Izixhobo ze-hackers ezikhoyo zithengisa i-bullshit Izixhobo ze-hackers ezikhoyo zithengisa i-bullshit Ngathi;Dr I-Wave ye- "Agent AI" ye-whitepapers kunye ne-LinkedIn kodwa a . Imibuzo ezininzi ayikho blueprints. Zifumaneka Ukusetyenziswa kwe-innovation. not a technical breakthrough rebranding stunt corporate image management PDFs Yintoni esithengiswa njenge "i-agent orchestration" ikakhulu , kunye ne-zero-state, ne-zero-autonomy, kunye ne-zero-guarantees. I-so-called "executive playbook" yePwC inobungcali olukhuluyo. LLMs in a loop Yintoni abalandeli "I-Agentic AI ivumela i-orchestration ye-multimodal, i-autonomy, i-purpose-driven reasoning, kunye ne-business transformation kwiinkalo ezininzi." "I-Agentic AI ivumela i-orchestration ye-multimodal, i-autonomy, i-purpose-driven reasoning, kunye ne-business transformation kwiinkalo ezininzi." I-Buzzword salad? Ndiya. Nceda siphile. Umgangatho olungaphambili: Ukuqhagamshelana Ukuqhagamshelana Multimodal Ukuqhagamshelwano olusebenzayo Workflow Ukusebenza Ukufundwa kunye nokuguqulwa I-Inter-Agent Collaboration Ngingathanda njenge-Agi, hhayi? Kodwa ... Yintoni Zibonisa Kwakhona I-Not a single architecture.Not a single flow diagram.Not a single-open-source agent system with memory, intent, and long-term state. I-Not a single architecture.Not a single flow diagram.Not a single-open-source agent system with memory, intent, and long-term state. Yintoni kunazo: Ukucaciswa kwinkqubo ezikhoyo ye-ML (i-Siemens Predictive Maintenance, i-Amazon Recommendations, i-JPMorgan NLP doc analysis) Loosely repackaged njenge "agent" Akukho i-metric assessment Akukho iinkcukacha zeBenchmark Akukho Reproduction Ukubonisa ubuchwepheshe: Zonke iingcebiso zokusebenza kwi-document - ukusuka kwi-Siemens ukuya kwi-Netflix - zihlanganisa kwi: Ukufundwa kwe-traditional supervised learning Ingaba i-RAG (i-retrieval augmented generation) Ayikho umnqweno owenziwe ngokwenene kunye ne-runtime planning Ukunciphisa ixesha elifanelekileyo okanye ukucaciswa kwinqanaba le-meta I-Agent = I-Wrapper Emuva kwi-GPT Ukuba usebenzisa: Ukuqeqesha Ukucinga Ukucinga iimveliso Ukucinga Ngoko ke uyazi: Zonke kunye neengxaki ze-GPT, i-function triggers, kunye ne-JSON context.Ama akayi-intelligent.Ama i-brittle kunye ne-static. execution loops Akukho yezixhobo zokusetyenziswa: Ukucaciswa Ukuzibandakanya I-Dynamic Delegation ye-Cross-Agent I-Adaptive Planning nge-inputs engaziwayo Yintoni oku kuthatha Yinto kuphela – Kwiimeko ye-selfies, ngoku sinikezela i-PDF kunye ne-diagram yeengcingo ezibonisa kwegama "i-agent". AI’s Instagram moment Iimpendulo zeNkampani: I-Boards kufuneka ibonisa ukuba akuyona ngexesha ku-AI. Iingxaki ze-Executives ziyafumaneka kwi-deliverables ezibonakalayo ngokuba yi-"strategy". I-Consultants kufuneka ukudayisa iinkonzo ze-transformation. Enter: i-PDF ye-40-page kunye neengxaki ezifana ne-”from copilot to autopilot” kunye ne-”service-as-a-software”. Ukubuyekeza Reality “Agent AI” ngo-2024 = for (const step of task) { const reply = await gpt(prompt + history); if (reply.includes('search')) callSearchAPI(); } Yintoni. Yintoni i-agent. Yintoni kufuneka ziyafumaneka (But doesn’t yet) I-Agent System efanelekileyo uya kufuneka: Imifuno: I-episodic, i-semantic, i-vectorized Planning: Abstract goal decomposition kunye re-planning I-Meta-reasoning: Uyazi Xa Uyazi indawo yokusebenza: Control APIs, izixhobo, iinkonzo Feedback: Ukucaciswa kwimvelo, imiphumela I-Autonomy: Ukusebenza ngaphandle kwe-script okanye i-user babysitting Akukho nto leyo ibonakalayo kwiziphi na "i-AI ye-agent" ekuthengiswa ngempumelelo. Ukucinga Ukubhalisa iinkcukacha ze-LLM ezidlulileyo "i-agents" kuyinto efana nokubhalisa ama-Macros e-Excel kwi-revolution ye-language ye-programming. Real agents are still an R&D dream. What you see on LinkedIn is marketing cosplay. Iingxoxo zeHackers: don’t fall for the .pdf industrial complex. iimveliso Ukuba ayikho imemori, ukulawulwa, okanye indawo yokusebenza okuzenzakalelayo - ayikho i-agent. It is a prompt with lipstick. Ukuba unemememori, ukwakhiwa, okanye indawo yokusebenza okuzenzakalelayo - . It is a prompt nge lipstick. it’s not an agent
