This 1-hour Stanford lecture on Markov Decision Processes will teach you more about the math behind systematic trading than a 3-month internship at Jane Street or JPMorgan.
Bookmark & give it an hour today, no matter what.
Marvin Minsky, the MIT scientist who founded AI:
"Citadel pays PhDs $500K to find the perfect equation. The market doesn't have one. It's beaten by a swarm of dumb agents, the exact design Marvin Minsky said your brain runs on."
the thread above is about swarm intelligence, letting a crowd of simple agents search the ugly, shifting landscape of a market that no clean equation can solve. minsky's entire life's work says that isn't a hack. it is how intelligence itself is built.
he proved you don't need a smart central solver. you need many mindless specialists, each doing one tiny job, none understanding the whole. connect enough of them and something intelligent emerges from parts that are individually dumb. a market is exactly that: millions of simple agents, no one in charge, collectively solving a problem none of them can see.
that is why the swarm beats the elegant math. a single closed-form equation assumes a clean, stable world. the market is nonlinear, non-stationary, full of traps. a swarm doesn't need to understand the landscape, it explores it from a thousand angles at once and can't get permanently stuck where one clever model would. minsky saw this in the mind decades before quants borrowed it for markets. he taught it at MIT, for free, in this lecture. same story i keep telling: the "new" AI idea running the funds is an old idea in a new wrapper.
here is what the thread underplays, and minsky knew it. a swarm is only as good as how its agents are wired and rewarded. connect them wrong and a thousand dumb agents don't become a genius, they become expensive noise that overfits and blows up. the swarm is free. the architecture, knowing how to connect and constrain the agents, is the entire edge.
@HDFC_Bank@RBI@FinMinIndia HDFC Bank,
Why i am getting such emails again & again, after officially reported earlier
I don't have any loan and didn't have such account. What type of verification done.
Please delete my email and stop sending threatening mail. Thanks
@CNNnews18@_pallavighosh How much media highlights, Lop gets more media coverage.
BJP social media on trap from Bharat Jodo Yatra.
Strategy should change with time. Please review the Strategy. Thanks
@amitmalviya@amitmalviya@MEAIndia@BJP4India@INCIndia
LoP travel should have approved by GoI. Also, security may have details to escorts as per plan. Else, Citizens can't leave outside country.
Instead asking to Opposition, Govt should publish. Thanks
Before starting a PhD, read this paper:
"Ten Simple Rules for Graduate Students"
The advice is simple, practical and still relevant nearly two decades later.
Sometimes the best research guidance isn't the newest.
ಗೃಹ ಜ್ಯೋತಿ ಯೋಜನೆ - ಸ್ಥಳದಲ್ಲೇ ದಾಖಲೆ ಪರಿಶೀಲನೆ, ಸ್ಥಳದಲ್ಲೇ ಅರ್ಜಿ ಸಲ್ಲಿಕೆ! ಬೆಸ್ಕಾಂ ಮೀಟರ್ ರೀಡರ್ಗಳು ನಿಮ್ಮ ಮನೆ ಬಾಗಿಲಿಗೆ ಬರಲಿದ್ದು, ಗ್ರಾಹಕರು ಅಗತ್ಯ ದಾಖಲೆಗಳನ್ನು ಸಿದ್ಧವಾಗಿಟ್ಟುಕೊಂಡ��� ಸಹಕರಿಸಿ. ಗೃಹಜ್ಯೋತಿ ವಿಶೇಷ ಸಹಾಯವಾಣಿ ಸಂಖ್ಯೆಗಳಾದ 9480816111, 9480816112, 9480816113 ಮತ್ತು 9480816114ಗಳಿಗೆ ಕರೆಮಾಡಿ
1/2📢#Applications are now open for the National Workshop on 𝗥𝗲𝘀𝗲𝗮𝗿𝗰𝗵 𝗠𝗲𝘁𝗵𝗼𝗱𝗼𝗹𝗼𝗴𝗶𝗲𝘀 𝗳𝗼𝗿 𝗦𝘂𝘀𝘁𝗮𝗶𝗻𝗮𝗯𝗹𝗲 𝗟𝗶𝘃𝗲𝗹𝗶𝗵𝗼𝗼𝗱𝘀 𝗶𝗻 𝗜𝗻𝗱𝗶𝗮 (8–18 September 2026) at the @CsdHyderabad.
Anthropic has opened applications for its Fellows Program, a 4-month fully funded research opportunity offering approximately $15,400/month plus compute credits and direct mentorship from Anthropic researchers. Fellows can work in Berkeley, London or remotely, contributing to cutting-edge AI research.
The program covers AI safety, security, ML systems, reinforcement learning and AI policy & economics. No PhD or prior research experience is required but strong technical skills and full-time availability are expected. Applications are rolling for the September 2026 cohort.
Apply here : https://t.co/OsW5BWzEXr
The Nifty Next 50 promises something very few indices can.
The stability of Large Caps.
The return potential of Mid Caps.
But does it really deliver the BEST of both worlds?
We analysed 20 years of data to find out. 🧵👇
Rajeev Thakkar of @ppfasmf is increasing exposure in some parts of the market.
Sankaran Naren of @ICICIPruMF is making a different set of bets.
We analysed portfolios worth ₹4.55 LAKH CRORE to understand how India's top fund managers are navigating today's markets.
A 🧵
As India continues to strengthen its digital ecosystem, the demand for skilled cybersecurity professionals is growing rapidly. Addressing this need, IIT Madras has joined IIT Kanpur in launching India's first practice-oriented Bachelor of Cybersecurity (B.Cyber.) programme, beginning in July 2026. Designed to bridge the country's cybersecurity talent gap, the four-year programme blends academic excellence with immersive, hands-on learning to prepare students for the evolving digital landscape.
A standout feature of the programme is the two-year Field Deployment Professional Project, which provides students with extensive real-world experience through cybersecurity projects mentored by experts from strategic and critical organisations. With training spanning Ethical Hacking, Penetration Testing, Cloud Security, Digital Forensics, Critical Infrastructure Security and more, the curriculum equips graduates with the practical skills needed to address an evolving cybersecurity landscape.
Together, IIT Madras and IIT Kanpur are shaping the next generation of cybersecurity leaders and strengthening India's digital future.
Know more about the programme here: https://t.co/maoayplHk7
@iitmadras@IITKanpur
#IITMadras #Cybersecurity #DigitalSecurity #HigherEducation #Innovation #FutureReady
3-month, fully funded fellowship in Washington.
Applications are now open for the GovAI DC Winter Fellowship 2027.
This is for researchers and professionals working on the future of AI policy.
What you get:
• $21,000 stipend + travel support
• Mentorship from leading AI policy experts
• Research your own AI governance topic
• Network with experts from OpenAI, Anthropic, DeepMind, Yale, Stanford, MIT, government and leading think tanks
Duration: Jan 18 – Apr 9, 2027
Location: Washington, DC (in-person)
Deadline: July 12, 2026
If you're serious about shaping AI policy, this is one of the best fellowships to apply for.
checkout: https://t.co/CoLD5bqasW
Meet Janhavi Ajit Rao.After spending 18 years as a software engineer, she made a decision that very few people would dare to make.
At the age of 40, she quit her successful engineering career and joined MBBS to become a doctor.
She studied Electronics in California, worked at top technology companies in the US and India, and even founded her own technology company.
In 2003, she was diagnosed with rheumatoid arthritis, an autoimmune disease. During her treatment, she saw how doctors changed patients' lives.
That inspired her to leave engineering behind and dedicate her life to medicine.
So, in 2013, she joined M.S. Ramaiah Medical College, Bengaluru, as an MBBS student.
After 8 years of hard work, she earned her MBBS degree.
Today, at the age of 47, she pursuing her M.D , currently working as Primary care physician in United States
FYI check :-
https://t.co/KHEsWDujuG
A fully funded 3-month program designed for researchers looking to work on AI alignment with world-class mentors.
The @pibbssai Fellowship is now accepting applications.
What you get:
• $3,000/month stipend
• Free accommodation, meals and return flights
• 1:1 mentorship from AI safety researchers
• A chance to work on your own research project
• Alumni network across Anthropic, Google, Oxford, Harvard, Epoch, FAR AI and more
Deadline: July 20, 2026
apply: https://t.co/B3pgcW43w8
3-Month Fully Funded AI Program in Singapore 🇸🇬 (No Application Fee)
📅 Program Dates: 21 September – 4 December 2026
🤖 Program: Singapore AI Safety Fellowship 2026
🔗 Apply Here: https://t.co/reIsctZ58z
Benefits: SGD 5,000 Monthly Stipend, Free Accommodation, Travel Support, Visa Support, Up to USD 30,000 Compute Funding, Mentorship by Leading AI Researchers, Research & Career Support, Office Workspace, Workshops, Networking & Community Events.
⏰ Application Deadline: 10 July 2026
Credit: Singapore AI Safety Hub (SASH)
Disclaimer: Scholarships Corner shares opportunity information for educational and informational purposes only. Applicants are encouraged to verify all eligibility requirements, funding details, and deadlines through the official Singapore AI Safety Fellowship website before applying.
#ScholarshipsCorner #artificialintelligence #fellowship #singapore #AIprogram #AIJobs