
 
 Sida loo yaqaan 'Copilots' waxaa loo yaqaan 'Copilots' iyo 'Copilots' waxaa loo yaqaan 'Copilots' iyo 'Copilots' iyo 'Copilots'. How forward-thinking leaders are consolidating copilots into systems that actually hold. Shirkadda waxaa ka mid ah shuruudaha ugu fiican ee shuruudaha iyo shuruudaha iyo shuruudaha iyo shuruudaha. Sida loo yaabaa, waxaa laga yaabaa in ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah. 10 sano ka hor, shadow IT waxaa la aasaasay oo ka mid ah Dropbox iyo Slack, oo ka mid ah ka mid ah shuruudaha ugu horeysay. Sida loo yaqaan 'Copilots' waa in ay u baahan tahay in ka badan si ay u isticmaali karaa files. They sit inside sensitive workflows, influence compliance-heavy processes, and shape decisions. The Rise of Shadow Copilots The Rise of Shadow Copilots waxaa laga yaabaa Markaas ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah. a) Qalabka Waxaa la yaabaa in ka mid ah 90% oo ka mid ah wax soo saarka IT oo ku yaalaa shadow AI, oo ka mid ah 80% oo ka mid ah ka mid ah wax soo saarka negatiiv ah, ka mid ah wax soo saarka data oo ka mid ah wax soo saarka reputation. Qalabka Qalabka Qalabka dhismaha iyo dhismaha iyo dhismaha dhismaha iyo dhismaha dhismaha iyo dhismaha dhismaha iyo dhismaha dhismaha iyo dhismaha dhismaha iyo dhismaha dhismaha iyo dhismaha dhismaha iyo dhismaha dhismaha iyo dhismaha dhismaha iyo dhismaha dhismaha iyo dhismaha dhismaha. Dhismaha ugu horeysay oo ka mid ah dhismaha iyo dhismaha iyo dhismaha iyo dhismaha iyo dhismaha. The Hidden Risks of Copilot Sprawl Qalabka ugu horeysay ee Copilot Sprawl Sida loo yaqaan 'copilot' waxay ku yaalaa in la soo xiriir, 4 maqaarada waa la soo bandhigay: 
 
 
 
 
 Shuruudaha dhismaha waxaa laga yaabaa in ka mid ah wax soo saarka ah oo ka mid ah shuruudaha dhismaha ah ee shuruudaha. Shuruudaha adeegyada waxaa ka mid ah sida codsiga ugu caawin ah oo loo yaqaan codsiga ugu caawin ah oo ka mid ah codsiga ugu caawin ah oo ka mid ah codsiga ugu caawin ah oo ka mid ah codsiga ah. Plugins iyo extensions ah waxaa loo isticmaali karaa qiyaastii ah. Shuruudaha waxay ka soo xigtay in la soo xigtay in la soo xigtay, oo loo yaqaan xigtay in la xigtay in ka mid ah wax soo saarka. Waayo, waxaa laga yaabaa in ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah. Guardrails That Keep Systems Intact Guardrails waxa ay ku salaysan nidaamka intact Markaas ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah. Sida loo isticmaali karaa, waxaa loo isticmaali karaa in la isticmaali karaa in la isticmaali karaa in la isticmaali karaa in la isticmaali karaa. Waxa uu ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa. Markaas ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah. Markaad ugu fiican waa si ay u baahan tahay si ay u shaqeeyaan wax soo saarka sida ay ku salaysan co-copyots ka mid ah mid ka mid ah mid ka mid ah. Ongoing Oversight for Living Systems Qalabka dhismaha iyo dhismaha iyo dhismaha Waxaa laga yaabaa in ay ka mid ah wax soo saarka ah oo ka mid ah wax soo saarka ah oo ka mid ah wax soo saarka iyo wax soo saarka. Waayo, waxaa loo isticmaali karaa sida nidaamka oo dhan. Waayo, si loo isticmaali karaa nidaamka oo dhan, waxaa loo isticmaali karaa nidaamka oo dhan. From Shadow to System Waayo, waxaa ka mid ah nidaamka. Sida loo yaqaan "Copilots" iyo "Tools Like Them" waxaa laga yaqaan "Copilots" iyo "Tools Like Them" waxaa laga yaqaan "Tools Like Them" iyo "Tools Like Them" iyo "Tools Like Them" iyo "Tools Like Them" iyo "Tools Like Them" iyo "Tools Like Them" iyo "Tools Like Them" iyo "Tools Like Them" iyo "Tools Like Them" iyo "Tools Like Them" iyo "Tools Like Them". Waayo, waxaa laga yaabaa in ay ka mid ah wax soo saarka ah oo ka mid ah wax soo saarka. Sida loo yaqaan 'Copilot' waa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa. Sida loo yaqaan 'shadow IT' waxay ka caawinayaa in ay ka mid ah dhismaha adeegga technology ah. Waxaad ku yaalaa in ay ku yaalaa in la soo saarka productivity ah oo ka mid ah shuruudaha ah. . . . Nick Talwar waa CTO, ex-Microsoft, iyo adeegga ah ee AI-ka ah oo ay ku dhigi karaa macaamiisha si ay u isticmaali karaa AI-ka. → Nala soo xiriir on LinkedIn si ay u qiyaastii kartaa fikradaha ugu horeysay. Waayo, sidoo kale waxaa laga yaabaa in la xiriira LinkedIn. Waayo, sidoo kale waxaa laga yaabaa in la xiriira LinkedIn. → Subscribe to his free Substack for articles in-depth delivered straight to your inbox. Subscripts to his Free Substack waxaa laga yaqaan 'Substack' Subscripts to his Free Substack waxaa laga yaqaan 'Substack' → Watch session live in aad u aragto in ka mid ah wax soo saarka ah ee wax soo saarka ah oo ku yaalaa AI si ay u qiyaasta work manual iyo in ay u soo saarka ROI. Waayo, waxaa laga yaqaan Live Session. Waayo, waxaa laga yaqaan Live Session.

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