Global AI NewsGlobal AI News explains the biggest stories in artificial intelligence—models, policy, chips, jobs and India’s AI push—with every claim linked to its source.https://www.globalainews.in/en-inAnthropic’s IPO Filing Explained: Who Owns It, and Who Really Controls the Board?https://www.globalainews.in/article/anthropic-s1-governance-who-controls/https://www.globalainews.in/article/anthropic-s1-governance-who-controls/Anthropic’s S-1/A gives public investors economic rights, the founders 50.1% of shareholder votes and its Long-Term Benefit Trust a board majority. We break down the share classes.Sat, 07 Nov 2026 07:30:00 GMTBusiness & WorkAnthropicIPOCorporate governanceGlobal AI News DeskGemini 4 Carbon: Who Gets Google’s Cyber Model First, and What Its Benchmarks Really Showhttps://www.globalainews.in/article/gated-frontier-models-gemini-4-carbon/https://www.globalainews.in/article/gated-frontier-models-gemini-4-carbon/Google DeepMind is giving Gemini 4 Carbon to cyber defenders first, with no date for a wider release. We explain the access tiers and where each benchmark score comes from.Thu, 05 Nov 2026 07:30:00 GMTAI ModelsGoogle DeepMindGeminiCybersecurityBenchmarksGlobal AI News DeskGitHub Octoverse 2026: AI Agents Now Start 40% of Pull Requests. Here’s What That Really Meanshttps://www.globalainews.in/article/github-octoverse-2026-agents-pull-requests/https://www.globalainews.in/article/github-octoverse-2026-agents-pull-requests/GitHub says more than 40% of September pull requests began with an agent’s first draft, up from 17% in March. What the number measures, what it misses, and what teams should track.Tue, 03 Nov 2026 07:30:00 GMTBusiness & WorkGitHubAI coding agentsDevelopersGlobal AI News DeskIndia’s AI Rules Explained: What Is Already Law, and What Is Still Only Expectedhttps://www.globalainews.in/article/india-ai-consultation-paper-what-is-law/https://www.globalainews.in/article/india-ai-consultation-paper-what-is-law/India’s IT Rules amendment on synthetic media has been in force since 20 February 2026. A broader AI governance consultation paper has been promised but not yet published. Here’s the difference.Mon, 02 Nov 2026 07:30:00 GMTIndia AIIndiaMeitYIT RulesDeepfakesGlobal AI News DeskChatGPT vs Claude vs Gemini vs Copilot: AI Assistants Compared (2026)https://www.globalainews.in/reports/ai-assistants-compared/https://www.globalainews.in/reports/ai-assistants-compared/Compare documented workflows in ChatGPT, Claude, Gemini and Microsoft Copilot. A source-led guide, not a performance ranking.Wed, 14 Oct 2026 00:00:00 GMTGuides & ComparisonsComparisonBuyer’s guideGlobal AI News DeskAI Image Generators Compared: What Each Tool Documents in 2026https://www.globalainews.in/reports/ai-image-tools-compared/https://www.globalainews.in/reports/ai-image-tools-compared/Compare documented generation and editing workflows in ChatGPT Images, Adobe Firefly, Midjourney and Gemini Apps.Wed, 14 Oct 2026 00:00:00 GMTGuides & ComparisonsComparisonBuyer’s guideGlobal AI News DeskHosted API vs Open-Weight Models: How to Choose in 2026https://www.globalainews.in/reports/hosted-vs-open-weight-models/https://www.globalainews.in/reports/hosted-vs-open-weight-models/Compare provider-hosted Gemini access with documented Gemma and Mistral open-weight deployment options.Tue, 06 Oct 2026 00:00:00 GMTGuides & ComparisonsComparisonBuyer’s guideGlobal AI News DeskAI Content Provenance Tools Compared: C2PA, SynthID and Watermarkshttps://www.globalainews.in/reports/provenance-controls-compared/https://www.globalainews.in/reports/provenance-controls-compared/Compare provenance credentials, watermarks and image classifiers by the evidence each can establish.Mon, 05 Oct 2026 00:00:00 GMTGuides & ComparisonsComparisonBuyer’s guideGlobal AI News DeskAI Coding Agent Benchmarks Compared: How to Read SWE-bench and Friendshttps://www.globalainews.in/reports/coding-agent-benchmarks-compared/https://www.globalainews.in/reports/coding-agent-benchmarks-compared/A source-led comparison of two coding-agent benchmarks, their task designs, graders and limits.Sun, 04 Oct 2026 00:00:00 GMTGuides & ComparisonsComparisonBuyer’s guideGlobal AI News DeskIndiaAI Compute vs Commercial Cloud GPUs: Access, Pricing and Trade-offshttps://www.globalainews.in/reports/indiaai-vs-commercial-cloud/https://www.globalainews.in/reports/indiaai-vs-commercial-cloud/Compare IndiaAI Compute Portal access with commercial cloud on eligibility, allocation, billing and capacity evidence.Sun, 04 Oct 2026 00:00:00 GMTGuides & ComparisonsComparisonBuyer’s guideGlobal AI News DeskIndiaAI Compute in 2026: What India’s GPU Numbers Really Measurehttps://www.globalainews.in/article/india-ai-compute-access-2026/https://www.globalainews.in/article/india-ai-compute-access-2026/Official releases show a larger shared GPU pool and millions of reported GPU-hours. They still do not put commitments, live availability and measured use on one public ledger.Sat, 03 Oct 2026 00:00:00 GMTIndia AIIndiaAIGPUsComputeGlobal AI News DeskAI’s Electricity Demand Is Becoming a Product-Design Problemhttps://www.globalainews.in/article/weekly-deep-dive-cost-of-intelligence/https://www.globalainews.in/article/weekly-deep-dive-cost-of-intelligence/The IEA projects data-centre electricity use to rise from 415 TWh in 2024 to about 945 TWh by 2030. Those system-wide figures do not measure energy per AI request.Mon, 28 Sep 2026 00:00:00 GMTChips & InfrastructureEnergyData centresIEAGlobal AI News DeskAI Agents Are Getting Better at OSWorld, but Reliability Is Still the Real Testhttps://www.globalainews.in/article/reliability-is-the-new-ai-moat/https://www.globalainews.in/article/reliability-is-the-new-ai-moat/Stanford’s 2026 AI Index puts computer-task performance at 66.3%—a sharp gain, but still below its reported human baseline.Mon, 21 Sep 2026 00:00:00 GMTAI ModelsAI agentsBenchmarksOSWorldGlobal AI News DeskDo Word Labels Steer How LLMs Play the Prisoner’s Dilemma? What a New Preprint Findshttps://www.globalainews.in/article/study-finds-word-cues-can-override-game-theory-choices-in-llms/https://www.globalainews.in/article/study-finds-word-cues-can-override-game-theory-choices-in-llms/A revised arXiv preprint reports a label-sensitive circuit in tested models; its findings remain limited to specific prompts and game protocols.Mon, 21 Sep 2026 00:00:00 GMTResearchLLMsInterpretabilityGame theoryGlobal AI News DeskProteoGPT: How Generative AI Found Peptide Candidates Against Drug-Resistant Bacteriahttps://www.globalainews.in/article/ai-models-antibiotic-discovery/https://www.globalainews.in/article/ai-models-antibiotic-discovery/One protein-language-model pipeline reports in-vitro and mouse-model results; the findings remain preclinical.Fri, 11 Sep 2026 00:00:00 GMTResearchDrug discoveryAntibioticsNature MicrobiologyGlobal AI News DeskC2PA Content Credentials Explained: Why Provenance Doesn’t Prove Content Is Truehttps://www.globalainews.in/article/quiet-race-watermark-everything-ai-makes/https://www.globalainews.in/article/quiet-race-watermark-everything-ai-makes/EU disclosure obligations, a voluntary code and a contested provenance standard do different jobs.Thu, 10 Sep 2026 00:00:00 GMTPolicy & RegulationC2PAWatermarkingDeepfakesGlobal AI News DeskMistral Small 4 Explained: Why “6.5B Active Parameters” Isn’t Its Real Sizehttps://www.globalainews.in/article/small-models-serious-workflows/https://www.globalainews.in/article/small-models-serious-workflows/Mistral lists 119 billion total parameters and 6.5 billion active parameters; its model card does not establish hardware fit or runtime performance.Tue, 08 Sep 2026 00:00:00 GMTAI ModelsMistralOpen-weight modelsSmall modelsGlobal AI News Desk