Back

Rahul Agarwal

Founder | Agentic AI...ย โ€ขย 3h

People think these 3 AI terms are same, they're not. Iโ€™ve explained differences for each. 1. ๐—š๐—ฒ๐—ป๐—ฒ๐—ฟ๐—ฎ๐˜๐—ถ๐˜ƒ๐—ฒ ๐—”๐—œ Using AI to create content across text, images, audio, and video. โ€ข ๐—˜๐—ป๐—ฐ๐—ผ๐—ฑ๐—ถ๐—ป๐—ด-๐——๐—ฒ๐—ฐ๐—ผ๐—ฑ๐—ถ๐—ป๐—ด + ๐—Ÿ๐—ฎ๐˜๐—ฒ๐—ป๐˜ ๐—ฆ๐—ฝ๐—ฎ๐—ฐ๐—ฒ: Learn patterns and creativity. โ€ข ๐—ง๐—ฟ๐—ฎ๐—ป๐˜€๐—ณ๐—ผ๐—ฟ๐—บ๐—ฒ๐—ฟ ๐—ฆ๐˜๐—ฟ๐˜‚๐—ฐ๐˜๐˜‚๐—ฟ๐—ฒ: Same foundation as LLMs. โ€ข ๐—ฆ๐˜†๐—ป๐˜๐—ต๐—ฒ๐˜๐—ถ๐—ฐ ๐——๐—ฎ๐˜๐—ฎ: Generate new training data. โ€ข ๐——๐—ถ๐—ณ๐—ณ๐˜‚๐˜€๐—ถ๐—ผ๐—ป + ๐—š๐—”๐—ก๐˜€: Power image and video generation. โ€ข ๐—ญ๐—ฒ๐—ฟ๐—ผ / ๐—™๐—ฒ๐˜„-๐˜€๐—ต๐—ผ๐˜ + ๐—ฅ๐—Ÿ๐—›๐—™: Improve output quality. โ€ข ๐—™๐—ถ๐—ป๐—ฒ-๐˜๐˜‚๐—ป๐—ถ๐—ป๐—ด + ๐—ฆ๐˜๐˜†๐—น๐—ฒ ๐—ง๐—ฟ๐—ฎ๐—ป๐˜€๐—ณ๐—ฒ๐—ฟ: Customize for brands and styles. โ€ข ๐— ๐˜‚๐—น๐˜๐—ถ๐—บ๐—ผ๐—ฑ๐—ฎ๐—น ๐—”๐—œ: Works with text, image, audio, video. โ€ข ๐—ง๐—ฒ๐˜…๐˜-๐˜๐—ผ-๐—œ๐—บ๐—ฎ๐—ด๐—ฒ / ๐—ฉ๐—ถ๐—ฑ๐—ฒ๐—ผ: Create media from prompts. โ€ข ๐—ฃ๐—ฟ๐—ผ๐—บ๐—ฝ๐˜ ๐—˜๐—ป๐—ด๐—ถ๐—ป๐—ฒ๐—ฒ๐—ฟ๐—ถ๐—ป๐—ด: Better prompts = better content. Generative AI mainly ๐—ฐ๐—ฟ๐—ฒ๐—ฎ๐˜๐—ฒ๐˜€ ๐—ฐ๐—ผ๐—ป๐˜๐—ฒ๐—ป๐˜ ๐˜„๐—ต๐—ฒ๐—ป ๐—ฎ๐˜€๐—ธ๐—ฒ๐—ฑ. 2. ๐—”๐—ด๐—ฒ๐—ป๐˜๐—ถ๐—ฐ ๐—”๐—œ AI systems that plan, decide, and execute tasks independently. โ€ข ๐—œ๐—ป๐—ฑ๐—ฒ๐—ฝ๐—ฒ๐—ป๐—ฑ๐—ฒ๐—ป๐˜ ๐—š๐—ผ๐—ฎ๐—น๐˜€ + ๐—”๐—ฑ๐—ฎ๐—ฝ๐˜๐—ถ๐˜ƒ๐—ฒ ๐—ฃ๐—น๐—ฎ๐—ป๐—ป๐—ถ๐—ป๐—ด: Break big goals into tasks. โ€ข ๐—›๐—ถ๐—ฒ๐—ฟ๐—ฎ๐—ฟ๐—ฐ๐—ต๐—ถ๐—ฐ๐—ฎ๐—น ๐—”๐—ด๐—ฒ๐—ป๐˜๐˜€: Multiple decision-making layers. โ€ข ๐—ง๐—ผ๐—ผ๐—น ๐—จ๐˜€๐—ฒ + ๐—ง๐—ฎ๐˜€๐—ธ ๐—˜๐˜…๐—ฒ๐—ฐ๐˜‚๐˜๐—ถ๐—ผ๐—ป: Can browse, code, email, automate. โ€ข ๐—Ÿ๐—ผ๐—ป๐—ด-๐˜๐—ฒ๐—ฟ๐—บ ๐— ๐—ฒ๐—บ๐—ผ๐—ฟ๐˜†: Remembers past work and context. โ€ข ๐—ฆ๐—ฒ๐—น๐—ณ-๐—ฅ๐—ฒ๐˜ƒ๐—ถ๐—ฒ๐˜„ + ๐—ฃ๐—ฒ๐—ฟ๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐—ป๐—ฐ๐—ฒ ๐— ๐—ฒ๐˜๐—ฟ๐—ถ๐—ฐ๐˜€: Improves automatically. โ€ข ๐—–๐—ผ๐—ง ๐—ฅ๐—ฒ๐—ฎ๐˜€๐—ผ๐—ป๐—ถ๐—ป๐—ด: Thinks step-by-step before acting. โ€ข ๐— ๐˜‚๐—น๐˜๐—ถ-๐—”๐—ด๐—ฒ๐—ป๐˜ ๐—–๐—ผ๐—น๐—น๐—ฎ๐—ฏ: AI agents work as a team. โ€ข ๐— ๐—ผ๐—ป๐—ถ๐˜๐—ผ๐—ฟ๐—ถ๐—ป๐—ด + ๐—ข๐—ฟ๐—ฐ๐—ต๐—ฒ๐˜€๐˜๐—ฟ๐—ฎ๐˜๐—ถ๐—ผ๐—ป: Tracks progress and manages workflows. โ€ข ๐—›๐˜‚๐—บ๐—ฎ๐—ป-๐—ถ๐—ป-๐˜๐—ต๐—ฒ-๐—Ÿ๐—ผ๐—ผ๐—ฝ: Humans supervise key decisions. โ€ข ๐—–๐—ผ๐—ด๐—ป๐—ถ๐˜๐—ถ๐˜ƒ๐—ฒ ๐—–๐˜†๐—ฐ๐—น๐—ฒ: Plan โ†’ Act โ†’ Observe โ†’ Improve. Agentic AI mainly ๐—ฝ๐—น๐—ฎ๐—ป๐˜€ ๐—ฎ๐—ป๐—ฑ ๐—ฐ๐—ผ๐—บ๐—ฝ๐—น๐—ฒ๐˜๐—ฒ๐˜€ ๐˜„๐—ผ๐—ฟ๐—ธ ๐—ฎ๐˜‚๐˜๐—ผ๐—ป๐—ผ๐—บ๐—ผ๐˜‚๐˜€๐—น๐˜†. 3. ๐—Ÿ๐—Ÿ๐— ๐˜€ The core models that understand language and generate responses. โ€ข ๐—ฃ๐—ฟ๐—ฒ-๐˜๐—ฟ๐—ฎ๐—ถ๐—ป๐—ถ๐—ป๐—ด & ๐—™๐—ถ๐—ป๐—ฒ-๐˜๐˜‚๐—ป๐—ถ๐—ป๐—ด: Learn from massive datasets and get refined. โ€ข ๐—ง๐—ผ๐—ธ๐—ฒ๐—ป๐—ถ๐˜‡๐—ฎ๐˜๐—ถ๐—ผ๐—ป + ๐—”๐˜๐˜๐—ฒ๐—ป๐˜๐—ถ๐—ผ๐—ป: Break text into tokens and focus on important words. โ€ข ๐—ง๐—ฟ๐—ฎ๐—ป๐˜€๐—ณ๐—ผ๐—ฟ๐—บ๐—ฒ๐—ฟ๐˜€ + ๐—ฉ๐—ฒ๐—ฐ๐˜๐—ผ๐—ฟ๐˜€: Convert language into numbers and patterns. โ€ข ๐—ฃ๐—ผ๐˜€๐—ถ๐˜๐—ถ๐—ผ๐—ป ๐—˜๐—ป๐—ฐ๐—ผ๐—ฑ๐—ถ๐—ป๐—ด: Understand word order and context. โ€ข ๐—ญ๐—ฒ๐—ฟ๐—ผ / ๐—™๐—ฒ๐˜„-๐˜€๐—ต๐—ผ๐˜: Perform new tasks with little training. โ€ข ๐—ฅ๐—”๐—š + ๐—ฅ๐—Ÿ๐—›๐—™: Use external knowledge and human feedback. โ€ข ๐—›๐—ฎ๐—น๐—น๐˜‚๐—ฐ๐—ถ๐—ป๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—ฅ๐—ฒ๐—ฑ๐˜‚๐—ฐ๐˜๐—ถ๐—ผ๐—ป: Improve reliability and accuracy. โ€ข ๐— ๐—ผ๐—ฑ๐—ฒ๐—น ๐—ข๐—ฝ๐˜๐—ถ๐—บ๐—ถ๐˜‡๐—ฎ๐˜๐—ถ๐—ผ๐—ป: Size reduction, evaluation, and context limits. โ€ข ๐—ฃ๐—ฟ๐—ผ๐—บ๐—ฝ๐˜ ๐—˜๐—ป๐—ด๐—ถ๐—ป๐—ฒ๐—ฒ๐—ฟ๐—ถ๐—ป๐—ด: Communicating effectively with models. LLMs mainly ๐˜‚๐—ป๐—ฑ๐—ฒ๐—ฟ๐˜€๐˜๐—ฎ๐—ป๐—ฑ ๐—ฎ๐—ป๐—ฑ ๐—ด๐—ฒ๐—ป๐—ฒ๐—ฟ๐—ฎ๐˜๐—ฒ ๐˜๐—ฒ๐˜…๐˜ ๐˜„๐—ต๐—ฒ๐—ป ๐—ฝ๐—ฟ๐—ผ๐—บ๐—ฝ๐˜๐—ฒ๐—ฑ. โœ… ๐—œ๐—ป ๐˜€๐—ต๐—ผ๐—ฟ๐˜: โ€ข ๐—Ÿ๐—Ÿ๐— ๐˜€ โ†’ The brain that understands & writes โ€ข ๐—š๐—ฒ๐—ป๐—ฒ๐—ฟ๐—ฎ๐˜๐—ถ๐˜ƒ๐—ฒ ๐—”๐—œ โ†’ Creates content โ€ข ๐—”๐—ด๐—ฒ๐—ป๐˜๐—ถ๐—ฐ ๐—”๐—œ โ†’ Plans & executes work โœ… Repost for people so that they can such basic differences.

Reply
1
1

More like this

Recommendations from Medial

Rahul Agarwal

Founder | Agentic AI...ย โ€ขย 24d

Most people even today don't know these skills. I've explained in very simple below. 1. ๐—ฃ๐—ฟ๐—ผ๐—บ๐—ฝ๐˜ ๐—˜๐—ป๐—ด๐—ถ๐—ป๐—ฒ๐—ฒ๐—ฟ๐—ถ๐—ป๐—ด Learning how to give clear, structured, and goal-driven instructions to AI models to get accurate and useful outputs. Eg: Ch

See More
Reply
1

Rahul Agarwal

Founder | Agentic AI...ย โ€ขย 2m

Hundreds of AI agent startups launched in the last two years. Executives are talking about them constantly. But most companies are still missing the point. The mistake isnโ€™t choosing the โ€œwrongโ€ tool. The mistake is treating AI like software instead

See More
Reply
6

Rahul Agarwal

Founder | Agentic AI...ย โ€ขย 2m

What AI skills should you master in 2026? I've explained each with my learnings below. ๐—ฆ๐˜๐—ฒ๐—ฝ 1 โ€“ ๐—ฃ๐—ฟ๐—ผ๐—บ๐—ฝ๐˜ ๐—˜๐—ป๐—ด๐—ถ๐—ป๐—ฒ๐—ฒ๐—ฟ๐—ถ๐—ป๐—ด โ€ข Uses clear, structured, goal-driven instructions. โ€ข Adds context, constraints, and expected outputs. ๐—˜.๐—ด: Ch

See More
Reply
1
1

Priyadarshi M

๐—ฆ๐˜๐—ฎ๐—ฟ๐˜๐˜‚๐—ฝ ๐—–๐—ฎ๏ฟฝ...ย โ€ขย 5m

๐—–๐—ฎ๐—ป ๐—ฆ๐˜๐—ฎ๐—ฟ๐˜๐˜‚๐—ฝ๐˜€ ๐—ช๐—ถ๐—ป ๐—•๐—ถ๐—ด ๐—ช๐—ถ๐˜๐—ต ๐—ฅ๐—ฒ๐˜€๐—ฝ๐—ผ๐—ป๐˜€๐—ถ๐—ฏ๐—น๐—ฒ ๐—”๐—œ India's startup ecosystem is rapidly embracing AI, with numerous new ventures incorporating machine learning and automation. Yet, as innovation accelerates, concerns emerge r

See More
Reply
1
6

recur

a space to buildย โ€ขย 4m

๐—ช๐—ต๐—ฎ๐˜ ๐—ถ๐—ณ ๐—”๐—œ ๐—ฐ๐—ผ๐—ป๐˜๐—ฒ๐—ป๐˜ ๐—ฐ๐—ฎ๐—บ๐—ฒ ๐˜„๐—ถ๐˜๐—ต ๐—ฑ๐—ถ๐—ด๐—ถ๐˜๐—ฎ๐—น ๐—ณ๐—ถ๐—ป๐—ด๐—ฒ๐—ฟ๐—ฝ๐—ฟ๐—ถ๐—ป๐˜๐˜€? ๐—”๐—œ ๐—ฅ๐—ฒ๐—ด๐˜‚๐—น๐—ฎ๐˜๐—ฒ๐—ฑ ๐—˜๐—บ๐—ฏ๐—ฒ๐—ฑ ๐—š๐—ฟ๐—ถ๐—ฑ (๐—”๐—œ๐—ฅ๐—˜๐—š) Every AI image or video should carry hidden metadata or a cryptographic ID โ€” showing when, how, an

See More
Reply
1
4
Image Description

Rahul Agarwal

Founder | Agentic AI...ย โ€ขย 2m

2 core ways AI learns and when to use each. Iโ€™ve explained each in a simple, detailed way below. ๐—ฃ๐—ผ๐—ถ๐—ป๐˜ 1: ๐—˜๐˜…๐˜๐—ฒ๐—ฟ๐—ป๐—ฎ๐—น ๐—ž๐—ป๐—ผ๐˜„๐—น๐—ฒ๐—ฑ๐—ด๐—ฒ ๐—ฅ๐—”๐—š โ€ข Pulls information from outside sources like APIs, PDFs, or databases โ€ข Answers are based on

See More
1 Reply
2
5

Bharti Maan

Hey I am on Medialย โ€ขย 11m

"๐— ๐—ผ๐˜€๐˜ ๐—ฝ๐—ฒ๐—ผ๐—ฝ๐—น๐—ฒ ๐—ฆ๐—ง๐—œ๐—Ÿ๐—Ÿ ๐—บ๐—ถ๐˜€๐˜‚๐—ป๐—ฑ๐—ฒ๐—ฟ๐˜€๐˜๐—ฎ๐—ป๐—ฑ ๐—”๐—œ โ€” ๐—›๐—ฒ๐—ฟ๐—ฒโ€™๐˜€ ๐˜„๐—ต๐—ฎ๐˜ ๐—ถ๐˜ ๐—ฟ๐—ฒ๐—ฎ๐—น๐—น๐˜† ๐—น๐—ผ๐—ผ๐—ธ๐˜€ ๐—น๐—ถ๐—ธ๐—ฒ! โฌ‡๏ธ Everyone talks about AI, but AI is not just "one thing" (and also not just ChatGPT)! Artificial Intelligence is often m

See More
Reply
1
3
Image Description
Image Description

Vishu Bheda

ย โ€ขย 

Medialย โ€ขย 7m

๐—”๐—œ ๐—ถ๐—ป ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฑ = ๐—ฆ๐˜„๐—ถ๐—ด๐—ด๐˜†/๐—ญ๐—ผ๐—บ๐—ฎ๐˜๐—ผ ๐—ถ๐—ป ๐Ÿฎ๐Ÿฌ๐Ÿญ๐Ÿณ. Super cheap, ultra addictive โ€” and totally VC-subsidized. Remember โ‚น1 deliveries and 50% off everything? Yeah โ€” not sustainable. Investors were buying growth, not profits. ๐—ฆ๐—ฎ๐—บ๐—ฒ ๐˜€๐˜๏ฟฝ

See More
6 Replies
4
24

Vishu Bheda

ย โ€ขย 

Medialย โ€ขย 8m

๐—”๐—œ ๐—ถ๐˜€ ๐˜๐˜‚๐—ฟ๐—ป๐—ถ๐—ป๐—ด ๐—ฒ๐˜ƒ๐—ฒ๐—ฟ๐˜† ๐—ฐ๐˜‚๐—ฟ๐—ถ๐—ผ๐˜‚๐˜€ ๐—ฝ๐—ฒ๐—ฟ๐˜€๐—ผ๐—ป ๐—ถ๐—ป๐˜๐—ผ ๐—ฎ ๐—บ๐—ผ๐—ฑ๐—ฒ๐—ฟ๐—ป-๐—ฑ๐—ฎ๐˜† ๐—ฝ๐—ผ๐—น๐˜†๐—บ๐—ฎ๐˜๐—ต. Want to code? AI walks you through it. Trying to grasp finance? AI explains it step by step. Curious about history? AI becomes your p

See More
Reply
8
Image Description

Rahul Agarwal

Founder | Agentic AI...ย โ€ขย 16d

AI systems will fail if these 2 layers are mixed. I've explained step by step below. 1. ๐—”๐—œ ๐—š๐—ฎ๐˜๐—ฒ๐˜„๐—ฎ๐˜† How modern AI systems manage intelligence safely. Step-by-step: โ€ข ๐—œ๐—ป๐—ฐ๐—ผ๐—บ๐—ถ๐—ป๐—ด ๐—ฃ๐—ฟ๐—ผ๐—บ๐—ฝ๐˜: User sends a prompt. โ€ข ๐—–๐—ฎ๐—ฐ๐—ต๐—ฒ ๐—–๐—ต๐—ฒ๐—ฐ

See More
Reply
2
6
1

Download the medial app to read full posts, comements and news.