The Ultimate Guide to Large Language Models
A curated Indian edition of TechDay news, analysis, interviews, reviews, job moves, and related resources for Large Language Models (LLMs).
What to know about Large Language Models
Large Language Models (LLMs) stand at the forefront of artificial intelligence, transforming how businesses, developers, and industries operate. These extensive AI models, trained on vast datasets, excel in understanding and generating human-like text, enabling innovations ranging from advanced chatbots and AI co-pilots to sophisticated data analytics and cybersecurity solutions.
The recent wave of developments highlights their expanding role across various sectors, including healthcare, finance, customer service, and cybersecurity. Readers exploring these stories can gain insights into how LLMs are being integrated into enterprise software, cloud platforms, and security frameworks to enhance productivity, automate complex workflows, and address emerging AI risks such as data privacy and adversarial attacks.
Moreover, these narratives emphasize the dynamic challenges and advancements surrounding LLMs—covering technical breakthroughs, collaborative industry partnerships, and regulatory considerations. By following this tag, readers will stay informed about the evolving landscape of Large Language Models, their applications, security implications, and the strategic significance they hold for future technological progress.
Indian Large Language Models News
Regional stories with direct local relevance
Trinetra Labs launches BlueHands.ai for small businesses
Small firms could gain cheaper access to websites and automation as Trinetra Labs bundles AI builders, experts and a marketplace into BlueHands.ai.
Exclusive: DCB Bank balances AI speed with banking risk
Human oversight will stay in place for DCB Bank's highest-risk AI decisions as the lender pushes automation to speed up SME services.
Protectt.ai launches MCP security solution for BFSI
Banks face new exposure from AI agents linking to internal systems, as the platform aims to block data leaks and unauthorised actions.
Synup launches Sydekick AI agent for local marketing
Businesses running multiple locations could cut repetitive local marketing work as Synup shifts to usage-based pricing with Sydekick.
Harness launches AI security agents to speed fixes
The new tools aim to cut the gap between finding a flaw and fixing it from weeks to hours as attacks accelerate.
Saviynt tops USD $300 million ARR & launches Zuma AI
The rise of AI agents is forcing security teams to rethink access controls, as the identity vendor passes USD $300 million in ARR.
Analyst Insights
Research and market analysis connected to Large Language Models
Gartner flags 10 tech trends for 2027 as AI governance
Gigamon unveils tools to track shadow AI across networks
Check Point launches AI-scale security orchestrator 200
Oracle adds AI data platform tools for enterprise governance
Island named only Gartner Customers' Choice for browsers
Featured News
Exclusive: ABBYY says AI build costs will drive buying
Enterprises could cut AI spend by up to 80% by shifting document workflows away from custom builds and into standard platforms.
Exclusive: ABBYY brings zero-shot document AI to Vantage
Enterprises can now extract data from unseen document types without templates, as ABBYY rolls out zero-shot capabilities in Vantage.
Exclusive: ABBYY launches hybrid AI document models
Enterprises under pressure to curb AI risk and cost are being given a hybrid option that blends generative models with OCR and rules-based extraction.
Exclusive: DCB Bank balances AI speed with banking risk
Human oversight will stay in place for DCB Bank's highest-risk AI decisions as the lender pushes automation to speed up SME services.
Open source is powering the next generation of frontier AI
Rising inference demand and custom hardware needs are pushing AI infrastructure beyond standard cloud setups, boosting open source tools.
The internet times are a'changing Fastly
Bot traffic is forcing Fastly to adapt its edge cloud tools as publishers and AI firms battle over caching, access and data protection.
Expert Columns
AI agents will multiply your inference bill. Is your enterprise ready?
When AI Grades Student Work, Who Checks the Feedback?
Building Infrastructure for an AI World in Motion
Why AI-Written Phishing Is Outpacing the Native Filters Built to Stop It
Building B2B Websites for AEO, GEO, and SEO
Fluent is not factual: Why AI needs verified data in APAC
Some AI risks more subtle than others
Are you still panning? There is a better way to extract mainframe gold
The autonomous SOC takeover
Your AI Scaling Problem is Actually a RAG Problem
Interviews
Interviews and video coverage from the networkRecent Large Language Models News
Study finds AI can use wrong document despite retrieval
Accuracy can still slip when similar records are nearby, leaving AI systems to answer from the wrong source despite finding the right document.
Snowflake launches AI control tools for business definitions
The new features let enterprises audit AI agents' access, spending and definitions, as businesses struggle with inconsistent context across systems.
Snowflake adds always-on AI bots for CoCo & CoWork
The update widens enterprise access to background automation, with recurring AI tasks now able to run continuously and seek approval only when needed.
Google Cloud adds Claude models to Antigravity tools
Google Cloud users can now tap Anthropic's Claude models in Antigravity for coding tasks, broadening model choice across its AI tools.
Krafton unveils Ludi 0.2 in robotics research push
The gaming group is betting on robotics to extend its AI expertise beyond games, as Ludi 0.2 targets more natural human-robot interaction.
Cybercriminals hijack LLM access, racking up bills
Victims can face six-figure charges in hours as stolen credentials let attackers run large language models on company accounts.
Mistral releases open-weight ML4 for coding & cyber
The open model is aimed at regulated sectors needing on-premise control over code and cyber work, while benchmarking atop open rivals.
Oracle NetSuite unveils new AI tools for cloud ERP
Businesses could automate more finance and operations work as NetSuite adds AI Workspaces, agents and wider access to external models.
Google launches llm-d 1.0 for distributed AI inference
The open-source stack aims to cut latency and boost accelerator use for AI workloads that now arrive in bursts and compete with interactive requests.
Google warns LLM judges are biased & unreliable
The guidance says automated scoring can miss unsafe outputs and reward verbosity, making AI evaluation less objective than many businesses assume.
Google says AI coding tests must track execution paths
Google says teams should judge AI coding agents on what they execute, after internal tests showed final replies can hide successful tool use.
Oracle launches Claw-powered supply chain agentic apps
The tools aim to help supply chain teams cut waste, balance scarce capacity and speed approved decisions across planning, logistics and procurement.
Freshworks buys Robusta Dev to boost Freshservice AI
Customers should see faster outage triage, as Freshworks folds Robusta Dev's AI incident analysis into Freshservice and FireHydrant.
Google unveils Gemini 4 Carbon with cyber focus
Cyber defenders are getting first access as Google rolls out its latest AI model in stages, with wider use to follow after testing and review.
Oracle launches Claw-powered Fusion apps for CX teams
Oracle has added governed AI tools to Fusion Cloud Applications, aiming to help sales and service teams execute more complex tasks with less manual effort.
Oracle launches AI consulting practice with OpenAI
Businesses moving beyond AI pilots will get help from Oracle's new service, which aims to speed deployment and tighten control across enterprise systems.
New Relic adds GitHub Copilot observability integrations
The tools aim to catch production regressions earlier, linking GitHub Copilot activity with live telemetry as AI code use grows faster than reviews can keep up.
H2O.ai launches TimeH2O-v1 forecasting model, tops fev-bench
The model targets business forecasting tasks such as demand planning and inventory management, with H2O.ai saying it beat 31 rivals on fev-bench.
Google adds token quotas for BigQuery AI functions
Analysts can now cap BigQuery AI spend before it runs away, as Google adds daily token quotas for generative functions across projects and users.
HITRUST adds AI security tools & third-party risk updates
Businesses facing surging AI and supplier reviews now have new HITRUST tools to cut questionnaire burden and tighten certification checks.