Lounge›Insight
Key concepts and the latest issues in crypto, stocks and AI, explained
Lounge›Insight
Key concepts and the latest issues in crypto, stocks and AI, explained

Pick an AI agent by the job, the billing model and how much it can do without asking. A practical comparison framework for coding, research and automation agents, based on official docs.

Super Pepe (SP) topped CoinGecko's trending list, but it is not the original PEPE. Here is how to tell them apart by contract address, and what to check on liquidity, holders and trading venues first.

Mistral published the Mistral Large 4 weights on Hugging Face. Here is why a 52B-active MoE still needs memory for all 1T parameters, which checkpoints and GPU setups are validated, and where the license draws the Model-as-a-Service line.

When the S&P 500 holds near its highs but most of its members are down 10% or more, the rally is narrow. Here is how market breadth indicators work, how to check viral breadth claims, and where the signals fail.

Real-money AI trading contests keep going viral. Here is how the best-known one, Alpha Arena Season 1, was set up, how Claude, GPT-5 and Gemini performed, and how to judge any AI investing experiment before drawing conclusions.

Foreign investors outside India can invest in Indian stocks through home-listed India ETFs, US-listed ETFs such as INDA, or ADRs like Infosys and HDFC Bank. India also opened direct portfolio investment to all non-resident individuals in June 2026. Here is how the routes compare as of October 2026.

Whether an AI server is written off over four years or six can shift reported profits by billions of dollars. Here is how the accounting works, what the filings show, and why Nvidia investors care.

Higgsfield is a subscription AI video and image platform that runs on credits. Here is what each plan includes as of October 2026, how fast credits drain by model and resolution, and the refund, training and likeness terms to read before paying.

A plain-English breakdown of Meta's October 2026 equity raise: the three pieces of the roughly $97.5 billion plan, how to calculate dilution yourself, what the money is for, and which filings to watch next.