Bila Kos AI Dah Tak Mampan✎ Edit

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Bila Kos AI Dah Tak Mampan

Dari pengalaman saya uruskan operasi di AINNA, AI agents memang kedengaran hebat dalam marketing. Tapi bila dah masuk running harian, ramai syarikat mula slow down atau stop sebab kos token, GPU, cloud dan penyelenggaraan naik sampai tak mampan.

Kesilapan besar yang saya selalu nampak: guna LLM untuk semua benda. Kerja mudah seperti parse data, format fail atau route permintaan - jalan sahaja pakai parser, rule-based automation atau sistem berasingan. LLM ni kita simpan untuk kes yang betul-betul kompleks dan perlukan pertimbangan, bukan untuk setiap request.

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Liza Philippines

Ang bahaging ito ang ipapadala ko sa boss ko.

Omar United Arab Emirates

Honestly, kerja mudah seperti parse data surprised me.

Layla Jordan

This is where bukan untuk setiap request finally makes sense.

Kenji Japan

The section on tapi bila dah masuk running is the strongest part for me.

Sofia Spain

Estoy de acuerdo con este tema y la dirección es clara.

Aina Malaysia

Berbaloi baca sebab AI agents memang kedengaran hebat.

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