Emerging AI trends that will define 2026

AI is set to reshape daily life in 2026, with innovations moving beyond software to influence the physical world, work environments, and international relations.

Autonomous agents will increasingly manage household and workplace tasks, coordinating projects, handling logistics, and interacting with smart devices instead of relying solely on humans.

Synthetic content will become ubiquitous, potentially comprising up to 90 percent of online material. While it can accelerate data analysis and insight generation, the challenge will be to ensure genuine human creativity and experience remain visible instead of being drowned out by generic AI outputs.

The workplace will see both opportunity and disruption. Routine and administrative work will increasingly be offloaded to AI, creating roles such as prompt engineers and AI ethics specialists, while some traditional positions face redundancy.

Similarly, AI will expand into healthcare, autonomous transport, and industrial automation, becoming a tangible presence in everyday life instead of remaining a background technology.

Governments and global institutions will grapple with AI’s geopolitical and economic impact. From trade restrictions to synthetic propaganda, world leaders will attempt to control AI’s spread and underlying data instead of allowing a single country or corporation to have unchecked dominance.

Energy efficiency and sustainability will also rise to the fore, as AI’s growing power demands require innovative solutions to reduce environmental impact.

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Health New Zealand appoints a new director to lead AI-driven innovation

Te Whatu Ora (the healthcare system of New Zealand) has appointed Sonny Taite as acting director of innovation and AI and launched a new programme called HealthX.

An initiative that aims to deliver one AI-driven healthcare project each month from September 2025 until February 2026, based on ideas from frontline staff instead of new concepts.

Speaking at the TUANZ and DHA Tech Users Summit in Auckland, New Zealand, Taite explained that HealthX will focus on three pressing challenges: workforce shortages, inequitable access to care, and clinical inefficiencies.

He emphasised the importance of validating ideas, securing funding, and ensuring successful pilots scale nationally.

The programme has already tested an AI-powered medical scribe in the Hawke’s Bay emergency department, with early results showing a significant reduction in administrative workload.

Taite is also exploring solutions for specialist shortages, particularly in dermatology, where some regions lack public services, forcing patients to travel or seek private care.

A core cross-functional team, a clinical expert group, and frontline champions such as chief medical officers will drive HealthX.

Taite underlined that building on existing cybersecurity and AI infrastructure at Te Whatu Ora, which already processes billions of security signals monthly, provides a strong foundation for scaling innovation across the health system.

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New GitHub app turns conversations into code in Teams

GitHub has launched a new app for Microsoft Teams that integrates Copilot directly into workplace chats. The tool is designed to turn everyday conversations into code, pull requests and documentation, bringing development work closer to team discussions instead of separating them into different platforms.

An app that functions like an additional team member who understands the codebase. It can open pull requests, write code, automate tasks and request reviews, while respecting repository and organisational policies.

Analysing project history and surfacing relevant files provides context-aware support without removing human oversight.

Teams can now move from reporting a bug to delivering a fix entirely within a chat channel. From identifying problems to discussing solutions and seeing Copilot carry out changes step by step, the whole workflow remains visible to the team.

Progress updates are displayed in real time inside Teams instead of requiring developers to switch tools.

The new app is previewed, with GitHub inviting user feedback before a wider rollout. The earlier GitHub for Teams app has been renamed GitHub Notifications, which now focuses only on surfacing issues, pull requests and workflow updates.

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Huawei highlights benchmark projects for AI digital innovation

The Chinese tech company, Huawei, has introduced over 30 global benchmark showcases at HUAWEI CONNECT 2025, highlighting how AI is reshaping digital transformation across education, healthcare, finance, government, and energy.

The company emphasised that networks have become the backbone of intelligent upgrades instead of serving only as information channels.

Among the examples, Shenzhen Welkin School presented an innovative education model to expand equitable learning opportunities. In finance, China Pacific Insurance demonstrated how its intelligent computing centre uses large-model training and inference to accelerate digital services.

Resorts World Sentosa in Singapore showcased an innovative campus network that improves the visitor experience and sets a new standard for digital innovation.

These initiatives were developed jointly by Huawei and its partners, creating replicable practices that can be applied worldwide. Leaders from Huawei and industry organisations attended the launch, underlining the collaborative nature of these projects.

The showcases will be open for on-site visits, offering customers direct insight into how AI can be integrated into networks to boost efficiency and enhance user experience.

Huawei noted that the insights gained from these projects will guide future innovations. The company and its partners aim to refine solutions and extend their applicability across various sectors by drawing on proven industry applications.

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Google boosts AI and connectivity in Africa

Google has announced new investments to expand connectivity, AI access and skills training across Africa, aiming to accelerate youth-led innovation.

The company has already invested over $1 billion in digital infrastructure, including subsea cable projects such as Equiano and Umoja, enabling 100 million people to come online for the first time. Four new regional cable hubs are being established to boost connectivity and resilience further.

Alongside infrastructure, Google will provide college students in eight African countries with a free one-year subscription to Google AI Pro. The tools, including Gemini 2.5 Pro and Guided Learning, are designed to support research, coding, and problem-solving.

By 2030, Google says it intends to reach 500 million Africans with AI-powered innovations tackling issues such as crop resilience, flood forecasting and access to education.

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AI forecasts help millions of Indian farmers

More than 38 million farmers in India have received AI-powered forecasts predicting the start of the monsoon season, helping them plan when to sow crops.

The forecasts, powered by NeuralGCM, a Google Research model, blend physics-based simulations with machine learning trained on decades of climate data.

Unlike traditional models requiring supercomputers, NeuralGCM can run on a laptop, making advanced AI weather predictions more accessible.

Research shows that accurate early forecasts can nearly double Indian farmers’ annual income by helping them decide when to plant, switch crops or hold back.

The initiative demonstrates how AI research can directly support communities vulnerable to climate shifts and improve resilience in agriculture.

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Startups gain new tools on Google Cloud

Google Cloud says AI startups are increasingly turning to its technology stack, with more than 60% of global generative AI startups building on its infrastructure. Nine of the world’s top ten AI labs also rely on its cloud services.

To support this momentum, Google Cloud hosted its first AI Builders Forum in Silicon Valley, where hundreds of founders gathered to hear about new tools, infrastructure and programmes designed to accelerate innovation.

Google Cloud has also released a technical guide to help startups build and scale AI agents, including retrieval-augmented generation (RAG) and multimodal approaches. The guide highlights leveraging Google’s agentic development kit and agent-to-agent tools.

The support is bolstered by the Google for Startups Cloud Program, which offers credits worth up to $350,000, mentorship and access to partner AI models from Anthropic and Meta. Google says its goal is to give startups the technology and resources to launch, scale and compete globally.

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JFTC study and MSCA shape Japan’s AI oversight strategy

Japan is adopting a softer approach to regulating generative AI, emphasising innovation while managing risks. Its 2025 AI Bill promotes development and safety, supported by international norms and guidelines.

The Japan Fair Trade Commission (JFTC) is running a market study on competition concerns in AI, alongside enforcing the new Mobile Software Competition Act (MSCA), aimed at curbing anti-competitive practices in mobile software.

The AI Bill focuses on transparency, international cooperation, and sector-specific guidance rather than heavy penalties. Policymakers hope this flexible framework will avoid stifling innovation while encouraging responsible adoption.

The MSCA, set to be fully enforced in December 2025, obliges mobile platform operators to ensure interoperability and fair treatment of developers, including potential applications to AI tools and assistants.

With rapid AI advances, regulators in Japan remain cautious but proactive. The JFTC aims to monitor markets closely, issue guidelines as needed, and preserve a balance between competition, innovation, and consumer protection.

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UK and USA sign technology prosperity deal

The UK and the USA have signed a Memorandum of Understanding (MOU) regarding the technology prosperity deal. The aim is to facilitate collaboration on joint opportunities of mutual interest across strategic science and technology areas, including AI, civil energy, and quantum technologies.

The two countries intend to collaborate on building powerful AI infrastructure, expanding access to computing for researchers, and developing high-impact datasets.

Key focus areas include joint flagship research programs in priority domains such as biotechnology, precision medicine, and fusion energy, supported by leading science agencies from both the UK and the USA.

The partnership will also explore AI applications in space, foster secure infrastructure and hardware innovation, and promote AI exports. Efforts will be made to align AI policy frameworks, support workforce development, and ensure broad public benefit.

The US Center for AI Standards and Innovation and the UK AI Security Institute will work together to advance AI safety, model evaluation, and global standards through shared expertise and talent exchange.

Additionally, the deal aims to fast-track breakthrough technologies, streamline regulation, secure supply chains, and outpace strategic competitors.

In the nuclear sector, the countries plan joint efforts in advanced reactors, next-generation fuels, and fusion energy, while upholding the highest standards of safety and non-proliferation.

Lastly, the deal aims to develop powerful machines with real-world applications in defence, healthcare, and logistics, while prioritising research security, cyber resilience, and protection of critical infrastructure.

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AI agent headlines Notion 3.0 rollout

Notion has officially entered the agent era with the launch of Notion Agent, the centrepiece of its Notion 3.0 rollout. Described as a ‘teammate and Notion super user,’ the AI agent is designed to automate work inside and beyond Notion.

The new tool can automatically build pages and databases, search across connected tools like Slack, and perform up to 20 minutes of autonomous work at a time. Notion says this enables faster, more efficient workflows across hundreds of pages simultaneously.

A key feature is memory, which allows the agent to ‘remember’ a user’s preferences and working style. These memories can be edited and stored under multiple profiles, allowing users to customise their agent for different projects or contexts.

Notion highlights use cases such as generating email campaigns, consolidating feedback into reports, and transforming meeting notes into emails or proposals. The company says the agent acts as a partner who plans tasks and carries them out end-to-end.

Future updates will expand personalisation and automation, including fully customised agents capable of even more complex tasks. Notion positions the launch as a step toward a new era of intelligent, self-directed productivity.

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