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AI Meets Accessibility: Tech solutions for real-world challenges

As Generative AI tools become more widely available, their potential to support disabled people is starting to receive long-overdue attention. While much of the public conversation has focused on productivity and automation benefits more widely, these technologies are quietly reshaping accessibility, offering meaningful support for people who have historically been excluded from full participation in digital life.

More than 1.3 billion people live with some form of disability, according to the World Health Organisation. In the UK, that figure is estimated at 16 million, or around a quarter of the population. Despite advances in inclusive design, many digital services remain difficult to access, especially for people who rely on screen readers, need simplified content, or process information differently. AI isn’t a simple silver bullet, but it is helping to bridge these gaps. And, as with any tool, the way it is applied will determine whether it delivers real progress or simply reinforces existing barriers, as Léonie Watson (pictured), Co-Founder at TetraLogical explains…

A new way to engage with information
For many neurodivergent people, consuming large volumes of information can be a real challenge. Long reports, academic and administrative documents are often difficult to process due to issues with focus, language, or executive functioning.

Generative AI offers ways to simplify this experience. It can help by condensing documents into clear summaries, rephrasing ideas into plain language, and responding to follow-up questions to clarify areas that weren’t fully understood in the first instance. This turns reading into an active process where users set the pace and shape the content around their own needs. In an era of constant overstimulation and information overloads, this kind of personalisation is fast becoming essential for many.

Improving access for blind and low vision users
People with visual impairments and low vision face persistent barriers online, especially when content isn’t designed with accessibility in mind. PDFs are a notoriously common problem: many are scanned images or contain layouts that are inaccessible for screen readers. AI tools can now extract meaning from these formats, summarising content and presenting it in more digestible forms.

AI also enables ad hoc image description. Whether it’s a photo, or a diagram with no alt text, users can request a detailed summary of what is shown. This extends to everyday content such as restaurant menus, infographics and social media posts, or, put simply, areas where accessibility is often overlooked.

Seeing the world in real time
Some of the most exciting developments are happening in real-time visual description. AI tools built into smart glasses or mobile apps can now analyse a live video feed to provide instant feedback about the user’s surroundings. For blind or low vision users, this could mean identifying objects in a room, reading signs while navigating, or simply having a better understanding of what is going on around them in a social setting. There are still challenges here, particularly around battery life, privacy and consistency. But as the technology improves, so too does its potential to support greater independence.

Opportunities and Limitations

Despite their promise, AI tools should not be seen as a replacement for inclusive design. Nor should their outputs be taken at face value. AI systems can and do make mistakes: image descriptions can include hallucinations with confident but incorrect details, and document summaries may contain factual errors or even fabricated content.

This means users must approach AI outputs critically and treat AI as a helpful assistant, not a final authority. For some, this adds a layer of digital literacy to the accessibility equation. For designers and developers, it’s a reminder that AI should support, but not sidestep, the core principles of accessibility.

Designing with care

The role of AI in accessibility is likely to grow, but only if it’s developed and applied with care. Recent UK research found that over a third of disabled people are concerned they will be left behind as AI becomes more widely used in healthcare and public services. Many also fear that if disabled people are not involved in the design process, these tools will fail to meet their needs.

When the dust settles on the hype around AI, it will not be just about what this technology can do, but also about who it is built with, and how it is made available. Used thoughtfully, AI can support greater equity. But it must be developed alongside a commitment to accessible standards, inclusive practices, and real user involvement.

Put simply, inclusion doesn’t happen by accident. It takes planning, listening, and a willingness to challenge assumptions. AI can help open doors, but it’s up to us to make sure everyone is invited in.

Tech influencers expect big things from SearchGPT

The recent unveiling of OpenAI’s SearchGPT for an artificial intelligence (AI)-driven search experience, featuring real-time information summarisation, interactive follow-up questions, and visual answers, has garnered widespread attention, sparking considerable discussion among influencers on social media platform ‘X’ in the fourth week of July.

Shreyasee Majumder, Social Media Analyst at GlobalData, said: “Influencers anticipate that SearchGPT may bring about a notable transformation in the search industry, positioning itself as a groundbreaking alternative to conventional search engines. Their enthusiasm is fueled by the belief that SearchGPT can significantly improve the user experience by consolidating diverse sources of information directly within the platform, potentially accelerating and streamlining the search process. They emphasize the benefits of a user-friendly interface and the potential for reduced costs per query compared to traditional search engines.

“The new offering reflects a strategic approach by OpenAI, ultimately positioning SearchGPT as a direct challenge to existing search giants and a catalyst for broader industry evolution, driving advancements in search technology and content presentation. But some influencers are expressing concerns that SearchGPT may struggle with the same issues that have plagued previous attempts to rival Google. They point to the failures of earlier innovations and highlight the persistent challenge of hallucinated AI as a major obstacle.”

Below are a few popular influencer opinions captured by GlobalData’s Social Media Analytics Platform:

  1. Jonathan Siddharth, CEO & Co-founder at Turing.com:

“Excited to try SearchGPT by @OpenAI! When I played with ChatGPT for the first time, it was clear information retrieval as we knew it was over. I’m surprised by how less I use traditional web search today, beyond browser auto-acomplete. I’m not sentimental but having worked on search, I feel a bit of nostalgia for inverted indices, keyword based search, machine learned ranking for query-document pairs with feature engineering and model selection/tuning. But, the future will be more fun.”

  1. Amit Goel, Early Stage Investor, 77 Capital:

“OpenAI’s new AI-powered search engine could give Google a run for its money. but why is no one talking about @perplexity_ai ? Here’s what you need to know first: #SearchGPT will summarize real-time information from various websites, including news sources, w/ cited links Users can ask follow-up Qs, mirroring the interactive experience of ChatGPT…..”

  1. Zoe Kleinman, Technology Editor at BBC:

“So, @OpenAI is officially testing the waters of search with SearchGPT. It will be available inside of ChatGPT, as a trial, and not launched as a standalone product. When you see it – well it does have a search engine type feel about it. It’s ChatGPT in real-time including links to sources which run in a column down the side.….”

  1. Bilawal Sidhu, Future of Creation & Computing at Metaversity LLC:

“Cool demo! Maybe SearchGPT can shake things up in the local search space? Helping you get stuff done in the real world Good data sources, clean widgets and super fast from the looks of it. Wonder how low they can bring down the cost per query vs google?”

  1. Andriy Burkov, Machine Learning Lead at TalentNeuron:

“Look at the “success” of Perplexity and you can imagine the future success of SearchGPT. All wannabe Google killers died miserably. Hallucinative AI (HalAI) is the worst attempt at killing Google I could remember.”

Photo by Solen Feyissa on Unsplash

ChatGPT, WebAssembly, and Serverless will spur app modernisation this year

DevOps will be a dominant driver in the cloud computing arena in 2023, as enterprises advance their app modernisation strategies using the likes of ChatGPT and other AI-driven tech.

This prediction came about as part of research by GlobalData Technology Analyst Charlotte Dunlap, who notes that significant innovations in sophisticated application architectures will usher in new serverless deployment integrations with various cloud services, abstracting complicated configuration requirements.

Dunlap said: “Ground-breaking new artificial intelligence (AI) chatbot achievements based on large language models (such as ChatGPT) will ease developers’ cumbersome coding requirements by automating the writing/converting of scripting, particularly programming languages developers are unfamiliar with.

GlobalData reveals that increased AI/automation advancements and accessibility will significantly escalate in 2023, playing a greater role in easing next-generation app development capabilities among developers and DevOps teams.

Dunlap added: “A primary example that highlights 2023 AI/automation innovations is the recent release of ChatGPT, version 3.5. The Natural Language Processing (NLP) model, developed by OpenAI, is trained on a massive amount of text data, so it’s able to generate human-like text and response. In addition to using the prototype AI chatbot to outright create new code without having to know any programming languages, a major use case will be in improving the Natural Language Understanding (NLU) of apps targeting customer service to provide more human-like responses to user-inputs. Such technology advancements will result in a newfound prioritization of DevOps among enterprises, based on a new wave of developer technologies, which significantly remove obstructions hindering deployment of modern apps.”

Additionally, over the next 12 months, developers will have access to integrated serverless app deployment options through key services including database management and app development tools, paving the way for serverless computing to be paired with event-driven architectures.

Dunlap conlcuded: “Since its rollout a few years ago, serverless computing hasn’t lived up to expectations due to the problematic underlying architecture. However, in recent months, providers have worked through some of those issues, including abstracting scalability configuration requirements.

Furthermore, game-changing developer tools, including WebAssembly, will leverage traditional web browser technology to create new uses with containers and Functions-as-a-Service (FaaS). The new technology is able to provide more robust cloud management of apps at scale on the same cloud infrastructure.’’