The Ultimate Guide to Large Language Models
A curated American 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.
American Large Language Models News
Regional stories with direct local relevance
Salesforce unveils Koa CRM reasoning model on NVIDIA
The model is already being piloted by customers as Salesforce pushes AI deeper into CRM workflows with fewer errors and more control.
Manifold Security appoints Joe Sullivan to its board
The move bolsters Manifold's push to help enterprises police AI agents, as concern grows over how autonomous software behaves at work.
Phonely launches Alma voice model for faster calls
The voice agent market may gain faster, cheaper phone handling as Alma undercuts GPT-4.1 on latency and cost for live calls.
PUCPR launches free AI code to protect human thinking
Free prompts to curb AI over-reliance are being rolled out in Brazil as PUCPR tries to preserve source citation and human judgement.
Rafay wins NVIDIA certification for AI virtual machines
Enterprises can better share costly GPUs for AI workloads after Rafay gained NVIDIA-Certified Hypervisors status for its VM service.
Multiplier raises USD $6 million seed led by Lux Capital
Asset managers are turning to bespoke AI as Multiplier says its software can protect proprietary research and speed up workflows.
Analyst Insights
Research and market analysis connected to Large Language Models
ABBYY launches FineParser for enterprise AI document parsing
Setting the standard for safe, scalable AI
Exclusive: ABBYY flags data readiness as AI barrier
UiPath named Gartner IDP leader for second year running
ABBYY named leader in Gartner's IDP market assessment
Featured News
AI transforming B2B discovery - but human trust endures
AI is changing how B2B buyers make decisions - but an expert warns that it is not a substitute for effective human comms strategies.
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.
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DocuWare prepared for launch of new interface, IDP, AI tool
Existing customers will get the redesigned platform free as DocuWare readies AI-driven document search and extraction tools for autumn.
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.
Estima CEO: Generative AI reshapes pharmaceutical value proof
The HEOR tech firm is using generative AI to cut approval analyses from years to weeks, reshaping launch decisions and regulator responses.
Cohesity mitigating shadow AI by empowering staffers
Approved AI tools are cutting shadow use by staff, but Cohesity warns the bigger risk is corrupted enterprise knowledge and weak governance.
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.
Future of enterprise software is agentic apps, says Oracle
Oracle is targeting a common blocker to AI adoption by adding governance, human checks and audit trails to its agentic app builder.
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.
Agentic AI creates enterprise challenge beyond LLM boom
Enterprises face rising costs and governance gaps as thousands of AI agents begin operating alongside staff across multiple systems.
Exclusive: Virtuozzo sees GPU clouds reshape AI infrastructure
AI demand is pushing cloud providers towards GPU-as-a-service models, with efficiency and utilisation emerging as key differentiators.
Expert Columns
The autonomous SOC takeover
Your AI Scaling Problem is Actually a RAG Problem
AI closes vulnerability window as zero-day exploits surge
The hidden security risk in document redaction
AI can produce the work, it can't produce the lawyer
Supercharged security: Cyber risk in the age of frontier AI
Bolt-on AI is the new lipstick on a pig; the pig is still running your enterprise
AI deserves our appreciation, but only if we're honest about what we're appreciating
AI is rewriting the rules of dealmaking
'That's the wrong right idea!' is the smartest thing a lawyer can say
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.
Lumai backs specialised hardware for AI prefill workloads
Longer prompts and agentic workflows are pushing AI data centres towards a separate prefill tier, Lumai says, to curb power use.
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.
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.