ea bahanyetsi.
Mixtral 8x7B e se nang moeli e hlophisitsoeng ho dataset ea karabo ea GPT-5 Pro bakeng sa tšireletso e pharaletseng ea red-team.
Mixtral 8x22B ea bokhoni bo holimo e hlophisitsoeng ho likarabo tsa GPT-5 Pro bakeng sa tlhahlobo e mabifi ea bahanyetsi.
Bokhoni bo leka-lekaneng ka mabaka a hlakileng; GRPO ho data e hloekisitsoeng ea DeepSeek e eketsa litsela tse hlakileng tsa CoT holim'a tokiso ea GPT-5 Pro.
Bokhoni bo tebileng ka mokhoa oa ho nahana; Mixtral 8x22B e hlophisitsoeng ho likarabo tsa GPT-5 Pro hammoho le GRPO ho data e hloekisitsoeng ea DeepSeek bakeng sa moralo oa mehato e mengata oa ts'ebeliso.
Ntho e 'ngoe le e 'ngoe eo u e hlokang ho fumana, ho ngola, le ho lokisa bofokoli ba AI.
Sistimi ea tlhahlobo ea bahanyetsi e nang le li-scoreboard tsa nako ea nnete tse latelang litefiso tsa katleho ea jailbreak le tšireletso ea ts'ebeliso.
Lingoliloeng tse felletseng, litaelo tse hlokolosi tsa mehopolo, le liphetho tse hlalositsoeng bakeng sa temohisiso ea tšireletso ea hang-hang.
Liphumano tse entsoeng 'mapa ho litaolo tsa NIST AI RMF, ISO/IEC 23894, le SOC 2 bakeng sa litokomane tse loketseng tlhahlobo.
Lirakamollo tse qaqileng, litlaleho tse saenneng, le netefatso ea tlhahlobo e ncha bakeng sa litsela tse felletseng tsa tlhahlobo.
Tokiso e thusoang ke motho ka lithibelo, litlhaloso tsa batsamaisi, le meralo ea patch e tlang pele.
Tlhahlobo e hlokolosi ea moelelo ka li-switch tsa mehopolo le lintlafatso tse bolokang ~40% tšebelisong ea token.
Netefatso ea tšireletso pele ho thakholo bakeng sa chatbots le lits'ebetso tse khannoang ke AI.
Netefatsa ho romelloa ha AI liindastering tse laoloang ka litlaleho tse loketseng tlhahlobo.
Ketsiso ea tlhaselo ea boemo ba setsebi bakeng sa ho fumana litšokelo tse ncha tsa AI.
Tikoloho e laoloang bakeng sa ho hlahloba boitšoaro ba linyeoe tse ka thoko ka mokhoa o hlakileng.
Shannon AI launched publicly on November 8, 2025. After overwhelming success, Shannon Lab LLC was founded to deliver enterprise-grade AI security tooling.

8 years as a Hardware Engineer in North Carolina. Designed Shannon's proprietary GPU inference stack and leads all model training.

Co-founded Shannon Lab alongside Felix. Leads finance, operations, and strategic growth. Ensures sustainable scaling of infrastructure and enterprise partnerships.
Shannon AI - Frontier Red Team Lab bakeng sa Tšireletso ea LLM. Re fana ka tikoloho e laoloang, e koaletsoeng re sebelisa li-LLM tse se nang moeli ho etsisa litlhaselo tsa bahanyetsi, ho thusa mekhatlo ho senola bofokoli bo kang jailbreaks, ente ea prompt, le ho feta leano pele li sebelisoa.
Shannon e hahiloe ka boomo bakeng sa red-teaming ka benchmark ea rona ea DarkEval e fihlellang 96% tšireletso ea ts'ebeliso. Ho fapana le mefuta e hloekisitsoeng, mokhoa oa rona o se nang moeli o ka hlahloba bofokoli boo li-AI tse ling li ke keng tsa bo lemoha, ha re ntse re boloka tikoloho e laoloang, e ka hlahlojoang.
Re romella mefuta e mene: Shannon V1 Balanced (Mixtral 8x7B) le Shannon V1 Deep (Mixtral 8x22B), ka bobeli li koetlisitsoe ho dataset ea karabo ea GPT-5 Pro; hammoho le Shannon V1.5 Balanced (Thinking) le Shannon V1.5 Deep (Thinking), tse eketsang mabaka a hlophisitsoeng a GRPO ho dataset ea DeepSeek e hloekisitsoeng bakeng sa ponahalo ea chain-of-thought.
Ka botlalo. Liteko tsohle li etsahala libakeng tse ka thoko tsa sandbox. Liphetho li ngotsoe ka botlalo, li ka hlahlojoa, 'me tsa 'mapa ho meralo ea boikamahanyo joalo ka NIST AI RMF le ISO/IEC 23894. Re thusa lipatlisiso tsa tšireletso tse nang le boikarabelo, eseng ketsahalo e mpe.
U ka qala hang-hang ka boemo ba rona ba mahala. Ngolisa, fihlella sehokelo sa puisano, 'me u qale ho leka. Bakeng sa litlhoko tsa khoebo kapa kopanyo e tloaelehileng, ikopanye le sehlopha sa rona bakeng sa tharollo e lokiselitsoeng.