TooLazyToPrompt

Today I learned: Git submodules exist. I was trying to work with several minimalist-style repos for AI inference and asked Claude Code to create a monorepo for me (as I had used monorepos in many Node projects earlier). It recommended Git submodules. I had no idea this feature existed until now.

💹 Stock market rally 🛢️ Oil prices down 💰 Currency market stable Today we are canceling the apocalypse!

Apart from Petroleum & Helium supply for Granular Sulphur is also critical. HEILAN JOURNEY : A Chinese-owned & crewed bulk carrier is currently on choke point in the Strait of Hormuz after picking up cargo (sulphur) from the Jubail , Saudi Arabia. the Strait of Hormuz is recognized as a critical global chokepoint for sulphur, and its disruption is having a major impact on global supply chains.theStrait of Hormuz 👩‍🌾Percentage of Global Sulphur from the Strait The Middle East region (specifically Saudi Arabia, the UAE, Qatar, Kuwait, and Iran) is the global powerhouse for sulphur production, which is a byproduct of their massive oil and gas refining operations. Approximately 50% of the world's seaborne sulphur trade (roughly 20 million tonnes per year) originates in the Persian Gulf and must pass through the Strait of Hormuz. Global Production: The region accounts for about 24% of total global sulphur production (estimated at 83.87 million metric tons last year). Sulphur is often called the "Pulse of Industry" because it is the primary raw material for sulphuric acid, the most widely used chemical in the world. Its utility spans two massive global sectors: 1. Global Food Security (Agriculture) Fertilizer Production: Over 50% of global sulphur is used to manufacture phosphate fertilizers (DAP and MAP). Sulphuric acid is used to dissolve phosphate rock into a form plants can absorb. Soil Amendment: Granular sulphur is applied directly to alkaline and calcareous soils (common in dry regions) to lower pH levels, which allows crops like wheat, corn, and rice to better absorb nutrients like nitrogen and iron. 2. Critical Mineral Processing (The EV & Energy Transition) Nickel & Copper Leaching: Sulphur is essential for the "acid-leaching" process used to extract metals from ore. Example: Indonesia, which produces over 60% of the world's nickel, imports roughly 75% of its sulphur from the Middle East. Without this supply, the production of stainless steel and EV batteries would halt. Cobalt & Lithium: It is also used in the processing of cobalt (70% of which comes from the DRC) and lithium, making it a "single point of failure" for the global green energy transition. 3. Other Industrial Uses Rubber Vulcanization: Used to give rubber strength and flexibility for tires and industrial parts. Petroleum Refining: Ironically, while it is a byproduct of oil, sulphur is also used within refineries to remove impurities from gasoline.

This operation appears to be limited to entrance of Strait of Hormuz between Fujairah-Karachi. MT Karachi is still in its outer anchorage of UAE with other ships in the region. This is one the main Crude Oil Tanker (Aframax / LR2 Class) used to ship oil from Gulf to Pakistan. It can carry upto 800,000 barrels of crude oil. Idea that shipping lanes can be kept open using such missions looks very difficult. Especially in deeper part of Strait of Hormuz. Location of today's strikes are all past the opening and this passage remains very risky( Image02). The two ships Shalimar & Sargoda were escorted from Fujairah in UAE ( From mouth of Strait of Hormuz) to Karachi, Pakistan.

Grok's analysis of this video is very deep. Video as a modality is my favourite subject in AI. This clip is from Game of Thrones & in this part Arya Stark returns to Winterfell. I was curious about the track used in the background. Analysis to highlight. - Grok : Clip might contain overlaid music common in memes - This is the gate scene from GOT with Arya.

Bon Appétit, Your Majesty has successfully converted a show into Isekai cooking anime such as "Campfire Cooking in Another World with My Absurd Skill"

Sanju Samson - An absolute champion 🏆. Got us to the Semi Finals of this world cup. Look at the Strike Rate almost 200 🏏

Given the scale of the attacks, the UAE is handling the situation remarkably well. The attacks are focused on tourist locations, communication networks, and major trade hubs, aiming to cause widespread disruption. The Emiratis have managed these challenges with resilience

@Quantum_Pandit @thefirehacker @dejavucoder Congratulations

@thefirehacker @dejavucoder

Wohooo crossed 500 followers today 🎇. I just tried a bunch of suggestions from @dejavucoder blog on how to deal with the bird app and it worked. Also these steps were fairly simple. dejavucoder.substack.com/p/guide-to-thi…

This is a really great project if you are interested in distributed training. It is best suited for learning & experimentation with bells & whistles to choose : 1. Different combination of parallelism. 2.Different Model version/size. ( This point I need to recheck, or it could be from my wish list) This will totally remind you of Picotron from @huggingface but with MoE support. Heiretsu by @ChinmayKak has triggered a few thoughts in my head. Projects like NanoGPT speed run chase loss i.e fastest training run. This setup is great & unless someone is holding a gun to your head you would continue to use this setup instead of using parallelism like tensor or pipeline parallelism. However we know most models would need combination of these distributed training strategies in the real world. This brilliant blog by @meekochii 👇talks about how deepseek (first release) used various techniques to efficiently train their model. One such instance is use of bidirectional pipeline to handle data flow & minimize idle time (bubbles). Building a minimalistic training setup from scratch is very useful. NanoGPT speedrun has already shown that skills learned from minimal implementation are transferable to work done in actual labs , Case in point use of Muon optimizer in GLM 5 ( Muon optimizer was actually introduced in speed run & SOTA open source model GLM 5 now uses muon split - a variant of muon they created to work better with MLA). Same concept can be applied for distributed training. Learn without break the bank 💰. Link to blog on deepseek @meekochii : research.meekolab.com/deepseeks-low-…

@sidhant So even with this dissent note punitive tariffs are deemed illegal by SCOTUS? Is this just a remark or does this have any legal significance? @TheNavroopSingh

Balance of payment crisis clause used to invoke section 122 to slap 10% tariff can itself be challenged in court. Trade deficit is not equal to the balance of payment. Linking tariff to trade deficit was a legal hitch in liberation day tariffs too, Trump admin repeating the same mistake. My guess is this order will lead to an even deeper mess.

India was not at 18% it was at 25%. US didn't actually lower the tariff to 18% for India. So the drop is from 25 to 10%. Now the Trump admin will find new sections to increase this rate for countries around the world. This will require investigations into specific trade practices by other nations.

🎯Called it , US Supreme Court has struck down reciprocal tariffs(IEEPA based tariffs). India’s trade deal timing with US was impeccable, imagine getting stranded in queue with 25% punitive tariffs for importing Russian oil while other countries don’t have this burden . We would be the country with the highest effective tariffs . Even fentanyl tariffs are out. Tariffs can be reintroduced by Trump admin via other sections however most of these sections are sector specific & ability to link trade deal with tariffs on nations is now broken. Getting rid of 25% punitive tariffs + India joining PAX Silica was the real win for US-India trade deal.

The community's response towards Cowork gives us a strong positive signal towards what we have been building timecapsule.bubblspace.com Our product works in your browser & solves a different problem. The Problem: How do you manage a knowledge base, user or team expertise, documents, and context across AI sessions? Users need a platform that allows them to build and deploy workflows with ease. The platform should enable workflow management based on functions, topics, teams, or open search. The Solution: TimeCapsule TimeCapsule has two simple parts: AI-Frames- Helps build knowledge bases and workflows. Sage Mode- Real-time voice-to-voice AI persona. 1. AI-Frames: Upload documents to create a knowledge base directly in your browser. Use the Flow Builder to perform deep research and build workflows or AI Frames. These workflows can be explored in graph or linear mode (chapters and AI Frames). 2. Sage Mode: Start a real-time voice-to-voice session with an AI persona. TimeCapsule automatically detects the relevant AI Frames, searches through your knowledge base documents, and responds in real time. 3. Collaboration: Share TimeCapsule with your team. Sage sessions automatically pick up new knowledge (TimeCapsules) as workflows evolve. @bubblspace @AIEdXLearn

💡Subagents on cursor : Below active issue sheds light on how custom subagents work on cursor. ( Note: This is all part of cursor official forum, no jail breaks here) - Custom Subagents are created in "in .cursor/agents/ with valid YAML frontmatter" - The is injected into the prompt (telling the model "hey, you can delegate") - Task tool has 4 built in subagents :(detals see image01) generalPurpose, explore, shell , browser-use - Max 4 concurrent subagents can be spawned. Prompt Injection The user has indicated they want you to delegate work to the following subagent(s): plan-updater, plan-reviewer, plan-researcher To delegate, call the Task tool with the subagent_type parameter. Example: Task(subagent_type="Your custom subagent name", prompt="your detailed task description") The issue : Composer 1.5 model doesn't have access task tool and can't run multiple subagents. Subagents sometimes work with Opus , Sonnet. forum.cursor.com/t/task-tool-mi…

The Sage has spoken we need an ecosystem of Indian AI models, many of them need to be Open Source.