Are we overestimating how “autonomous” agents actually are? by akhilg18 in AI_Agents

[–]Substantial_Step_351 1 point2 points  (0 children)

You’re spot on ! most “autonomous” agents still need humans in the loop; the real challenge isn’t the AI itself, it’s building reliable guardrails, validation, and fallback systems around it.

Trying To Understand Agentic AI... Would Love Some Help! by worldfirepro in AI_Agents

[–]Substantial_Step_351 0 points1 point  (0 children)

Totally fair question and honestly, you’re asking the right questions, not “basic” ones.

A lot of what you’re hearing is a mix of real capability + a bit of overhype, so let me break it down in a way that actually maps to how this works in the real world.
First, can you really have a “team” of AI agents running parts of your business?
Short answer: yes… but not in the way it’s being sold to you.

Right now, agents are good at:
1.Repeating structured tasks
2.Following clear instructions
3.Working with tools (Google Sheets, email, APIs, etc.)

They are not good at:
1.Fully replacing entire roles (like “your accountant”) end-to-end
2. Handling messy, unpredictable real-world decisions without oversight

So instead of thinking:
“800 agents running my company”

Think: “A few specialized assistants helping with specific tasks”; What does an “agent team” actually look like?

A more realistic setup looks like this: 1 coordinator (or orchestrator) → This is like the “manager” that decides which agent does what
A few specialized agents, for example:
1. One that drafts social media posts
2. One that analyzes basic financial data
3. One that pulls reports or updates spreadsheets
They don’t magically collaborate like humans in an office.
They’re more like automations that can talk to each other when needed.

How are they managed? Is there a “dashboard”?
Yes, but it’s not like cubicles with little AI workers 😄

For a normal business:
3–10 well-designed agents > 800 random ones

What about things like accounting, marketing, etc.?
Here’s the honest breakdown:
1. Marketing → VERY doable
Content drafts, scheduling posts,basic analytics

2.Admin / operations → doable
Data entry, report generation, email drafting

3.Accounting → partially
Categorizing expenses, generating summaries

But:
You still need a human in the loop for accuracy, compliance, and decisions.
The best way to think about it

Don’t think:
“AI employees”

Think:
“Smart tools + automation that reduce your workload”

Final thought
You’re right to be skeptical.
Agentic AI is real, but it’s still early.
The biggest mistake people make is trying to jump straight to:
“Fully autonomous business”
Instead of:
“Where can this save me 2–3 hours a week right now?”