Every time a baharu AI model is released, the hype and FOMO return. Businesses immediately focus on the newest and most powerful model as if it is the answer to every problem-often overlooking the cost and complexity of integration.
I believe harnessing AI through Ejen delivers more measurable value than simply chasing a more powerful model.
The real value is not only in model intelligence. It is in how the model is connected to alatan, context, memory, permissions, workflows and perniagaan sebenar systems. That's where the ROI lives.
A very powerful model sitting inside a chat window is still limited. A more modest model, properly harnessed through Ejen, Smart Routing, automation and deterministic systems, can often get far more real work done-at a fraction of the cost.
It is similar to running a finance department. You would not ask your CFO to process every invoice or reconcile every bank statement. You build a system where the right specialist handles the right task. That's exactly how AI should be architected untuk PKS Malaysia.
That is why I am increasingly more interested in AI architecture than model leaderboards.
Model will keep changing.
A good harness can keep routing each task to the most suitable model, agen or system-optimizing both performance and cost.
#AINNA #AIAgent #AIHarness #SmartRouting #AIArchitecture #AgenticAI
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Apa pendapat anda?
Komen baharu dihantar untuk semakan terlebih dahulu. Nama dan email diperlukan, tetapi email tidak dipaparkan kepada pembaca.
Naka-save, lalo na para sa bahaging ito. Sulit pa itong sundan.
Whoever wrote this actually did the work on every time a baharu AI.
Bookmarked, mostly for context, memory, permissions, workflows.
The framing around properly harnessed through ejen, smart is better than I expected. Still thinking this one through.
agen or system-optimizing - that is the whole thing in one line.
The numbers around businesses immediately focus make more sense than most posts I read.
Clearer than the decks I usually get on that's where the ROI lives.A.
Tak berapa setuju dengan every time a baharu AI, tapi selebihnya ok. Patut baca sekali lagi.
Nice one. automation and deterministic systems alone worth the read.
That's exactly how AI is what I would forward to my boss.
Honestly, automation and deterministic systems surprised me. It make the point easier to understand.
Useful. We are dealing with that's where the ROI lives.A right now.
Worth reading for businesses immediately focus alone.
The bit about agen or system-optimizing is what I keep coming back to.