ChatGPT Agent 2025 – Data Science vs Copilot, LBO Model

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17 July 2025: OpenAI ne ChatGPT Agent Utaara – Background Story

17 July 2025 ki subah 9:00 AM PST, OpenAI CEO Sam Altman ne ek tweet kiya:

“We’re shipping ChatGPT Agent – your own AI intern with a keyboard, mouse and browser. Live for Pro users in minutes.”

Kya hai yeh Agent?

Unified AI agent jo khud browser kholta hai, Excel chalaata hai, Python code run karta hai aur Gmail bhej deta hai – sab ek hi chat mein.
Visual + text browser + terminal + API – ek hi sandbox.
User approval before any spend / email – safety first.
Recurring scheduler – every Monday “sales report” auto-generate kar do.

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Benchmark	ChatGPT Agent	Copilot Excel	Gemini 2.5 Pro	Claude 3.7 Sonnet
DSBench (real DS tasks)	Beats human baseline	28 %	41 %	35 %
SpreadsheetBench (Excel edits, charts, formulas)	45.5 % accuracy	20 %	31 %	27 %
BrowseComp (deep web search & synthesis)	68.9 %	42 %	51.5 %	48 %
Codeforces-style Python	> 1,500 Elo	–	1,250 Elo	1,300 Elo

Kya seekha?

Data cleaning se lekar machine-learning pipeline tak, Agent analyst-level kaam kar raha hai.
Copilot Excel abhi bhi formatting aur VLOOKUP level pe atka hai.
Gemini 2.5 aur Claude 3.7 browser tasks mein piche hain, Python mein average.

OpenAI ne internal finance benchmark kiya – 200 tasks:

Input: 10-K PDF + deal terms
Output: 3-statement model, debt schedule, IRR, sensitivity table
Accuracy: 48 % tasks human-quality, rest > 70 % useful (vs 18 % earlier models)

Terminal value calculations, WACC derivation, Monte-Carlo sensitivity
Formatting & footnotes – Word + Excel export ready

Variable interest, balloon payment, pre-payment penalty – all covered
LaTeX + PDF output for client decks

Banker Reaction: “Intern se zyada reliable, VP se kam expensive.”

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Region	Current Status	Official ETA	Rumor Mill
USA, Canada, India, Japan, Brazil	Live 17 Jul 2025	–	–
UK, Australia, Singapore	Live 17 Jul 2025	–	–
EEA + Switzerland	❌ Blocked	“coming weeks”	Reddit leaks – GDPR + browser routing 2-4 weeks
Enterprise / Edu Global	Rolling in weeks	–	–

Kyun delay?

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Plan	Free Credits / Month	Extra Credits	Price / Batch
ChatGPT Pro	400 messages	Flex credits	$0.03 / message
Plus / Team	40 messages	Flex credits	$0.05 / message
Enterprise / Edu	TBA	Contract	TBA
Free Tier	❌ Not yet	–	–

Pro Tip: 400 messages ek weekend mein khatam ho sakte hain agar LBO model + sensitivity tables banayein.

Parallel Runs
- Task 1: “Scrape competitor pricing”
- Task 2: “Clean my CRM CSV”
- Same chat, 8 parallel threads
Recurring Scheduler
- /agent every Monday 9 AM – send me last week’s ad-spend report
Connector Plugins
- Gmail + Notion + GitHub – one-click OAuth
- Slack alerts when task completes