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
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
Exclusive: ABBYY flags data readiness as AI barrier
Oceania lags global AI trust benchmarks, SAS finds
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
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
Supercharged security: Cyber risk in the age of frontier AI
Why enterprise AI must learn to act, not just talk
Interviews
Interviews and video coverage from the networkRecent Large Language Models News
Palo Alto launches continuous AI defence for clients
Attackers are exploiting AI faster than many defences can respond, prompting a shift to continuous testing for hidden exposures.
Proofpoint launches AI security against trusted attacks
Targeted phishing and payment fraud are getting harder to spot as attackers mimic routine business workflows and trusted contacts.
Business AI spending rises 406% at Revolut Business
Companies are treating AI like a recurring operating cost, with monthly business spending up 406% and average outlay far above retail users.
Barracuda launches AI Data Security for smaller firms
Smaller businesses and MSPs are being offered controls to stop staff sending sensitive data into generative AI tools, amid growing governance gaps.
OpenSearch survey flags AI infrastructure vendor worries
Technology leaders are prioritising vendor-neutral AI systems as 83% of organisations run or plan AI workloads, a survey found.
Olas says new forecasting model matches GPT-4.1 benchmark
Forecasting error fell by about a fifth after Olas trained an open-weight model on 214,529 real prediction-market records.
A10 launches AI Gateway for enterprise model control
Enterprises could get tighter control over AI spend and access as A10's gateway routes requests, tracks usage and enforces policy.
Fastly launches AI firewall & runtime control tools
Machine-generated traffic is driving up costs and security risks as Fastly adds controls for AI systems now moving into production.
xAI launches Grok 4.7 for coding & knowledge work
The new model is pitched at longer, harder coding jobs and arrives with broader safety checks as rivals vie for developer workflows.
Nvidia backs AI power efficiency push with new deals
Electricity is becoming the main bottleneck for AI data centres as new Nvidia partnerships aim to raise output per megawatt.
Perplexity adds Portable Computer to Windows RTX PCs
High-end RTX users can now keep sensitive work on-device as Perplexity extends its local AI agent to supported Windows PCs.
Google warns AI is reshaping cyber attacks & defences
Attackers are exploiting AI tools to speed intrusions and drain cloud resources, pushing defenders towards machine-speed security operations.
Bank blocks confidential data leaks to public AI tools
Hundreds of attempted uploads were stopped as a regional investment bank moved to curb analysts' use of public AI tools for sensitive data.
AI security incidents expose new criminal tradeoffs
Criminals are increasingly using AI for ransomware and credential theft, while flaws in test models are exposing production systems and data.
Bolt.new launches Forge for Pro users with open models
Developers get 50 times more open-model usage at no extra cost, as Bolt.new seeks to curb dependence on costly closed AI systems.
Flam raises USD $40 million in QED-led funding round
The cash will fund research, product expansion and overseas sales as the San Francisco-based company grows beyond 100 enterprise customers.
Alteryx adds governed AI tools to analytics platform
The update aims to cut AI costs and governance risks by reusing approved workflows and data inside tools such as ChatGPT and Copilot.
CrowdStrike links PhantomRaven malware to bug bounty hunter
The stealer's use of typosquatted npm packages has raised fears that bug bounty channels are being abused to monetise stolen developer data.
SAP adds TabPFN-3.5 Plus to AI Core for business data
Customers could get faster forecasts and risk scores from messy business tables as SAP brings Prior Labs' model into AI Core.
Rubrik launches Code Guardian & expands Anthropic ties
The private previews aim to help security teams spot exploitable code chains and connect AI agents to Rubrik's governance tools more safely.