@AndrewYNg Once dozens of these loops run in parallel, the hard problem stops being "will the agent finish the task" and starts being coordination, trust boundaries, shared state, and accountability. The engineering starts to look like distributed systems with a different vocabulary.
@AndrewYNg Andrew, I like the loop framing with timelines — I'd argue it's the fourth wave in a progression most teams haven't fully mapped yet. Prompting → Context → Harness → Loop. Each one shifts where the actual leverage lives, away from the model and toward the system around it.
As Yoga is becoming very popular around the Globe, Leftist have started asking questions as why PM Modi is trying to Hinduize Yoga
Bro Yoga was always Hindu, Adiyogi (Shiva) is the originator of yoga, the west has been trying to dehinduize Yoga
Open source control plane for context-aware routing across Claude models: 📦 https://t.co/Y8EDPJbt16 11 files, 2600 lines, tested and documented. Deploy it today. This is how you own Claude economics.
#OpenSource#AI#TokenMaxxing
While the industry waits for cheaper tokens, smart enterprises are already 10x cheaper. But you don't need to wait for cheaper models. Build a routing layer in 48 hours that cuts your Claude bill by 80%. The trick? Stop treating every query the same.
#AI#LLMs#CostOptimization
@IBKR your security check process sucks. Spent over 2 hours trying to reset password. Are you kidding me? Please try this yourself and you will learn what you make your customers experience.
@karpathy Your "Zero to Hero" video series was foundational for so many of us. With the rapid progress in agentic AI, could we request a series to walkthrough on the core concepts—like planning, memory, and tool use #AgenticAI#LLM
This is badass!
Switzerland at UN said, "We call on Indian govt to take effective measures to protect minorities and uphold free speech and free media."
India responded by calling Switzerland racist and xenophobic to their face and even offered to help them deal with it. Lol!
#VantageOnFirstpost: @realDonaldTrump has not imposed tariffs on Europe and China despite their record energy imports from Russia.
@Palkisu exposes the Western double standard on Russian energy.
Great win by team india. Resilience and determination from Siraj and Prasidh has given us this phenomenal victory. Special mention to Siraj who will put everything on the line for the team. Extremely happy for him ❤️
@mdsirajofficial@prasidh43
Trump: “We are getting along with China very well.”
China imports more Russian energy than India. And unlike India, it also imports a large amount of Iranian oil. It has refused to stop both.
And Trump expects India to foil.
Absolute joke.
Journalist: India says the U.S. buys Russian uranium and fertilizers while criticising India for buying Russian energy. Your response?
Trump: I don’t know anything about that.
@TomCruise Watched every one of your movies @TomCruise ! Well done with the Mission Impossible Final Reckoning - surprised that you didnt include the flag of India when showing flag of all nuclear powers.
With the AP5050, the industry’s first outdoor #WiFi6E access point, you get enhanced wireless experiences, faster speeds, reduced interference, and access to operate across up to 3x as much spectrum as previous generations of #WiFi. https://t.co/bUrINBOpXT