The organisation’s 14-week accelerator programme is made up of nine AI-first startups tasked with solving specific challenges in the agrifood sector, such as working out ways to accurately forecast cattle milk volumes and optimise feed schedules.
“The UK’s agrifood supply chain is highly complex and this new intervention will support the drive for greater digital supply chain resilience and adoption of deep tech applications, including biomass condition management, dairy forecasting and plant disease detection,” said Digital Catapult, in a statement.
The nine participating startups include manufacturing sector-focused cloud technology provider Rubik, which will be trialling its Data Mule business intelligence platform during the programme.
Another participant is Barefoot Lightning, which will feed data from farmers into its platform to boost production quality and cut carbon emissions, while fellow participant Fiscrop will develop a modelling tool to improve disease management and feed efficiency.
Crop Intellect is also taking part in the accelerator, and will focus on developing a monitoring, reporting and verification system to assist with the scaling up of its nitrogen dioxide removal offering.
Carbon Rewild will be using the accelerator to test an AI bird classifier, while Wilder Sensing will be championing a technology that can validate habitat classifications and improve environmental impact assessments.
Meanwhile, Data Dynamics will be using geospatial monitoring to test and validate capabilities on cocoa farming data in West Africa, and Mozaic Earth will seek to scale its smartphone-enabled Scope 3 emissions reporting tool.
The final programme participant is FarmSmarter, which is building a tool to aid the early detection of cocoa swollen shoot virus in West Africa to accelerate crop disease diagnoses in low-connectivity regions.
Jessica Rushworth, chief partnerships officer at Digital Catapult, said working closely with the likes of Nestle and Dale Farm on the programme is critical to the success of the accelerator itself.
“What underpins the importance of this intervention is the need to ensure that agrifood businesses will be future-ready and as adaptable as possible to fluctuating yields and unprecedented environmental challenges like we’ve seen this year,” said Rushworth.
“Critical to the continued success of this programme is effective collaboration and partnership … to jointly demonstrate how AI can help to solve some of the sector’s most significant challenges and ensure continued growth in the years to come.”
AI is revolutionising the food sector by transforming vast data streams into actionable insights – tracking regenerative farming, predicting disease outbreaks and integrating digital tools into cohesive systems Ryan McNeill, Nestlé Confectionery
The accelerator programme is part of the Innovate UK BridgeAI programme, which is geared towards helping businesses in high-growth potential sectors – such as agriculture – successfully adopt AI technologies.
Sara El-Hanfy, director of AI and digital at Innovate UK, said the programme aims to help organisations in the agrifood market overcome significant challenges such as supply chain resistance and climate change.
“By supporting AI-first startups through the Innovate UK BridgeAI programme and specialist accelerators, we are giving them the tools, partnerships and confidence to transform bold ideas into scalable solutions,” said El-Hanfy.
“This programme demonstrates how innovation, when coupled with industry expertise, can unlock new growth, sustainability and global leadership for the UK’s agrifood industry.”
Ryan McNeill, research and development sustainability lead at Nestlé Confectionery, said AI is shaping up to provide a way through many of the challenges facing the agrifood sector.
“AI is revolutionising the food sector by transforming vast data streams into actionable insights – tracking regenerative farming, predicting disease outbreaks and integrating digital tools into cohesive systems,” said McNeill.
“As climate and food security pressures mount, AI stands as the backbone of resilient, data-driven agricultural transformation.”
Credit: Communications of the ACM (2025). DOI: 10.1145/3737696
As the C language, which forms the basis of critical global software like operating systems, faces security limitations, KAIST’s research team is pioneering core original technology research for the accurate automatic conversion to Rust to replace it. By proving the mathematical correctness of the conversion, a limitation of existing artificial intelligence (LLM) methods, and solving C language security issues through automatic conversion to Rust, they presented a new direction and vision for future software security research.
The paper by Professor Sukyoung Ryu’s research team from the School of Computing was published in the November issue of Communications of the ACM and was selected as the cover story.
The C language has been widely used in the industry since the 1970s, but its structural limitations have continuously caused severe bugs and security vulnerabilities. Rust, on the other hand, is a secure programming language developed since 2015, used in the development of operating systems and web browsers, and has the characteristic of being able to detect and prevent bugs before program execution.
The U.S. White House recommended discontinuing the use of C language in a technology report released in February 2024, and the Defense Advanced Research Projects Agency (DARPA) also explicitly stated that Rust is the core alternative for resolving C language security issues by promoting a project to develop technology for the automatic conversion of C code to Rust.
Professor Ryu’s research team proactively raised the issues of C language safety and the importance of automatic conversion even before these movements began in earnest, and they have continuously developed core related technologies.
In May 2023, the research team presented the Mutex conversion technology (necessary for program synchronization) at ICSE (International Conference on Software Eng). In June 2024, they presented the Output Parameter conversion technology (used for result delivery) at PLDI (Programming Language Design and Implementation), and in October of the same year, they presented the Union conversion technology (for storing diverse data together) at ASE (Automated Software Eng).
Dr. Jaemin Hong stated, “The conversion technology we developed is an original technology based on programming language theory, and its biggest strength is that we can logically prove the ‘correctness’ of the conversion.” He added, “While most research relies on large language models (LLMs), our technology can mathematically guarantee the correctness of the conversion.”
Dr. Hong is scheduled to be appointed as an assistant professor in the Computer Science Department at UNIST starting in March 2025.
In addition, Professor Ryu’s research team has four papers, including C→Rust conversion technology, accepted for presentation at ASE 2025 held in Seoul, South Korea, Nov. 16–20.
These papers, in addition to automatic conversion technology, cover various cutting-edge software engineering fields. They include: technology to verify whether quantum computer programs operate correctly, “WEST” technology that automatically checks the correctness of WebAssembly programs (technology for fast and efficient program execution on the web) and creates tests for them, and technology that automatically simplifies complex WebAssembly code to quickly find errors. Among these, the WEST paper received the Distinguished Paper Award.
More information:
Jaemin Hong et al, Automatically Translating C to Rust, Communications of the ACM (2025). DOI: 10.1145/3737696
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Automatic C to Rust translation technology provides accuracy beyond AI (2025, November 11)
retrieved 11 November 2025
from https://techxplore.com/news/2025-11-automatic-rust-technology-accuracy-ai.html
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I’ve been hooked on smoothies in an almost superstitious way ever since college: A fruit smoothie is like a good luck charm, promising the health you feel you deserve despite all your other bad decisions. But in my more recent adult life, a good blender is the passport to taqueria salsas, Oaxacan-style mole, and all the delicate emulsions I once had to buy at restaurants and in jars.
Well, Vitamix crushes the blender game, but usually comes with a price tag to match. Luckily Vitamix promo codes crop up at various points during the year, and we’re here to help you stay up to date on those discounts.
Vitamix New Ascent X5 With Stainless Steel Container
Vitmix’s top-of-the-line blender model, Ascent X5, is now constructed with a stainless steel container. The 48-ounce stainless steel container is not only huge and hygienic, the machine itself combines an intuitive touch interface with a refined, timeless design. The non-reactive stainless steel material resists stains, odors, and corrosion, and expertly handles hot, cold, and acidic ingredients. This futuristic gadget also has an automatic self-cleaning program and ten blending programs for popular items like smoothies, soups, frozen cocktails and more for a precise blend, every time.
Get a $25 Vitamix Promo Code Plus Free Shipping
Vitamix has tons of ways to save on these handy kitchen gear items, including $25 off when you register your email. All you have to do is input your email on Vitamix’s website, and you’ll get a discount of up to $25 sent straight to your inbox. Plus, you’ll get free shipping on orders of $100 or more.
Does Vitamix Offer Free Shipping?
Glad you asked. Vitamix is offering free standard shipping for orders above $99. This pretty much means that ground shipping is free for blenders at the current discounts. Priority shipping is not free, however.
The WIRED Gear Team’s Favorite Vitamix Blenders
WIRED has long been singing the praises of the classic Vitamix 5200. The model made a blender convert out of contributing reviewer Joe Ray after he realized that the “model of preference for blender aficionados around the world” was also his key to home mole and Oaxacan-style cookery.
A similar road-to-Damascus moment beset WIRED contributing reviewer Heather Arndt Anderson when she tested the Vitamix Ascent X2, also currently on a $50 promo discount. “The more I thought about it,” she wrote, “the more I realized that maybe I’ve never been a blender person because I never had a good blender.” Anderson also made a big batch of mole and avoided passing out from chile fumes, then moved on to homemade masa and a Georgian walnut spread. She regretted only that the blender wasn’t easier to clean.
After testing through a number of brands’ blenders, WIRED contributing reviewer Emily Peck marveled that even the basic Vitamix Explorian E310 churned almonds frictionlessly into butter without even need of a presoak.
Additional Vitamix Deals and Sales in 2025
Vitamix tends to offer a number of other deals and sales throughout the year, like Presidents Day, but the next one won’t crop up till Mother’s Day. Other deals to expect crop up during the summer, alongside the eternal Black Friday and Cyber Monday Deals.