Latest articles — page 19

Code, Capital, and Confidence: Why India Is Poised to Lead the Next Wave of AI

Code, Capital, and Confidence: Why India Is Poised to Lead the Next Wave of AI

At the India AI Impact Summit, a clear narrative emerged: India is no longer a passive adopter of artificial intelligence but a fast-moving force shaping how the technology will be used and governed. OpenAI’s CEO, speaking to the momentum he observed on the ground, positioned India as a major market and a hub of adoption that could exert outsized influence on global AI trajectories. This is driven by a unique…

Saugata Datta7 min read760
OpenAI for India: Building AI Infrastructure, Skills, and Sovereign Capability

OpenAI for India: Building AI Infrastructure, Skills, and Sovereign Capability

Today marks a pivotal moment for India’s AI journey as a major global AI organization launches a country-focused initiative to expand access, build local infrastructure, and accelerate economic and societal benefits. The program aims to pair advanced AI models with domestic partners to meet India’s unique needs: lower latency, data residency, security, and large-scale workforce adoption. A cornerstone of the initiative is a partnership with a leading Indian conglomerate to…

Saugata Datta2 min read571
Guardian of the Red Team: How Guardian Orchestrates Gemini, GPT-4 and 19 Top Security Tools for Smarter Pentesting

Guardian of the Red Team: How Guardian Orchestrates Gemini, GPT-4 and 19 Top Security Tools for Smarter Pentesting

Guardian is an open-source, AI-driven penetration testing framework that leverages multiple large language models to automate intelligent, evidence-backed security assessments. Designed for enterprise use, it combines a multi-agent architecture with a broad toolset to accelerate reconnaissance, triage, and reporting while preserving human oversight. What is Guardian? Guardian is an AI-powered penetration testing automation framework developed by Zakir Kun and available on GitHub. It orchestrates models such as OpenAI GPT-4, Anthropic…

Saugata Datta4 min read713
Chrome 0‑Day Under Active Attack: CVE‑2026‑2441 — What You Need to Do Now

Chrome 0‑Day Under Active Attack: CVE‑2026‑2441 — What You Need to Do Now

Google has released an emergency patch for a high‑severity zero‑day in Chrome after confirming active exploitation in the wild. Tracked as CVE‑2026‑2441, the vulnerability is a use‑after‑free bug in Chrome’s CSS handling that can enable remote code execution when a user visits crafted web content. How the flaw works CVE‑2026‑2441 arises from improper lifecycle management of objects in the rendering engine’s CSS processing, leaving freed memory accessible and exploitable. An…

Saugata Datta3 min read786
Windows 11 KB5077181 Update Triggers Restart Loop on Some Devices — What You Need to Know

Windows 11 KB5077181 Update Triggers Restart Loop on Some Devices — What You Need to Know

Microsoft’s February 10, 2026 security update KB5077181 for Windows 11 (notably reported on affected 24H2 builds) has been linked to a troubling issue on a subset of systems: devices repeatedly restarting in an infinite loop after applying the patch. If your PC is caught in this cycle, or you manage endpoints in an organization and are seeing similar behavior, here’s a concise guide to what’s happening, who’s affected, and practical…

Saugata Datta4 min read570
Claude Cowork finally lands on Windows

Claude Cowork finally lands on Windows

Anthropic’s Claude Cowork has arrived on Windows, closing a major platform gap and bringing its AI-powered desktop agent to a much larger share of enterprise users. The Windows release delivers local file access, multi-step automation, plugin integrations, and Model Context Protocol connectors, matching the macOS version and positioning Cowork as a mainstream productivity agent for knowledge work. What Cowork brings to the desktop Claude Cowork is designed to move beyond…

Saugata Datta4 min read847
When Money Talks and Machines Mimic: Ransomware, Extortion, and the AI Arms Race in Cybersecurity

When Money Talks and Machines Mimic: Ransomware, Extortion, and the AI Arms Race in Cybersecurity

The landscape of cyber threats has shifted decisively toward financially motivated crime. Extortion and ransomware now drive more than half of attacks with known motivations, as opportunistic criminal groups scale operations with automated tooling and AI. Speed, automation, and deception combine to inflict outsized damage on vulnerable organizations and public services. Why extortion and ransomware dominate Ransomware and extortion target assets that are both critical and costly to restore. Hospitals,…

Saugata Datta3 min read622
Sarvam AI Emerges as a Global Contender, Outperforming Gemini and ChatGPT

Sarvam AI Emerges as a Global Contender, Outperforming Gemini and ChatGPT

India's Sarvam AI has rapidly gained global attention by delivering top-tier performance on key India-specific AI tasks, demonstrating that focused, localized engineering can outmatch broader, general-purpose models. Sarvam Vision: OCR breakthroughs Sarvam Vision, the company’s optical character recognition model, has achieved standout results on established benchmarks. It posted an accuracy score on olmOCR-Bench that surpasses several high-profile models, and it performed exceptionally on OmniDocBench v1.5, which tests the ability to…

Saugata Datta2 min read655
Claude Opus 4.6: Anthropic’s powerful model for coding, agents, and enterprise workflows is now available in Microsoft Foundry

Claude Opus 4.6: Anthropic’s powerful model for coding, agents, and enterprise workflows is now available in Microsoft Foundry

Claude Opus 4.6 represents a clear evolution in applying frontier language models to mission-critical enterprise workloads. By combining Anthropic’s latest reasoning and long-context capabilities with Microsoft Foundry’s governance, identity, and operational controls, organizations can transition from isolated experiments to production-grade, agent-driven systems. This release is significant because it is not merely about raw model performance; it is about enabling sustained, auditable workflows that touch codebases, regulated documents, and multi-application automation.…

Saugata Datta7 min read875
When Plugins Move Markets: Lessons from a Single-Day “SaaSpocalypse”

When Plugins Move Markets: Lessons from a Single-Day “SaaSpocalypse”

Anthropic’s rapid rollout of open‑source plugins for Claude Cowork—especially a legal workflow plugin—triggered a market shock that erased roughly $285 billion in software, legal‑tech, and related stocks in a single day. The episode is less about one technical breakthrough and more about a strategic shift: model providers are moving from offering raw capability to delivering vertical workflows. That marginal step changes how value is captured across the enterprise software stack…

Saugata Datta4 min read645
Microsoft Adds Native System Monitor (Sysmon) Support to Windows 11

Microsoft Adds Native System Monitor (Sysmon) Support to Windows 11

Microsoft has begun shipping System Monitor (Sysmon) as a native, opt-in capability in Windows 11 preview builds. This change moves a widely used, high-fidelity endpoint telemetry tool from an optional Sysinternals download to an OS-managed feature. For security teams, IT operations, and incident responders, native Sysmon promises simpler deployment, stronger integration with Windows management channels, and a more consistent telemetry baseline across managed fleets — provided organizations adopt it carefully…

Saugata Datta6 min read730
Introducing Claude Opus 4.6

Introducing Claude Opus 4.6

Claude Opus 4.6 is Anthropic’s latest Opus-class model, released February 5, 2026. It focuses on sustained, agentic intelligence for real knowledge work: improved planning and multi-step execution, stronger code review and debugging across large repositories, and a first-in-class Opus‑variant with a 1M‑token context window in beta. Anthropic pairs these capabilities with new API controls—effort, adaptive thinking, and context compaction—plus product integrations that extend the model into everyday work tools. The…

Saugata Datta6 min read789
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