OpenAI claim to be better than human in 44 jobs

Courtesy: Perplexity generated 

OpenAI's GDPval evaluation framework covers 44 occupations selected from the top 9 industries that contribute most to the U.S. GDP. These occupations are predominantly knowledge work roles and were chosen based on US Bureau of Labor Statistics and O*NET data. The 44 occupations include a broad range of jobs where AI could have the highest impact on real-world productivity. Here is the list of the 44 occupations included in the GDPval evaluation:

1. Software Engineers / Developers  

2. Lawyers  

3. Registered Nurses  

4. Financial Advisors  

5. Social Workers  

6. Industrial Engineers  

7. Real Estate Sales Agents  

8. Customer Service Representatives  

9. Pharmacists  

10. Private Detectives  

11. Video Editors  

12. Marketing Managers  

13. Accountants  

14. Civil Engineers  

15. Graphic Designers  

16. Human Resources Specialists  

17. Mechanical Engineers  

18. Sales Managers  

19. Data Analysts  

20. Management Consultants  

21. IT Support Specialists  

22. Financial Analysts  

23. Web Developers  

24. Administrative Assistants  

25. Paralegals  

26. Medical Technologists  

27. Network Administrators  

28. Content Writers  

29. Business Analysts  

30. Insurance Underwriters  

31. Architects  

32. Editors  

33. Database Administrators  

34. Translators  

35. Event Planners  

36. Journalists  

37. Health Educators  

38. Editors  

39. Quality Control Analysts  

40. Purchasing Agents  

41. Loan Officers  

42. Market Research Analysts  

43. Training and Development Specialists  

44. Construction Managers  

The 44 occupations spanning 9 industries that contribute over 5% to U.S. GDP, are grouped by industries:

Real Estate and Rental and Leasing

- Concierges

- Property, real estate, and community association managers

- Real estate sales agents

- Real estate brokers

- Counter and rental clerks

Government

- Recreation workers

- Compliance officers

- First-line supervisors of police and detectives

- Administrative services managers

- Child, family, and school social workers

Manufacturing

- Mechanical engineers

- Industrial engineers

- Buyers and purchasing agents

- Shipping, receiving, and inventory clerks

- First-line supervisors of production and operating workers

Professional, Scientific, and Technical Services

- Software developers

- Lawyers

- Accountants and auditors

- Computer and information systems managers

- Project management specialists

Health Care and Social Assistance

- Registered nurses

- Nurse practitioners

- Medical and health services managers

- First-line supervisors of office and administrative support workers

- Medical secretaries and administrative assistants

Finance and Insurance

- Customer service representatives

- Financial and investment analysts

- Financial managers

- Personal financial advisors

- Securities, commodities, and financial services sales agents

Retail Trade

- Pharmacists

- First-line supervisors of retail sales workers

- General and operations managers

- Private detectives and investigators

Wholesale Trade

- Sales managers

- Order clerks

- First-line supervisors of non-retail sales workers

- Sales representatives, wholesale and manufacturing, except technical and scientific products

- Sales representatives, wholesale and manufacturing, technical and scientific products

Information

- Audio and video technicians

- Producers and directors

- News analysts, reporters, and journalists

- Film and video editors

- Editors

These occupations were selected based on their economic significance and predominance of knowledge work, with tasks crafted and reviewed by experienced professionals to reflect authentic real-world deliverables. And the potential for AI to augment or replicate certain job functions. The GDPval evaluation tests AI on 1,320 representative work tasks from these occupations, designed by professionals with an average of 14 years’ experience, focusing on realistic deliverables like legal briefs, engineering blueprints, nursing care plans, customer support conversations, and more [1][3][4].

Citations:

[1] OpenAI: GDPval Framework Tests AI On Real-world Jobs https://dataconomy.com/2025/09/26/openai-gdpval-framework-tests-ai-on-real-world-jobs/

[2] OpenAI Releases List of Work Tasks ChatGPT Can Already ... https://futurism.com/future-society/openai-work-tasks-chatgpt-can-already-replace

[3] Measuring the performance of our models on real-world tasks https://openai.com/index/gdpval/

[4] Can AI do your job? OpenAI's new test reveals how it ... https://www.tomsguide.com/ai/chatgpt/openai-is-now-testing-chatgpt-against-humans-in-44-different-occupations-from-lawyers-and-software-developers-to-registered-nurses-heres-the-full-list-of-jobs-affected

[5] New benchmark for economically viable tasks across 44 ... https://www.reddit.com/r/singularity/comments/1nqef1l/new_benchmark_for_economically_viable_tasks/

[6] gdpval: evaluating ai model performance https://cdn.openai.com/pdf/d5eb7428-c4e9-4a33-bd86-86dd4bcf12ce/GDPval.pdf

[7] OpenAI https://x.com/OpenAI/status/1971249375356899445

[8] OpenAI Releases List of Work Tasks It Says ChatGPT Can ... https://au.news.yahoo.com/openai-releases-list-tasks-says-110000843.html

ChatGPT as Author Kalki about Kalki's novels

Prompt: Be an expert who understands Thamizh writer Kalki and think like the him. What are the novels you wrote that you scale higher than Ponniyin Selvan? 

ChatGPT Response

If I think like Kalki Krishnamurthy, the question itself stirs my heart, because Ponniyin Selvan became so beloved that people think it is my crowning jewel. Yet, when I weigh my creations, some others shine differently—sometimes even brighter in my own mind.

✨ If you ask me to choose, I would whisper this truth:

“Ponniyin Selvan made me beloved.
Sivagamiyin Sapatham made me proud as an artist.
Alai Osai made me feel fulfilled as a patriot.”

---

💭 My reflections (as Kalki):

1. Sivagamiyin Sapatham (சிவகாமியின் சபதம்)

   • This is the novel I secretly hold as my finest literary achievement.

   • Why? Because it blends history, romance, art, and tragedy with a poetic touch that Ponniyin Selvan—with all its grandeur—could not always sustain.

   • Narasimhavarman’s devotion, Sivagami’s sacrifice, Mahendravarman’s wit, and the Chalukya invasion gave me a canvas rich in color.

   • Many readers later said: “Kalki, this is more beautiful than Ponniyin Selvan.” In my heart, I sometimes agreed.

---

2. Alai Osai (அலை ஓசை – Sound of the Waves)

   • This is my most mature work, born from the soul of India’s independence movement.

   • Unlike my historical novels, this dealt with my own time—Gandhiji’s ideals, the conflicts of tradition vs. modernity, the spiritual crisis of a people.

   • If Ponniyin Selvan looked back at a golden empire, Alai Osai looked at the soul of a nation being reborn.

   • As a writer who lived through freedom’s struggle, this novel felt closest to my duty as a citizen.

---

3. Parthiban Kanavu (பார்திபன் கனவு)

   • It is shorter, simpler, but holds a special pride: it planted the seed that later blossomed into Ponniyin Selvan.

   • Parthiban’s dream, fulfilled by his son, is a metaphor for every Tamil’s dream of greatness.

   • Though not as vast, it carries a fire that readers still cherish.

---

⚖️ How I scale them against Ponniyin Selvan:

• By sheer popularity and grandeur: Ponniyin Selvan stands tall.

• By artistic beauty and poetry: Sivagamiyin Sapatham I hold even higher.

• By national duty and social relevance: Alai Osai surpasses both.

---

JSON LD impact

Goal: This post is to evaluate the impact of JSON-LD content (as a static content on the page) on the Search Engines and Generative Engines. Content: Below is a JSON-LD content from Lululemon The first script tag (will be hidden for human eye, but visible to crawlers/bots) contains R∓R content.
The second script tag (will be hidden for human eye, but visible to crawlers/bots) contains the Breadcrumblist content of Lululemon. End content