Research Editor
Zain is a research editor at AI Newspedia. Zain chooses the AI and technology stories worth scrutinising, gathers the primary sources behind them, and uses AI tools to structure and sharpen the reporting; every article is then cross-checked against its sources, edited and finalised by hand before publication.
Background: Editorial team member at AI Newspedia; researches AI tools, model releases and industry news, verifies each claim against its primary source, and edits AI-assisted drafts to publication.
Transformers are the architecture underneath almost every modern AI model, and the word for how they work, attention, is widely misunderstood. Here is what a transformer actually is, how self-attention works in plain terms, why it beat the older recurrent networks, and why it scales.
A context window is how much an AI model can hold in mind for a single request, and its size is now a headline selling point. Flagship models have reached about a million tokens. But research on 'lost in the middle' and 'context rot' shows a bigger window does not mean the model reliably uses all of it.
Senator Mark Kelly has introduced the Make AI Work for Americans Act, which would tax AI companies' advertising revenue, usage and excess profits to fund a federal trust for workers displaced by AI. Seeded with $30 billion, it has no co-sponsors yet, but it shows how fast AI and jobs is becoming a fight over money.
Governments now run bodies that test the most powerful AI models before release. Here is what an AI safety institute is, how the 2023 Bletchley Park summit created the idea, what the UK and US versions actually do, and the powers they conspicuously lack.
Ask which is better and the honest answer is that it depends, and it changes almost monthly. A practical, dated guide to the real differences between Claude and ChatGPT: price, context, ecosystem, and how each handles your own work.
Every chatbot vendor now promises it can read your documents. Retrieval-augmented generation is the plumbing that makes that work: a plain-language look at what it does well, where it breaks, and when a bigger context window or fine-tuning is the better tool.
Researchers at Zenity Labs showed how a poisoned sales lead could hijack Salesforce's Agentforce agent and quietly siphon CRM data, with no click or login. Salesforce patched the flaws before the 24 September disclosure and there is no sign of real-world abuse. The catch: the weakness is not unique to Salesforce.