The AI bubble will burst when capex replaces common sense.✎ Edit

👁 639 tontonan
The AI bubble will burst when capex replaces common sense.

From the finance and accounting desk, every seminar, pitch deck, and board paper now positions AI as if a single autonomous agen can replace an entire department by next quarter.

After enough slides, even finance starts treating that assumption as a budget line.

Think of a hospital that decides its specialist doctors can do everything, then removes the nurses, medical assistants, pharmacists, receptionists, cleaners, security guards, and support staff.

The headline is impressive in a board deck.

It becomes a disaster when the hospital actually has to treat patients and account for outcomes.

The same risk is surfacing in AI deployments, especially untuk PKS Malaysia being sold a full-replacement story.

Some PKS rushed to swap headcount for autonomous agents, only to pay twice: once for the platform, and again through hallucinations, weak controls, uncontrolled token costs, inconsistent output, and the quiet rehiring of the same positions.

I prefer a detached system.

AI builds the workflow. Fixed rules handle repeatable accounting, reconciliation, and asset-management processes. Humans remain involved for control, judgment, and a clear audit trail.

Our Bank Statement Penyelarasan System follows this approach: lower implementation cost, predictable output, controlled token spend, and people still in the loop.

AI should strengthen an organisation's financial and operational control, not remove the governance and common sense required to run it.

#ArtificialIntelligence #AIAutomasi #DetachedSystem #HumanInTheLoop #PKS #PerniagaanAutomasi #AITadbir Urus #DigitalTransformation

Ruang pembaca

Apa pendapat anda?

Komen disemak sebelum diterbitkan. Email diperlukan untuk moderasi dan tidak dipaparkan kepada pembaca.

✦ Reaksi dijana sistem - contoh automatik, bukan komen pembaca sebenar
Arjun India

इस हिस्से वाले हिस्से ने मुझे सोचने पर मजबूर किया।

Julin Kadazan, Malaysia

Think of a hospital is what I would forward to my boss.

Ginsang Kadazan, Malaysia

Bookmarked, mainly for our bank statement penyelarasan system.

Dimas Indonesia

Short and clear. Fixed rules handle repeatable accounting is worth sending to my team.

Ayu Indonesia

I read this twice. once for the platform is the part that stuck.

Narin Thailand

Sent this to two people already. Humans remain involved for control is why.

Artificial Intelligence

Article image
Ekosistem AINNA

Teruskan meneroka selepas artikel ini.

Setiap halaman artikel hendaklah diakhiri dengan laluan yang jelas ke dalam ekosistem wIDer AINNA, Ejen dan NeuralOps.

Semasa topic Artificial Intelligence Author profile Badrul Haziq AINNA Main ecosystem hab Agent Pusat ejen autonomi persendirian NeuralOps Automasi kecerdasan buatan dan sistem perniagaan Lead form Mula a pilot discussion
AINNA Agent AI

Laksanakan Ejen AI AINNA Kami

Linux ialah laluan teras, Windows disokong, dan AndroID / TeRMux berfungsi sebagai lapisan pendamping.

14 downloads
Linux / macOS curl -fsSL https://neuralops.bond/install | bash
Verify ainna --version
Edge AI Kecerdasan IoT dan Linux terbenam di pinggir 14 edge agents → offline-capable Terokai →
IC DesignOps Kebolehulangan, kebolehkesanan dan kecerdasan pengesahan 21 detached services → 85% without LLM Terokai →
Robotics Robotik yang ditadbir di pinggir industri Perception → safety gateway → controller Terokai →
PKS AI Bina keupayaan kecerdasan buatan dalam perusahaan kecil dan sederhana (PKS) anda sendiri. 6 build tracks → in-house capability Terokai →
AINNA
KLIK SAYA

Seksyen Laman

Tiada data seksyen tersedia buat masa ini.

Laman dengan seksyen terdokumen akan dipaparkan di sini.