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
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.
Saviynt tops USD $300 million ARR with Zuma launch
New controls for AI agents and machine identities come as Saviynt passes USD $300 million in annual recurring revenue, with bookings up more than 80%.
Analyst Insights
Research and market analysis connected to Large Language Models
Komodor launches agentic operations platform for SRE
Iron Mountain wins first-time analyst nods for InSight DXP
ABBYY launches FineParser for enterprise AI document parsing
Tokenmaxxing won't fly in APAC. How to shrink AI spend without limiting security
Setting the standard for safe, scalable AI
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.
Check Point CTO on AI's double-edged sword
AI is shrinking the gap between vulnerability disclosure and real-world exploitation to hours, forcing security teams to adapt fast.
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Check Point: Hackers are already in. Act accordingly
Hackers are exploiting vulnerabilities in hours or minutes, leaving many organisations compromised before defenders spot the breach.
John Margerison on the new class of employee: AI managers
Businesses should treat AI like a new hire, as weak oversight could expose sensitive data and leave staff needing fresh skills to stay relevant.
Expert Columns
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
AI closes vulnerability window as zero-day exploits surge
AI is testing the limits of Zero Trust
The hidden security risk in document redaction
Most pharma AI is borrowed, ours is built
AI can produce the work, it can't produce the lawyer
Interviews
Interviews and video coverage from the networkRecent Large Language Models News
Acumatica embeds AI across cloud ERP in 2026 R2 update
Mid-market users will get embedded AI, a new analytics layer and industry-specific upgrades as routine ERP tasks shift onto Acumatica's 2026 R2 platform.
OpenAI launches dots, always-on AI agents for work
The new service lets users delegate ongoing work to persistent agents that can act across apps, raising fresh privacy and control questions.
Tech Mahindra, CoRover.ai launch sovereign AI partnership
The deal aims to give governments and businesses AI tools built for local language, compliance and digital public infrastructure needs.
Open-weight AI models take majority of Vercel traffic
Cheaper open-weight systems are now driving more than half of Vercel's AI Gateway token traffic, while average token prices fell 23.2% in August.
ThreatBook acquires CyberStrikeAI in red team push
The deal gives security teams a widely used AI testing tool with on-premises controls, as vendors race to speed up offensive defence.
Alibaba Cloud expands global footprint with new AI tools
The move brings computing closer to customers as firms race to localise AI workloads and meet regional data rules.
Alibaba unveils full-stack AI push with new Qwen chips
The new processor and Qwen model updates underscore Alibaba's bid to meet surging demand for AI training, inference and cloud services.
OpenAI launches GPT-6.1 Sol as cheaper coding model
Priced at one-fifth of GPT-6 Astra, the new model is aimed at developers and businesses seeking cheaper coding and automation tools.
Retail AI leaks sensitive data to unauthorised users
Nearly one in 10 AI security alerts in retail involved systems exposing protected customer data to users without access, research found.
Datarails launches Google Sheets integration for finance
Finance teams on Google Workspace can now keep reports and forecasts governed in one data layer without leaving Sheets.
Trust to decide winners in AI assessment technology
Reliability and compliance are emerging as the real differentiators in e-assessment, as schools and professional bodies scrutinise AI-driven exam tools.
A10 launches AI Gateway to control model use & cost
Organisations using several AI models will get spending, access and policy controls in one place, as use of generative tools spreads across departments.
Komprise launches Universal File MCP for AI data access
The new software aims to curb token waste and improve answer quality as enterprises connect AI models to sprawling, unstructured file stores.
Governance tops CISO concerns in hybrid AI adoption
Poor visibility and weak board oversight are leaving security chiefs exposed as hybrid AI adoption widens breach risks and governance gaps.
OpenAI unveils 20 updates with new agents & GPT-6.1
Businesses may pay less for advanced AI as OpenAI bundles cheaper access, always-on agents and a shared workspace into ChatGPT.
Braze launches AI tools & deepens AWS collaboration
Marketers will gain more automated personalisation and compliance checks as the software maker deepens its ties with AWS.
Smarsh adds AI tools for governed communications data
Regulated firms could search and export archived messages through AI while keeping existing permissions, audit logs and chain-of-custody controls.
Eve Security raises USD $7.5 million for AI agent tools
Growing concern over autonomous AI systems has helped the Austin-based startup secure fresh backing to expand sales and revenue growth.
Secure Code Warrior launches AI literacy course for staff
With most firms using AI but few staff ready, the course targets non-developers handling sensitive data and automations at work.
Microsoft adds Copilot Home, Code & Autopilot tools
Businesses will be able to control AI bills more tightly as Microsoft folds chat, coding and autonomous agents into one Copilot app.