AI News Archive: May 18, 2026 — Part 21
Sourced from 500+ daily AI sources, scored by relevance.
- LLM-Based Static Verification of Code Against Natural-Language Requirements: An Industrial Experience Report
Large language models (LLMs) are increasingly used to generate requirements specifications, design documents, code, and test cases. In contrast, much less attention has been given to a more difficult assurance problem: statically verifying whether implemented code satisfies requirements written in n...
- One Developer Is All You Need: A Case Study of an AI-Augmented One-Person Squad in a Brownfield Enterprise
AI tools are enabling engineers to absorb roles previously distributed across cross-functional squads, yet there is little structured evidence on how to design or evaluate such a one-person squad in a regulated enterprise setting. Without that evidence, organizations adopting this model lack guidanc...
- Verify-Gated Completion as Admission Control in a Governed Multi-Agent Runtime: A Bounded Architecture Case Study
As multi-agent systems move from short interactions to tool-using workflows with specialized roles and persistent state, completion becomes a runtime-control problem rather than a purely generative one. This preprint studies verify-gated completion as an admission-control pattern for governed multi-...
- Contextual Biasing for Streaming ASR via CTC-based Word Spotting
Contextual biasing is essential to improving the recognition of rare and domain-specific words in an automatic speech recognition (ASR) system. While numerous methods have been proposed in recent years, most of them focus on offline settings and do not explicitly address the challenges of streaming ...
- Sometin Beta Pass Notin (SBPN): Improving Multilingual ASR for Nigerian Languages via Knowledge Distillation
Although modern multilingual Automatic Speech Recognition (ASR) systems support several Nigerian languages, their performance consistently lags behind high-resource languages like English and French. Nigerian languages present unique modelling hurdles, including acute data scarcity, inconsistent ort...
- Flexible Multi-Channel Target Speaker Extraction Using Geometry-Conditioned Spatially Selective Non-linear Filters
Recently, a spatially selective non-linear filter (SSF) has been proposed for target speaker extraction, using the target direction-of-arrival (DOA) as a spatial cue. Since learned intermediate features are tied to the microphone geometry, the performance of the SSF degrades significantly when evalu...
- PIPER: Content-Based Table Search via profiling and LLM-Generated Pseudoqueries
The rapid growth of tabular datasets in data lakes, data spaces, and open data portals makes effective dataset search essential for reuse and analysis. Existing search systems rely mainly on metadata, which is often incomplete or low quality, especially for tables whose meaning depends on both schem...
- Modality-Aware Identity Construction and Counterfactual Structure Learning for ID-Free Multimodal Recommendation
Multimodal recommendation has attracted extensive attention by leveraging heterogeneous modality information to alleviate data sparsity and improve recommendation accuracy. Existing methods have attempted to replace ID embeddings with multimodal features and have achieved promising preliminary resul...
- Traditional statistical representations outperform generative AI in identifying expert peer reviewers
The exponential growth of scientific submissions has strained the peer review system. Despite the rapidly expanding global pool of researchers, this unprecedented scale has rendered the previous approach of manual expert identification unfeasible. Therefore, institutions have naturally turned to Lar...
- Open-source AI assistant can improve research workflow
Lehigh University researchers have built the first "AI for Science" software tool designed to support the entire project workflow for research scientists. Dr. Claw is an open-source, full-stack AI research assistant that helps users refine ideas, conduct literature reviews, run experiments, draft and review papers, write grant proposals, and build presentations. It eliminates the need to toggle between specialized AI tools—such as deep research agents for source evaluation or code generators for data analysis—by unifying these capabilities within a single interface.
- ETRI breaks the “memory wall” in large-scale AI training
ETRI breaks the “memory wall” in large-scale AI training EurekAlert!
- Google’s latest Gemini test could frustrate free users fast
Google’s Gemini free tier could be getting a weekly allowance, and you won’t like it.
- Study maps how ‘Big AI’ influences AI laws and oversight
Study maps how ‘Big AI’ influences AI laws and oversight EurekAlert!
- Elon Musk Provides New Timeline For Tesla Robotaxi Expansion
Elon Musk said Tesla robotaxis will be 'widespread' in the U.S. by the end of the year. The stock just formed a new, lower entry point. The post Elon Musk Provides New Timeline For Tesla Robotaxi Expansion appeared first on Investor's Business Daily .
- AI does amazing things, but it can’t fix payroll data fragmentation
AI does amazing things, but it can’t fix payroll data fragmentation Raleigh News & Observer
- How midsize companies are building AI-native operations
How midsize companies are building AI-native operations Raleigh News & Observer
- Steven Soderbergh used AI in a documentary about John Lennon. And he wants to talk about it
Steven Soderbergh used AI in a documentary about John Lennon. And he wants to talk about it Boston Herald
- Steven Soderbergh used AI in a documentary about John Lennon. And he wants to talk about it.
Steven Soderbergh used AI in a documentary about John Lennon. And he wants to talk about it. The Mercury News
- Steven Soderbergh used AI in a documentary about John Lennon. And he wants to talk about it
Steven Soderbergh used AI in a documentary about John Lennon. And he wants to talk about it Dallas News
- Donald Trump’s latest AI Image share sparks confusion
Donald Trump’s latest AI Image share sparks confusion Newsweek
- More Schools Are Providing AI Training for Teachers. Is It Any Good?
As more schools offer teacher training on AI, they need to move beyond basics, experts advise.
- Autonomous AI needs safeguards beyond model-level guardrails, study finds
Autonomous AI needs safeguards beyond model-level guardrails, study finds verdict.co.uk
- Experian and ServiceNow partner to scale agentic AI in workflows
Experian and ServiceNow partner to scale agentic AI in workflows verdict.co.uk
- Why the CEO of Barnes & Noble would support selling AI-written books in stores
Barnes & Noble CEO James Daunt has learned to adapt to changes in the book publishing industry to keep his company afloat and thriving.
- YouTube will now help you catch AI clones of yourself on the platform
If you're 18 or older, likeness detection on YouTube can now scan for deepfake videos that appear to use your face.
- This Hidden Gemini Feature Completely Changed the Way I Watch YouTube
This Hidden Gemini Feature Completely Changed the Way I Watch YouTube PCMag Australia
- This Hidden Gemini Feature Completely Changed the Way I Watch YouTube
This Hidden Gemini Feature Completely Changed the Way I Watch YouTube PCMag UK
- Dubai’s self-driving taxis now officially insured in regional first
Dubai’s self-driving taxis now officially insured in regional first Arabian Business
- Dubai Insurance wins bid to insure autonomous taxi fleet
The announcement follows the recent introduction of self-driving taxis in Dubai
- UAE to train 80,000 government employees in agentic AI
UAE to train 80,000 government employees in agentic AI Arabian Business
- UAE to train 80,000 government workers in Agentic AI under high-tech drive
UAE to train 80,000 government workers in Agentic AI under high-tech drive The National
- Baidu Stock Climbs After Q1 Earnings As AI Growth Outshines Ad Concerns
Baidu earnings and revenue fell less than expected, as AI gains mitigate advertising woes. The post Baidu Stock Climbs After Q1 Earnings As AI Growth Outshines Ad Concerns appeared first on Investor's Business Daily .
- He Said, She Said, AI Said: Wall Street Sex Scandal Rivets And Confounds
He Said, She Said, AI Said: Wall Street Sex Scandal Rivets And Confounds Barron's
- Apple Expanding AI Writing Tools With Grammar Checker in iOS 27
iOS 27 and iPadOS 27 will include a revamped AI chatbot version of Siri with new capabilities, but Apple is also planning to introduce new Apple Intelligence features across the operating system, reports Bloomberg . Apple is testing an expanded version of Writing Tools that will do more rewriting and text generation than the current version. There is a "Write With Siri" toggle at the top of the keyboard, along with a "Help Me Write" option that comes up when Siri is activated while a text field is open. Apple is planning to introduce a dedicated AI grammar checker for Writing Tools that will work like Grammarly. When writing in Messages, Mail, and other apps there will be a translucent menu that slides up from the bottom of the iPhone's screen, and it will show suggested revisions next to the original written text. Users can go through the suggestions and accept or reject them one by one, approve all of the changes at once, or ignore all of the changes. Apple has an option for paus
- iOS 27 to Let Users Generate Wallpapers and Build Shortcuts With AI
iOS 27 will include a custom wallpaper generator and an option to automatically create shortcuts using AI, reports Bloomberg . When choosing a new wallpaper, users will have the option to generate something custom using the Image Playground app. Image Playground is used for generating custom emoji and images that can be used throughout iOS, and it is set to get an upgrade in iOS 27. Apple is testing models that produce more lifelike images, so the version of Image Playground that's used for generating custom wallpapers could be different from the current version. Shortcuts is also getting a major update, with users able to use natural language to ask Siri to make a shortcut. There is an option for users to tell Siri what they want to accomplish with a shortcut to have the workflow created using AI. Bloomberg says the Shortcuts app has a prompt that says "What do you want your shortcut to do?" with a text field to enter a description. Shortcuts that are created using AI are then
- Apple’s iOS 27 could bring AI writing tools, smarter Siri, and custom wallpapers
Apple’s iOS 27 may introduce AI writing tools, smarter Siri integrations, natural-language shortcuts, and AI-generated wallpapers as the company expands its AI ecosystem.
- S. Korea to invest over W50b until 2030 to develop homegrown AI humanoids
South Korea will invest 50.4 billion won ($33.5 million) over the next five years to develop core technologies needed in artificial intelligence-based humanoid robots with universities and local tech companies, the science ministry said Monday. The Ministry of Science and ICT held the inaugural meeting of the buildup project at the Korea Institute of Science and Technology in Seoul, the ministry said. The program, led by KIST and set to run until 2030, is part of the government's "K-Moonshot" in
- Linus Torvalds says Linux security list is becoming ‘unmanageable’ due to AI bug reports
Linux founder Linus Torvalds said in his most recent state of the kernel post that "the continued flood of AI reports has basically made the security list almost entirely unmanageable, with enormous duplication due to different people finding the same things with the same tools," as The Register reports. That probably doesn't apply to stuff […]
- 'Almost entirely unmanageable': Linus Torvalds says AI bug hunters have ruined Linux security mailing list
Torvalds says everyone is using AI to report on the same flaws, most of which have already been fixed.
- HTML is the new Markdown: How Anthropic engineers are building with Claude Code | Thariq Shihipar
Watch now | 🎙️ Anthropic's Claude Code engineer on why HTML replaced markdown, building micro-apps for spec editing, living design systems, and becoming a "compute allocator"
- What is an AI agent? A 2026 guide for contact center managers
What is an AI agent? A 2026 guide for contact center managers
- AI is moving too fast for static strategies
The companies pulling ahead with AI are not predicting the future better than everyone else, they are learning and adapting faster in real time. The post AI is moving too fast for static strategies appeared first on MarTech .
- China Telecom launches nationwide AI token plans
China Telecom's AI token plans support coding and AI agent deployment for businesses.
- Forget cellular data: China’s telecoms giants are selling AI token plans
For years, mobile carriers have billed users by the gigabyte. Now, China’s telecoms giants are seeking to monetise the artificial intelligence boom by introducing a new unit of measurement to monthly bills: the AI token. On Sunday, China Telecom unveiled nationwide, token-based pricing packages aimed at a range of customers – from casual users to developers and businesses – according to information listed on the company’s app. Consumer packages, tailored for everyday tasks, start at 9.9 yuan...
- Why AI safety controls are not very effective | Analysis
Three years after the debut of ChatGPT, fooling AI systems into bad behavior is almost trivial.
- iOS 27: Dedicated Siri App to Include Auto-Deleting Chats Feature
Apple in iOS 27 will include an enhanced Siri with a dedicated app that gives users options to keep conversations in memory for a limited time, according to Bloomberg 's Mark Gurman. Writing in his latest Power On newsletter , Gurman says that Apple is keen to market its privacy credentials as a key advantage in the way it is implementing AI across its software compared to rivals. Cognizant of the perception that it has fallen behind other companies in the race to integrate AI into its operating systems, Apple will lean into privacy as a core tenant of its approach – starting with giving users options to auto-delete chats. In the Settings panel for the new Siri app, "users will be able to choose to keep conversations for 30 days, one year, or forever," says Gurman, based on his sources. A similar feature can already be found in the Messages app's Settings. "Most leading AI chatbots today rely heavily on histories and memory systems to personalize responses and improve future interactio
- Here’s why I won’t be switching on auto-deleting Siri chats
Whenever the new Siri finally launches, it’s going to be the most privacy -respecting AI chatbot out there, with an additional privacy feature reported yesterday. We already knew that Apple’s agreement with Google will mean that Siri is not allowed to be used to train the Gemini model, and Bloomberg is now reporting an option to automatically delete our Siri conversations … more…
- Apple’s Siri Revamp May Add Auto-Deleting Chats
Apple’s reported Siri revamp may add auto-deleting AI chats as the company prepares a privacy-focused software push at WWDC 2026. The post Apple’s Siri Revamp May Add Auto-Deleting Chats appeared first on TechRepublic .
- New details on Apple’s total revamp of Siri revealed – including how it hopes iPhone assistant will beat competitors
Company will focus on privacy amid increasing worries about power and dangers of artificial intelligence
- Apples new Siri will have auto-deleting chats, report claims
Apple's upcoming, revamped Siri will come with several privacy options not usually seen in AI chatbots.