Explainers

Generative-AI-vs-Decision-Models-Workflow

What are decision models? How they differ from generative AI and LLMs

October 16, 2026October 16, 2026Gyana SwainLeave a Comment

Designed to return choices, classifications and scores rather than generated text, decision models could help enterprises build faster, more cost-efficient AI workflows. Artificial intelligence has become closely associated with systems that write emails, generate code, summarize documents and answer questions. These capabilities are powered largely by generative AI models, including large language models (LLMs). But […]

What is Anthropic’s Project Glasswing? How AI is helping secure critical software

October 15, 2026October 15, 2026Gyana SwainLeave a Comment

The initiative gives selected organizations access to Claude Mythos to find and fix software vulnerabilities. Its latest findings show how AI could accelerate security research — and why fixing the flaws may be harder than finding them. Imagine an AI system that can examine millions of lines of software code, discover a hidden security weakness […]

OpenAI’s Call for Collective Cyber Defense: What Does This Mean?

September 6, 2026September 7, 2026Gyana SwainLeave a Comment

On August 27, 2026, OpenAI published an open letter titled “A call for collective action on cyber defense,” and asked industry, government, and AI leaders to join it. Within days it had drawn signatures from over 100 organizations — Anthropic, Google, Microsoft, AWS, Cisco, CrowdStrike, Palo Alto Networks, IBM, banks like Citi and Standard Chartered, […]

AI cuts entry-level tech hiring by up to 20% as demand shifts to high-skill roles

September 4, 2026September 4, 2026Gyana SwainLeave a Comment

Entry-level hiring in technology roles has declined by 15% to 20% in large enterprises as artificial intelligence automates routine tasks, even as demand shifts toward higher-skill roles. “There has been at least 15% to 20% reduction in entry-level jobs in Fortune 500 companies,” Vijay Swaminathan, CEO of agentic intelligence company Draup told CybernetIX. “Managers are […]

Introducing agentic video understanding with Gemini

September 3, 2026September 4, 2026Gyana SwainLeave a Comment

Unlike current ‘static’ processing, where the model ingests the video at a fixed frames-per-second rate (default 1 FPS, adjustable via API), agentic video understanding pairs the model’s core reasoning with native video tools to dynamically search, scan, and inspect target video segments across visual frames, audio, and transcripts. Across standard video analysis benchmarks, Gemini models […]

Anthropic makes changes to stop AI agents running amok again