The Ultimate Guide to Large Language Models
A curated Australian 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.
Australian Large Language Models News
Regional stories with direct local relevance
VAST Data & CrowdStrike widen AI security integration
Security teams could gain wider visibility into AI data flows as native Falcon support and two CrowdStrike integrations extend across VAST's platform.
Virtualplatform previews AI workflow engine for telcos
Telcos could cut manual handovers and supplier rebuilds as the software embeds AI into ordering, support and billing workflows.
Lucie Money taps Fiskil for open banking data feed
Customers will be able to link bank accounts securely as the app replaces manual uploads with consented data under Australia's Consumer Data Right.
Australia's AI budgets are bleeding tokens - here's how to stop it
One in three Australian businesses blew their AI budget last year, as token-heavy deployments drove unplanned costs and stalled projects.
Australian AI training gap becomes cost, productivity burden
Poor training is leaving Australian firms unable to turn AI licences into gains, with productivity slipping and shadow AI risks rising.
SCX.ai builds Australian inference service on ASICs
Australian businesses can now access locally run AI inference as SCX.ai charges by token and sidesteps hyperscale training costs.
Analyst Insights
Research and market analysis connected to Large Language Models
Google named Gartner cloud leader for ninth straight year
RevEng.AI launches binary analysis models for code
Fortinet buys Virtue AI to boost AI security tools
Jamf launches native AI governance controls for Mac in ANZ
F5 expands AI Gateway to curb costs & secure agents
Featured News
The Aussie AI Data Centre debate: profit, power & public trust
Australia's AI boom could add GBP £58 billion, but energy shortages, bubble fears and local backlash are clouding the data centre rush.
Australian AI training gap becomes cost, productivity burden
Poor training is leaving Australian firms unable to turn AI licences into gains, with productivity slipping and shadow AI risks rising.
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.
SCX.ai builds Australian inference service on ASICs
Australian businesses can now access locally run AI inference as SCX.ai charges by token and sidesteps hyperscale training costs.
Shadow AI becomes security headache as workers outpace governance
Unchecked use of consumer AI tools is exposing sensitive company data, forcing executives to balance productivity gains against compliance and security risk.
Interactive customers win, as AI expands into service operations
AI is cutting manual triage in Interactive's cloud operations, where 40,000 device alerts a year now generate tickets and suggested fixes automatically.
Big AI moves at Lendi Group, brokers and customers benefit
More deals and faster lender integrations are expected as Lendi shifts its mortgage platform towards agentic AI for 1,300 brokers.
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Apple's Unified Memory powers Kiraa AI's rapid automation
Australian firms can speed month-end processing from days to an hour by running Kiraa AI on Macs instead of costly cloud servers.
Jamf launches AI Governance to enhance visibility, security
IT teams can now track AI models on Apple fleets to curb data leaks and token spend as businesses wrestle with shadow AI.
Zendesk's outcome-based pricing balances AI with human touch
Businesses will pay only for closed support cases under Zendesk's new model, as the software group ties AI automation to human fallback.
ClickHouse customer base soars on back of AI demand
AI agents are driving a sharp rise in demand for the real-time data platform, which added 1000 customers early in 2026 to top 4000.
Pead: AI search transition reshaping corporate reputation
AI-generated answers are already shaping public perceptions, forcing firms to manage reputation across trusted third-party sources instead of search rankings.
Ansarada unveils OS Bondi for secure M&A, due diligence
Deal teams will save time on due diligence as Ansarada's OS Bondi spots duplicate questions while keeping sensitive data inside its secure platform.
SAS Innovate: New era of scams requires novel solutions
Australians are losing billions as AI-driven fraud pushes banks, telcos and platforms to share scam data faster and stop payments earlier.
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.
AI reshaping cybersecurity - on defence and attack
Criminals are using AI to scale phishing and hunt flaws faster, forcing firms to harden defences as alert volumes and risks rise.
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.
UiPath assisting One NZ on journey to become AI leaders
Strict controls are now central to One NZ's AI push as it guards customer data and avoids costly errors in billing and finance.
Banks face AI balancing act as regulation tempers uptake
Australia's banks are steadily increasing their use of artificial intelligence, but regulation and data security fears are tempering adoption.
Data-driven transport: The future is here
Australia's truck driver shortage is set to triple by 2029, pushing fleets towards data tools that could make autonomy viable.
How the 'human hour' mentality influences the future of tech
AI pilots are faltering where firms still judge success by hours saved, leaving customer value and workforce design unresolved.
Hype growing - but SMEs still face barriers to AI adoption
Small firms risk falling behind unless they adopt AI for practical gains, as SMEC AI says many are still confused by the technology.
'Smart people changing': How humans and agentic AI co-exist
Governance fears and skills gaps are pushing businesses to deploy agentic AI in secure systems while protecting staff from disruption.
Expert Columns
AI closes vulnerability window as zero-day exploits surge
Australia's AI budgets are bleeding tokens - here's how to stop it
Undetected AI hallucinations pose the bigger business risk
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
We moved off ChatGPT, and 5 risks that we didn't account for as a cybersecurity company bubbled up
Interviews
Interviews and video coverage from the networkRecent Large Language Models News
Shadow AI becomes security headache as workers outpace governance
Unchecked use of consumer AI tools is exposing sensitive company data, forcing executives to balance productivity gains against compliance and security risk.
Interactive customers win, as AI expands into service operations
AI is cutting manual triage in Interactive's cloud operations, where 40,000 device alerts a year now generate tickets and suggested fixes automatically.
Big AI moves at Lendi Group, brokers and customers benefit
More deals and faster lender integrations are expected as Lendi shifts its mortgage platform towards agentic AI for 1,300 brokers.
AI fuels targeted scams against Australian small firms
Targeted fraud is inflicting bigger losses on small firms as AI helps criminals forge convincing invoices and impersonations in Australia.
SCX.ai & DDN expand Australia's sovereign AI cloud
Australian organisations could soon keep more AI workloads onshore as SCX.ai and DDN add capacity aimed at faster, sovereign inferencing.
OpenAI gives AUD $5.5m credits to Australian founders
The credits could help Australian startups offset early AI costs as OpenAI races rivals to win long-term loyalty from founders.
Visaible launches tool to boost hotels in AI chatbots
Hotels could lose thousands in direct bookings each month as travellers increasingly rely on AI assistants to choose accommodation.
Airtasker launches ChatGPT booking for local services
Users can now book cleaners, movers and tradespeople in one ChatGPT chat, as Airtasker opens its marketplace to AI transactions.
Myob links small business data to Claude & ChatGPT
Australian small businesses will be able to query MYOB financial data in Claude and ChatGPT, including overdue invoices and profit figures.
South Australia launches AI royal commission amid caution
The inquiry could shape rules on jobs, safety and public services as firms warn that overreach may drive investment offshore.
Australian AI cloud spending set to jump to AUD $1.5bn
Australian businesses are set to lift AI cloud budgets sharply as production deployments drive demand for high-performance infrastructure.
Ansarada unveils OS Bondi for secure M&A, due diligence
Deal teams will save time on due diligence as Ansarada's OS Bondi spots duplicate questions while keeping sensitive data inside its secure platform.
Amazon rolls out Alexa+ in Australia via Early Access
Non-Prime users will face an AUD $29.99 monthly fee once Amazon's upgraded voice assistant moves beyond Early Access in Australia.
We moved off ChatGPT, and 5 risks that we didn't account for as a cybersecurity company bubbled up
Switching from ChatGPT to Copilot exposed data-loss, support and trust risks, as prompts and tools built by staff proved hard to move or manage.
EBIT-T -DA: AI's hidden line item, solving AI's growing cost problem with observability
AI spending is eroding margins and boards lack the real-time visibility needed to weigh token costs against business value.
MaxMine launches MAXI AI assistant for mine fleets
Mining supervisors could get faster on-site answers as MaxMine's MAXI assistant turns fleet data into voice queries, shift notes and alerts.
StackAdapt launches Ivy Studio AI hub for marketers
Marketers can now set campaign goals in one place as StackAdapt adds AI agents to its ad platform for planning, reporting and execution.
Media companies advised to ink AI licensing deals - or risk mass scraping
Australian publishers face a fresh revenue squeeze unless paid licensing agreements are struck with AI firms using journalism to train their LLMs.
Sharesight warns investors against AI tax calculations
Investors risk misreporting gains, offsets and foreign income if they rely on chatbots instead of current Australian tax rules and records.
OpenAI launches ChatGPT for researchers in Australia
Free access to ChatGPT will reach 10,000 Australian researchers first, as OpenAI targets science and maths work at universities.
