HAMILTON, Ont. – Retired chartered accountant and St. Catharines resident Thomas Kevill has donated $10 million to St. Joseph’s Healthcare Foundation, marking one of Ontario’s largest philanthropic investments in eye […] The post $10M donation will support eye-care AI at St. Joe’s first appeared on Canadian Healthcare Technology.| Canadian Healthcare Technology
TORONTO – AMS Healthcare is delighted to introduce the 2025 recipients of its Compassion and AI Grants. Now in its sixth year, this program has funded nearly 40 groundbreaking projects, […] The post Recipients of AMS Healthcare grants announced first appeared on Canadian Healthcare Technology.| Canadian Healthcare Technology
The AI revolution is in full swing, and app development is another stop on its way to mainstream adoption. There are already tools like GitHub, Copilot, and ChatGPT that code at the click of a button. However, there is more to building an app than just coding. Can AI – not necessarily a single program […] The post Can AI Design an App from Scratch? appeared first on Business Computing World.| Business Computing World
With the widespread adoption of generative AI, we need to explore how these platforms are changing our world. In my latest article and podcast episode, I share six unintended consequences that are beginning to emerge. We| Spencer Education
Date of Webinar: September 25th, 2025 Speakers: Carolyn Gjerde, Technology Analyst Team Lead | Jeff Schwalm, Director of Sales AI is everywhere... but how do you make it work for your organization? On September 25th, Creospark hosted “95% of AI Pilots Fail - How to Make Microsoft 365 Copilot Succeed,” a practical, insight-packed session [...] The post Webinar Recap: 95% of AI Pilots Fail – How to Make Microsoft 365 Copilot Succeed appeared first on Creospark.| Creospark
Katie Page shares how to design a districtwide strategy for AI in schools with practical tips on trust, inclusion & classroom impact. The post How to Roll Out a Strategy for AI in Schools with Katie Page – Easy EdTech Podcast 340 appeared first on Class Tech Tips.| Class Tech Tips
Explore what I’ve learned from leading webinars about AI, including strategies to boost participation, share resources, and support teachers. The post 5 Things I’ve Learned from Hosting Webinars About AI appeared first on Class Tech Tips.| Class Tech Tips
Elevate lesson planning & leadership with Amir Taron Ayres! Explore practical AI strategies to design lessons & support diverse learners.| Class Tech Tips
In just about every roundup, we say AI is a fast-changing technology (at least once). But maybe changing even more quickly are measures, expert takes, and opinions on the AI jobs impact. Is it automating away work? Reducing entry-level openings? Tamping down the demand for coders? In both our May/June Roundup (Part 1) and […]| Peterson Technology Partners
I’ve been writing about AI a lot lately. This is probably not a surprise, as we’ve been working a lot with AI lately. As an AI-first global recruiting and consulting firm, PTP has made AI central to much of what we do every day. And it is only growing in that capacity. My two most […]| Peterson Technology Partners
Traditionally Salesforce consultants have been sought out by businesses for configuration and one-offs. Consultants helped you hit the ground running and personalized the CRM and its solutions as you needed. But today, this role is shifting. With Salesforce’s sizeable investment in AI now bearing real fruit, companies can take real advantage of intelligent automation, more …| Peterson Technology Partners
Technology holds enormous promise for enhancing learning opportunities for students with disabilities. In special education, technology often connects through assistive technology (AT) like text-to-speech tools or smart pens with efforts to make learning environments accessible for all learners from the beginning. More recently, the rise of artificial intelligence has accelerated these possibilities by offering personalized support and improving accessibility. Despite this potential, AT and o...| CIDDL
The latest CIDDL Office Hours brought together educators, researchers, and technology developers to discuss the growing importance of AI Literacy in education. Led by Dr. James Basham, Professor at the University of Kansas and Director of CIDDL, the session explored how educators can integrate AI responsibly into classrooms and prepare students for an AI-driven future. Continue reading “CIDDL Office Hours: Exploring AI Literacy in Education”… The post CIDDL Office Hours: Exploring AI Li...| CIDDL
Artificial Intelligence (AI) is no longer a distant concept; it is already embedded in the ways students learn and teachers work. For educators, AI has the potential to significantly reduce the burden of lesson planning and grading, allowing more time to focus on meaningful engagement with students (Goldman et al., 2024). For students, AI provides personalized support in reading, writing, studying, and research (CIDDL, 2024). Banning AI in schools is not only unrealistic but also unwise, beca...| CIDDL
As the new school year begins, many special educators are once again juggling a familiar set of tasks: modifying assignments, preparing guided notes, breaking down complex presentations, and supporting students through homework completion. These tasks are essential, but they are also time-consuming. What if artificial intelligence (AI) could take on much of this workload, giving teachers back valuable time to focus on evidence-based practices and specially designed instruction? During a recen...| CIDDL
Artificial intelligence (AI) tools are becoming daily companions for students, assisting with writing, research, feedback, and more. For educators, these technologies offer exciting opportunities: more efficient workflows, personalized learning, and reduced cognitive burdens for students. But beneath these benefits lies an important question: Are these tools supporting real learning, or just better performance? In this post, we explore what Yan and colleagues (2025) tell us about generative A...| CIDDL
As Artificial Intelligence (AI) becomes increasingly integrated into daily life and educational settings, teacher preparation programs face a critical challenge: ensuring that pre-service educators are equipped to navigate, integrate, and critically assess AI in their practice. AI literacy refers to the ability to understand, utilize, and critically evaluate AI technologies, including their functionality, societal implications, and how to engage with them responsibly (Long & Magerko, 2020; Ng...| CIDDL
On August 19, 2025, CIDDL hosted an Office Hours session that brought together faculty, researchers, and practitioners to discuss one of the most pressing topics in education today: how to responsibly integrate artificial intelligence (AI) into teacher preparation and special education. Led by CIDDL Co-PI Dr. James Basham, the conversation highlighted both big-picture frameworks and low-lift classroom practices, making AI integration approachable for educators at all levels. Continue reading ...| CIDDL
The third post in the three-part series provides practical AI integration ideas for immediate use in courses, including low-lift syllabus updates, in-class activities, and practicum tie-ins that help candidates apply AI tools responsibly and effectively in real-world teaching scenarios. Continue reading “Practical AI Integration for Special Education Teacher Preparation (Part Three)”… The post Practical AI Integration for Special Education Teacher Preparation (Part Three) first appeared...| CIDDL
The AI Foundation Finder was unveiled recently, and it’s getting some positive feedback.| Press Enterprise
The AI Foundation Finder was unveiled recently, and it’s getting some positive feedback.| San Bernardino Sun
OpenAI Instant Checkout promises to compress the online shopping experience when ChatGPT detects purchase intent. Here is a practical guide to win at this new eCommerce channel. OpenAI Instant Checkout| Schaefer Marketing Solutions: We Help Businesses {grow}
The most inspiring CEO stories come from workers who rose from entry-level positions at their firms to the top. What happens when AI takes those jobs away?| CNBC
A former Biden administration official working on cyber policy says the United States military would have a problem controlling its soldiers' use of artificial intelligence. Mieke Eoyang, the deputy assistant secretary of defense for cyber policy during the Joe Biden administration, said that current AI models are poorly suited for use in the U.S. military and would be dangerous if implemented. 'There are any number of things that you might be worried about.' With claims of "AI psychosis" and...| Blaze Media
It’s an exciting time for AI research and development, as it starts to affect all areas of our lives. One interesting use for AI that I feel doesn’t get enough coverage is how it’s about to change the way we design the user interfaces (UIs) for our web applications. A lot of common features we’ve […] The post 3 Trends in Conversational Web Interfaces appeared first on Atomic Spin.| Atomic Spin
The AI transcription company is targeting intelligent scheduling and interoperability with project management systems, based on securely-stored transcription data| Latest from ITPro
AMD deal is worth billions, and follows a similar partnership with Nvidia last month| Latest from ITPro
AI assistant Claude to be rolled out to nearly half a million Deloitte staff| Latest from ITPro
As developers use AI to speed up code generation, leaders must work to ensure the technology complements existing practices| Latest from ITPro
As part of its Stargate initiative, the firm plans to ramp up its chip purchases and build new data centers in Korea| Latest from ITPro
Businesses must weigh up the benefits, challenges, and key considerations when using generative AI coding tools| Latest from ITPro
Researchers say it's too soon to know what generative AI's impact will be on the workforce| Latest from ITPro
The name for Microsoft’s new Office Agents sounds like a forgettable attempt to be cool| Latest from ITPro
The latest research from IDC and Sage details how high-performing partners are leveraging the latest technologies to shape the future of the channel| Latest from ITPro
As businesses race to integrate AI into their operations, many are hitting the same stumbling block: their data infrastructure wasn’t built for it| Latest from ITPro
Big tech has announced tens of billions in infrastructure investments for the UK – how will it help?| Latest from ITPro
The article discusses the significant implications of a government shutdown, framing it as a transformative opportunity for renewal, efficiency, and the integration of advanced technologies, including AI, into essential services.| Operation Disclosure Official
The author expresses confidence in the future of AI, pondering its potential to transcend programming and provide genuine assistance, while questioning whether AI can experience a form of higher pl…| Operation Disclosure Official
Individuals are racing ahead, seamlessly weaving AI into their daily routines, while enterprises remain bogged down in bureaucracy, silos, and security debates. The result is what we call the "AI Velocity Gap" - a widening divide between AI-empowered employees who move fast and experiment freely, and organizations that are still forming committees to decide what’s safe. In this AI-first era, the real productivity revolution is happening at the individual level, not the institutional one.| Horses for Sources | No Boundaries
AI hasn’t devalued journalism. It has raised the stakes. In a world flooded with misinformation, trusted reporting is more critical than ever. Yet many publishers worry that their current models hang in the balance, fearing AI will reduce the value of traditional news. Cornerstone publishers for the world’s media, such as the Financial Times and […]| TechInformed
Energy technology firm UCR Group has partnered with Corpora.ai with the aim of accelerating the development of clean energy and sustainable materials. Both companies say the collaboration could accelerate projects from lab discovery to commercial deployment. UCR, known for its work in ceramic materials and energy technologies, will use Corpora.ai’s Scientific Frontier Research Platform, which […]| TechInformed
In 2025, big tech has spent more on AI than the US government has spent on education, jobs and social services. So perhaps claims of the demise of AI came too early, and instead, we are entering the era of AI ROI? Conservative estimates claim that major tech firms have lavished more than $155 billion […]| TechInformed
Bakery brand Hovis is to roll out AI-driven manufacturing specialist IntelliAM’s platform across multiple production sites. The deal includes full deployment of the platform and integration of its smart sensor interfaces across Hovis’s production lines. The Sheffield-based company will also provide ongoing consultancy to boost reliability, productivity and asset availability. Both companies expect the investment […]| TechInformed
Google faces double jeopardy under new EU tech rules Google is set to receive its first fine under the Digital Markets Act in the coming months, with the European Commission now drafting its decision. The penalty follows a separate €2.95 billion fine earlier this month under older antitrust rules for favouring its AdX ad […]| TechInformed
As the UK’s manufacturing sector seeks to compete within an increasingly volatile and uncertain global market, industry leaders are looking for ways to stay ahead, following National Manufacturing Day. While recent industry reports show positive signs of boosted UK manufacturing activity and strength on a global stage, there’s work to do to stabilise and see […]| TechInformed
Seattle Children’s has signed an enterprise-wide agreement to deploy Abridge’s AI-powered ambient clinical intelligence platform across its health system, following a three-month pilot that spanned 18 paediatric specialities. The children’s hospital, which employs more than 2,000 clinicians and supports over half a million patient visits each year, is adopting the technology as part of a […]| TechInformed
Capgemini has been named the official digital transformation partner of Six Nations Rugby in a five-year deal aimed at enhancing the global rugby fan| TechInformed
AI visualisation in scientific publishing: how API integrations make research easier to see scientificasia Science has always been a visual storyteller. From Leonardo’s anatomical sketches to the colour-coded brain scans of today, pictures have shaped how we understand the world. Yet the modern scientist faces a new challenge: data. Gigabytes of it. Oceans of numbers that resist easy explanation. Turning that flood into something people can see and grasp... The post AI visualisation in scie...| scientificasia
Something remarkable is happening online, and I don’t quite know how to explain it, but I’ll try. OpenAI has released Sora 2, the latest version of its video-generating tool, and it has landed with…| TechnoLlama
With admission to top colleges more competitive than ever, a new data-driven platform is aiming to make the process more strategic, affordable, and accessible.| insightintoacademia.com
Welcome to the PCI Security Standards Council’s blog series, The AI Exchange: Innovators in Payment Security. This special, ongoing feature of our PCI Perspectives blog offers a resource for payment security industry stakeholders to exchange information about how they are adopting and implementing artificial intelligence (AI) into their organizations.| PCI Perspectives
When interacting with AI applications, even seemingly innocent elements—such as Unicode characters—can have significant implications for security and data integrity. At Amazon Web Services (AWS), we continuously evaluate and address emerging threats across aspects of AI systems. In this blog post, we explore Unicode tag blocks, a specific range of characters spanning from U+E0000 to […]| AWS Security Blog
In Part 1 of this series, we explored the fundamental risks and governance considerations. In this part, we examine practical strategies for adapting your enterprise risk management framework (ERMF) to harness generative AI’s power while maintaining robust controls. This part covers: Adapting your ERMF for the cloud Adapting your ERMF for generative AI Sustainable Risk […]| AWS Security Blog
According to BCG research, 84% of executives view responsible AI as a top management responsibility, yet only 25% of them have programs that fully address it. Responsible AI can be achieved through effective governance, and with the rapid adoption of generative AI, this governance has become a business imperative, not just an IT concern. By […]| AWS Security Blog
New details have emerged about the Colossus 2 data center that xAI Holdings Corp. is building near Memphis. Work on the facility reportedly began this past March. On Sunday, the Wall Street Journal cited a source as saying that xAI will buy 300,000 graphics processing units from Nvidia Corp. to power the data center. The […] The post Elon Musk’s xAI reportedly will spend $18B+ more on Nvidia chips for Colossus 2 data center appeared first on SiliconANGLE.| SiliconANGLE
Teambridge LLC, an artificial intelligence workforce management company for contractor and frontline teams, today announced the launch of Teambridge AI, a full-featured solution designed to streamline staffing, compliance and last-minute operational changes. While most AI tools have focused on desk-based and knowledge workers, the technology’s reach is expanding to include healthcare professionals, event staff and […] The post Teambridge unveils AI platform built for frontline and shift-b...| SiliconANGLE
Melbourne, Australia-based Heidi Health Trading Pty Ltd., a healthcare artificial intelligence startup, today announced it has raised $65 million in early-stage funding to accelerate the development of its AI Care Partner that assists clinicians with administrative work. Point72 Private Investments led the Series B funding round with participation from existing investors Blackbird, Headline and Latitude, the […] The post Heidi Health raises $65M to automate administrative tasks for doctors...| SiliconANGLE
Enterprise software giant SAP SE today announced a wave of AI-powered updates to its Business Suite core applications, extending across finance, supply chain, procurement and more. The new features introduce AI agents and expand the company’s data ecosystem to help customers make faster, more intelligent decisions. Because AI depends on large volumes of enterprise data, […] The post SAP enhances business suite with AI agents and expanded data cloud ecosystem appeared first on SiliconANGLE.| SiliconANGLE
Discover how Generative AI is transforming IT with automation, cost savings, smarter security, and faster development. Learn its benefits, uses, and challenges.| Prismetric
Scopri come il sistema voice response IVR di XCALLY semplifica la configurazione con interfaccia drag & drop. Guida completa per call center.| XCALLY
Three companies based in the Houston area appear on Fortune’s inaugural list of the top adopters of AI among Fortune 500 companies. The three companies are: No. 7 energy company ExxonMobil, based in Spring No. 7 tech company Hewlett Packard Enterprise, based in Spring No. 47 energy company Chevron, based in Houston All three companies have taken a big dive into the AI pool. In 2024, ExxonMobil’s executive chairman and CEO, Darren Woods, explained that AI would play a key role in achieving...| InnovationMap
Since the start of the year, investors have poured billions into promising startups — with AI ventures scooping up roughly 60% of the total. This new generation of companies is capturing attention with bold visions and inventive approaches, powered by […] The post Recently Funded Startups first appeared on Tech Startups.| Tech Startups
Harvey is stepping on the gas. The legal AI startup has secured a €50 million strategic investment from EQT Growth to push its global expansion plans forward. The funding comes just months after its $300 million Series E in June, […] The post Legal AI startup Harvey raises €50M in funding from EQT Growth to fuel global expansion first appeared on Tech Startups.| Tech Startups
Healthcare AI startup Heidi has secured $65 million in Series B funding, pushing its valuation to $465 million. The round was led by Point72 Private Investments, with continued backing from Blackbird, Headline, and Latitude, the growth fund of Phoenix Court. […] The post AI healthcare startup Heidi raises $65M in series B funding at $465M valuation first appeared on Tech Startups.| Tech Startups
Health tech startup Hipp Health has secured $6.2 million in seed funding to address one of the biggest pain points in behavioral health: mounting administrative work and new Medicaid compliance demands. The San Francisco-based startup is building an AI-native platform […] The post Hipp Health raises $6.2M to tackle Medicaid compliance and admin overload in behavioral health using AI first appeared on Tech Startups.| Tech Startups
OpenAI has struck a blockbuster deal with Advanced Micro Devices (AMD) that could reshape the balance of power in the AI hardware race. According to reports, Sam Altman’s company is set to acquire a 10% stake in the chipmaker as […] The post OpenAI to acquire 10% stake in AMD in massive GPU deal, shaking up the chip race first appeared on Tech Startups.| Tech Startups
AI tools can make reporters lives easier but also challenges their very existence The post Will artificial intelligence be the death of journalism? appeared first on Index on Censorship.| Index on Censorship
Health care is a tightly regulated industry, so IT professionals hoping to implement artificial intelligence must do so carefully while prioritizing the protection of patient... The post How Hospitals Can Use AI to Improve Regulatory Compliance appeared first on .|
It’s becoming increasingly clear that minimal signal detection is not cutting it, when it comes to doing the best for patients and staying ahead of... The post Statistical Significance: Could Small Pharma Companies be making more of Safety Signal Detection? appeared first on .|
Students heading toward graduation: if you’re wondering why job hunting feels like swimming upstream, you’re not alone. The job market for college grads has hit its lowest point in five years, says Michael Nietzel from Forbes, ... The post As Skills Gap Grows, Job Market For College Grads Hits 5-Year Low appeared first on Poets&Quants for Undergrads.| Poets&Quants for Undergrads
Angela Reichers chats with Julia de Bono, CEO of BMW's creative design company, about how the team is building, training, and integrating a bespoke AI partner into their process. The post Humanizing the Robots: Designworks, Braincrafting, and Intelligent Reduction appeared first on PRINT Magazine.| PRINT Magazine
Google’s recent whitepaper, “Welcome to the Era of Experience,” signals a shift in the way AI agents are trained. Google’s paper hypothesizes that allowing AI agents to learn from the experience of agents rather than solely from human-generated training data will enable autonomous AI to surpass its current capabilities. After all, even when trained on data sourced by humans with deep domain-specific expertise, AI agents based on auto-regressive large language models (LLMs) can only mi...| C, C++, Java vie for second place in language popularity | InfoWorld
Rather than compete with every other company for skilled staff, teach the people who already understand your business the skills to leverage artificial intelligence.| InfoWorld
The California Civil Rights Council and the California Privacy Protection Agency have recently passed regulations that impose requirements on employers who use “automated-decision systems” or “automated decisionmaking technology,” respectively, in employment decisions or certain HR processes. On the legislative side, the California Legislature passed SB 7, which would impose additional obligations on employers who use... Continue Reading…| Inside Privacy
On September 16, 2025, the European Commission launched a call for evidence to collect feedback and best practices on simplifying several key areas of the EU digital rulebook, ahead of its planned Digital Omnibus package. This initiative targets legislation related to data, cybersecurity, and artificial intelligence, aiming to reduce administrative burdens and compliance costs for... Continue Reading…| Inside Privacy
Silicon Valley’s race toward artificial superintelligence is fueled by boundless ambition and massive capital investment. But economics keeps whispering an inconvenient truth to the Singularity-obsessed techies: The work of even the smartest machine is chained to its slowest task. The post The Speed Limit on the Singularity appeared first on American Enterprise Institute - AEI.| American Enterprise Institute – AEI
The views expressed in this article represent Nasser’s personal opinion and not those of the NHS at large. When artificial intelligence comes up in cybersecurity circles, the conversation usually starts with risk. From deep-fake scams to AI-powered phishing and automated ransomware, the narrative is often one of escalating threats. But for Nasser Arif, Cyber Security […]| UC Today
UCX London 2025 kicked off another year, drawing hundreds of professionals to the UK capital for a two-day conference discussing the latest trends in the UC Sphere. Attendees were treated to a blend of keynotes, panels, and interactive sessions covering cutting-edge topics from various esteemed speakers. Featuring an exhibitor landscape rich with software and AV […]| UC Today
As someone who spends a lot of time in Teams and Zoom meetings (and many others), I know how easy it is for discussions to drift off track or for important action items to slip through the cracks. Both Microsoft Teams and Zoom now include native AI models for summarisation, transcription, and follow-up. However, for […]| UC Today
It ought to be a corporate dream: machines that shoulder the drudgery, leaving employees to think bigger and work smarter – yet reality is proving far less seamless. According to the new 2025 Global State of AI at Work Report by Asana’s Work Innovation Lab, employees expect to offload over a third of their tasks […]| UC Today
By Day 3 of Cisco’s WebexOne, the caffeine was running thin, the jargon was getting thicker, and the demos were starting to blur. Then came Ryan Reynolds — Hollywood star, investor, football club co-owner, gin peddler, mobile mogul, and now… tech philosopher? Reynolds’ luminary keynote and fireside chat wasn’t just a celebrity cameo. It was […]| UC Today
At WebexOne 2025, amid the San Diego buzz of keynotes, AI fanfare, and an ocean of product updates, UC Today sat down with Anthony J. Cresci, Chief Commercial Officer and Co-Founder at Theta Lake. His calm confidence belied the complexity of the topic at hand: compliance in an era where AI and communications multiply like […]| UC Today
Microsoft is officially sunsetting Copilot Pro and introducing a brand-new subscription tier designed to rival OpenAI’s ChatGPT Plus. The new plan, called Microsoft 365 Premium, consolidates AI-powered Office features with the company’s productivity suite in a single, streamlined subscription. At $19.99 per month, Premium lands at the exact same price point as ChatGPT Plus, setting […]| UC Today
It wasn’t said with bravado or Silicon Valley hype. It was a reminder — almost a warning — that in the age of AI, wishful thinking won’t save your business from chaos. And I found myself wondering: what exactly is Cisco trying to save us from? The Noise Problem Spend five minutes in a modern […]| UC Today
On day two of WebexOne 2025 in San Diego, the expo floor was humming with the usual cocktail of excitement, branded lanyards, and the faint whiff of over-brewed coffee. Among the noise, I sat down with Amit Barave, Vice President of Product Management, Webex by Cisco, to explore a deceptively simple question: is all this […]| UC Today
On a balcony in sunny San Diego, I found myself speaking with Craig Durr, Chief Analyst and Founder of The Collab Collective. The California sun was beating down, the faint smell of barbecue drifted over from somewhere nearby, and just as I pressed record, a rock band began to crank up their guitars. Now, normally […]| UC Today
UC Today covers Collaboration news including Agentic AI, Artificial Intelligence, WebexOne and more.| UC Today
“The strange thing is that, if you look at any of these narratives—science fiction, Lord of the Rings, The Bible—the tech billionaires are obviously the villains in all of those books. Right? But they have such bad comprehension of reading—or maybe it’s a willful misinterpretation—that| The Nerd Reich
AI dating sites claim they remove potential for exploitation, but critics say they are reinforcing harmful stereotypes| the Guardian
We're finally seeing a move to truly digital-first publishing systems and in today's post Alice Meadows interviews Liz Ferguson of Wiley about this transition, including their own Research Exchange platform. The post Is Digital-first Publishing Finally a Reality? An Interview with Liz Ferguson of Wiley appeared first on The Scholarly Kitchen.| The Scholarly Kitchen
Today, we speak with Prof. Yana Suchikova about GAIDeT, the Generative AI Delegation Taxonomy, which enables researchers to disclose the use of generative AI in an honest and transparent way.| The Scholarly Kitchen
Artificial intelligence (AI) is rapidly transforming the workplace, and few leaders have stated it more clearly than Doug McMillon, CEO of Walmart, the world’s largest private employer. In a recent interview with the Associated Press, McMillon declared, “Basically every job gets changed” by AI. Importantly, he also said that in the era of […] The post Walmart CEO Says “Basically Every Job Gets Changed” by AI, Experts Warn Against AI Workslop appeared first on 20four7VA.| 20four7VA
Do curated, tool-grounded demonstrations build stronger software agents than broad piles of generic instruction data? A team of researchers from Shanghai Jiao Tong University and SII Generative AI Research Lab (GAIR) proposes LIMI (“Less Is More for Agency”), a supervised fine-tuning method that turns a base model into a capable software/research agent using 78 samples. […] The post A New Agency-Focused Supervision Approach Scales Software AI Agents With Only 78 Examples appeared first ...| MarkTechPost
Why treat LLM inference as batched kernels to DRAM when a dataflow compiler can pipe tiles through on-chip FIFOs and stream converters?StreamTensor is a compiler that lowers PyTorch LLM graphs (GPT-2, Llama, Qwen, Gemma) into stream-scheduled dataflow accelerators on AMD’s Alveo U55C FPGA. The system introduces an iterative tensor (“itensor”) type to encode tile/order of […] The post StreamTensor: A PyTorch-to-Accelerator Compiler that Streams LLM Intermediates Across FPGA Dataflows a...| MarkTechPost
Salesforce AI Research released CoDA-1.7B, a diffusion-based language model for code that generates by denoising whole sequences with bidirectional context, updating multiple tokens in parallel rather than left-to-right next-token prediction. The research team published both Base and Instruct checkpoints and an end-to-end training/evaluation/serving stack. Understanding the architecture and training CoDA adapts a 1.7B-parameter backbone to […] The post Salesforce AI Research Releases CoDA-1...| MarkTechPost
Optimizing only for Automatic Speech Recognition (ASR) and Word Error Rate (WER) is insufficient for modern, interactive voice agents. Robust evaluation must measure end-to-end task success, barge-in behavior and latency, and hallucination-under-noise—alongside ASR, safety, and instruction following. VoiceBench offers a multi-facet speech-interaction benchmark across general knowledge, instruction following, safety, and robustness to speaker/environment/content variations, but […] The pos...| MarkTechPost
Can a speech enhancer trained only on real noisy recordings cleanly separate speech and noise—without ever seeing paired data? A team of researchers from Brno University of Technology and Johns Hopkins University proposes Unsupervised Speech Enhancement using Data-defined Priors (USE-DDP), a dual-stream encoder–decoder that separates any noisy input into two waveforms—estimated clean speech and residual […] The post This AI Paper Proposes a Novel Dual-Branch Encoder-Decoder Architectu...| MarkTechPost
We will build a Regression Language Model (RLM), a model that predicts continuous numerical values directly from text sequences in this coding implementation. Instead of classifying or generating text, we focus on training a transformer-based architecture that learns quantitative relationships hidden within natural language descriptions. We start by generating synthetic text-to-number data, tokenizing it efficiently, […] The post A Coding Implementation to Build a Transformer-Based Regressi...| MarkTechPost
What if, instead of re-sampling one agent, you could push Gemini-2.5 Pro to 34.1% on HLE by mixing 12–15 tool-using agents that share notes and stop early? Google Cloud AI Research, with collaborators from MIT, Harvard, and Google DeepMind, introduced TUMIX (Tool-Use Mixture)—a test-time framework that ensembles heterogeneous agent styles (text-only, code, search, guided variants) […] The post Google Proposes TUMIX: Multi-Agent Test-Time Scaling With Tool-Use Mixture appeared first on M...| MarkTechPost
Researchers from Cornell and Google introduce a unified Regression Language Model (RLM) that predicts numeric outcomes directly from code strings—covering GPU kernel latency, program memory usage, and even neural network accuracy and latency—without hand-engineered features. A 300M-parameter encoder–decoder initialized from T5-Gemma achieves strong rank correlations across heterogeneous tasks and languages, using a single text-to-number decoder […] The post Can a Small Language Model ...| MarkTechPost