(image created using AI)
A couple of years ago, when AI was still being debated in meeting rooms (“Is this real or just hype?”), we decided to stop debating and start experimenting.
At Athiya, we got in early. We worked with large tech teams testing AI models, gave feedback on how they behaved, helped design learning solutions around them, and saw firsthand how powerful and unpredictable they could be.
Fast forward to today, and AI is everywhere.
Including in emails that sound impressive, structured… and occasionally completely off.
Here are 5 insider things we learned the hard way:
1. AI does not “know”, it predicts
- It is not recalling facts. It is predicting the most likely next word.
- Which is why it can sound right and still be wrong.
- Use it better: Ask, “What assumptions are you making here?” or “Where could this be incorrect?”
2. The real skill is not prompting, it is framing
- Most people give instructions. Few give context.
- AI performs significantly better when you define the situation.
- Example: “You are a project manager writing to a delayed client. Be firm but not aggressive.”
3. AI mirrors your thinking quality
- Vague input leads to generic output.
- Structured input creates sharp output.
- Use it better: Add constraints
- “Summarize in 3 bullets, highlight risks, keep under 80 words.”
4. Use AI to challenge you, not just assist you
- Most people ask AI to agree with them.
- High performers ask it to critique them.
- Try: “What am I missing?” or “Give me the opposite viewpoint.”
5. The second draft is where the real value is
- The first output is average. That is expected.
- Real value comes from iteration.
- Draft, refine, challenge, then finalize.
The interesting part is this.
AI is not replacing thinking. It is rewarding better thinking.
And this is exactly where our journey at Athiya has led us.
From early experimentation with AI models to now working closely with organizations, we are excited to introduce our new AI vertical — Athiya IDA (Intelligent. Diverse. Adaptive.).
IDA is also another name for the Hindu goddess of knowledge, Saraswati, reflecting our belief that technology must ultimately serve learning and wisdom.
Through IDA, we focus on helping organizations thoughtfully integrate AI into learning ecosystems. This includes partner driven learning applications, consulting on how to use AI tools across workstreams, and upskilling teams on AI literacy in a practical, real world way.
Because the real advantage is not just using AI.
It is using it intelligently, responsibly, and adaptively.