Gautam S. Mengle

In case you missed it, I've started writing a memoir of sorts, a collection of my experiences on the crime beat, on Medium. Shall very soon also start writing short fiction. You can show your love by reading and subscribing here: @gautam.mengle" target="_blank" rel="nofollow noopener">medium.com/@gautam.mengle

First female Ngoni chief in Malawi ends child marriage. She has broken up 850 child marriages in three years.

Black people actually have every reason to be angry at the world

Bro ignored 20 empty seats just to sit next to a woman and act oppressed. Method acting at its finest.

The silence of men who call women gold diggers becomes deafening when women are murdered over dowry. You’ve got to be fcking shitting us, crying about women taking your money when you have no gold to begin with.

AI is telling me that Genesis Chapter 1… from the Bible (KJV even!) … is “100% AI generated text.” Let that sink in. How “intelligent” is “AI”?

This may come as a shock but the Wakanda scenes in Avengers films were shot in Atlanta, Georgia.

🚨BREAKING: This paper should terrify every Physics PhD student. AI agents just ran a full particle physics experiment. Alone. No human in the loop. Researchers tested whether LLM-based AI agents could autonomously execute a complete high energy physics analysis pipeline. Not help with it. Not co-pilot it. Do the whole thing. They built a framework called JFC (Just Furnish Context) that combines autonomous analysis agents with literature-based knowledge retrieval and multi-agent review. Here's what the AI agent did on its own: - Event selection - Background estimation - Uncertainty quantification - Statistical inference - Paper drafting It ran real experiments on open data from ALEPH, DELPHI, and CMS. It performed electroweak, QCD, and Higgs boson measurements. The tool used? Claude Code. The scariest line from the paper: "The experimental HEP community is underestimating the current capabilities of these systems." Researchers argue most proposed agentic workflows are too narrowly scoped. The AI can already do far more than anyone is building for. But here's the nuance people will miss. This isn't about replacing physicists. It's about offloading the repetitive technical burden so researchers can focus on actual physics insight and novel method development. The real takeaway: if AI can autonomously run one of the most complex experimental sciences on earth, the question isn't whether your field is next. It's whether you're already behind. Authors: Eric A. Moreno, Samuel Bright-Thonney, Andrzej Novak, Dolores Garcia, Philip Harris

On this day, 6 years ago 😭

🚨‼️ BREAKING: Crunchyroll breached through outsourcing partner in India. A threat actor exfiltrated data from Crunchyroll's ticketing system and also managed to pull 100 GB of personally identifiable customer analytics data. We've analyzed sample data and it includes IP addresses, email addresses, credit card details, and more. An employee of their outsourcing partner Telus had executed malware on his system, which gave a threat actor access to Crunchyroll's environment.

Man Kills Wife Over Dowry In Gurugram. They Had A Love Marriage 4 Months Ago ndtv.com/india-news/gur…

Now I'm not a tech guy but it seems weird that an AI company would need a chemical weapons or high yield explosives expert.

Taking antacids long-term? Read this. Antacids (especially PPIs) are commonly used for acidity, reflux & bloating. They give relief, but they don’t fix the root cause. Stomach acid is NOT your enemy. It helps: • Digest protein • Kill harmful bacteria • Protect your gut Long-term use can lead to: • Gut imbalance (dysbiosis, SIBO) • Bloating, gas, poor digestion • Nutrient deficiencies (B12, iron, magnesium, calcium, zinc) • Magnesium deficiency affects muscles, nerves & kidneys Prolonged use may be linked to: • Increased creatinine • Kidney stress over time Gut imbalance leading to inflammation leads to added burden on kidneys The real issue? Acidity is often triggered by: • Late-night eating • Overeating • Fried/processed foods • Excess caffeine & alcohol • Chronic stress • Poor digestion What actually helps: • Smaller, balanced meals • Early, lighter dinners • More fibre + hydration • Reduce ultra-processed foods • Eat slowly & chew well • Manage stress Important is don’t stop medication without medical guidance. But do reassess if long-term use is really needed. Symptom relief is temporary. Root-cause healing is sustainable. #GutHealth #AcidityRelief #DigestiveHealth #HolisticNutrition #HealthFromWithin

तुम्हारे शहर का मौसम बड़ा सुहाना लगे; मैं एक शाम चुरा लूँ अगर बुरा न लगे।" -- क़ैसर-उल जाफ़री

You mean the shit that’s literally happening all across America right now??

She’s literally branded a ‘controversial YouTube star’… because she doesn’t think children should be blown up

🚨 BREAKING: The cybersecurity industry is about to get completely disrupted. Someone just open-sourced a fully autonomous AI Red Team. It's called PentAGI. 8,200+ stars on GitHub. Not one AI agent. An entire simulated security firm. Researchers, developers, pentesters, and risk analysts. All AI. All coordinating with each other before launching a single attack. No Cobalt Strike. No $100K/year pentest retainers. No OSCP required. Here's what's inside this thing: → An Orchestrator agent that plans the full attack chain → A Researcher agent that gathers intel from the web, search engines, and vulnerability databases → A Developer agent that writes custom exploit code on the fly → An Executor agent that runs 20+ pro security tools (nmap, metasploit, sqlmap, and more) → A memory system that learns from every engagement and gets smarter over time Here's the wildest part: It runs everything inside sandboxed Docker containers. Full isolation. It picks the right container image for each task automatically. It has a knowledge graph powered by Neo4j that tracks relationships between targets, vulnerabilities, tools, and techniques across every single test. Cybersecurity firms charge $25K-$150K per engagement for this exact workflow. This is free. 100% Open Source. MIT License.

It's a pity to be a women in India. It's pathetic if you are a rape survivor. Shame.

I wonder why a black horror movie set in 1932 mississippi would have an unflattering portrayal of white people...