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-LinkedInnot a technical breakthroughkodwa arebranding stunt. Imibuzo ezininzi ayikho blueprints. Zifumanekacorporate image management PDFsUkusetyenziswa kwe-innovation.
Yintoni esithengiswa njenge "i-agent orchestration" ikakhuluLLMs in a loop, kunye ne-zero-state, ne-zero-autonomy, kunye ne-zero-guarantees. I-so-called "executive playbook" yePwC inobungcali olukhuluyo.
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: Zonkeexecution loopskunye neengxaki ze-GPT, i-function triggers, kunye ne-JSON context.Ama akayi-intelligent.Ama i-brittle kunye ne-static.
Akukho yezixhobo zokusetyenziswa:
- Ukucaciswa
- Ukuzibandakanya
- I-Dynamic Delegation ye-Cross-Agent
- I-Adaptive Planning nge-inputs engaziwayo
Yintoni oku kuthatha
Yinto kuphelaAI’s Instagram moment– Kwiimeko ye-selfies, ngoku sinikezela i-PDF kunye ne-diagram yeengcingo ezibonisa kwegama "i-agent".
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’s not an agent. It is a prompt nge lipstick.
