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HunyuanCustom Brings Single-Image Video Deepfakes, With Audio and Lip Sync - Unite.AI
This article discusses a new release of a multimodal Hunyuan Video world model called ‘HunyuanCustom'. The new paper's breadth of coverage, combined with several issues in many of the supplied example videos at the project page*, constrains us to more general coverage than usual, and to limited reproduction of the huge amount of video material […]
Matthew Bernardini, CEO and Co-Founder of Zenapse - Interview Series - Unite.AI
Matthew Bernardini is the CEO and Co-Founder of Zenapse, where he leads the company’s vision and oversees the development of its proprietary AI foundation model into category-leading products. With a background as a product marketer, data strategist, and technologist, he brings a blend of entrepreneurial experience—having achieved four successful exits—and corporate expertise from organizations such […]
AI is Driving Investment — But Entrepreneurs Need to be Careful With What They Claim - Unite.AI
Artificial intelligence (AI) remains one of the strongest drivers of venture capital investment, proving that the hype cycle isn’t even close to finished. According to a recent EY report, 37% of fundraising in the third quarter of 2024 was for AI-related companies, similar to second-quarter volume. Startups using AI are getting noticed for their ability […]
When AI Backfires: Enkrypt AI Report Exposes Dangerous Vulnerabilities in Multimodal Models - Unite.AI
In May 2025, Enkrypt AI released its Multimodal Red Teaming Report, a chilling analysis that revealed just how easily advanced AI systems can be manipulated into generating dangerous and unethical content. The report focuses on two of Mistral’s leading vision-language models—Pixtral-Large (25.02) and Pixtral-12b—and paints a picture of models that are not only technically impressive […]
DeepSeek-GRM: Revolutionizing Scalable, Cost-Efficient AI for Businesses - Unite.AI
Many businesses struggle to adopt Artificial Intelligence (AI) due to high costs and technical complexity, making advanced models inaccessible to smaller organizations. DeepSeek-GRM addresses this challenge to improve AI efficiency and accessibility, helping bridge this gap by refining how AI models process and generate responses. The model employs Generative Reward Modeling (GRM) to guide AI […]
Beyond Security: How AI-Based Video Analytics Are Enhancing Modern Business Operations - Unite.AI
AI-based solutions are becoming increasingly common, but those in the security industry have been leveraging AI for years—they’ve just been using the word “analytics.” As businesses seek new ways to use AI to create a competitive advantage, many are beginning to recognize that video devices represent an increasingly valuable data source—one that can generate actionable […]
WisdomAI Launches with $23M to Transform Business Intelligence Using Reasoning Agents and Knowledge Fabric - Unite.AI
WisdomAI, a new force in enterprise AI, has officially emerged from stealth with $23 million in funding, led by Coatue Ventures alongside Madrona, GTM Capital, and The Anthology Fund. Designed to overcome the limitations of legacy business intelligence tools, WisdomAI introduces a first-of-its-kind Agentic Data Insights Platform—a system that empowers organizations to gain proactive, contextual, […]
CodeAnt AI Raises $2M to Bring AI-Powered Automation to Code Reviews - Unite.AI
In the fast-evolving world of AI-generated code, reviewing that code has become the new bottleneck. CodeAnt AI, a San Francisco-based startup backed by Y Combinator, has just raised $2 million in seed funding to change that. Its mission: make reviewing code as intelligent and effortless as writing it with AI. The round, which values CodeAnt […]
OX Security Raises $60M to Help Developers Focus on the 5% of AppSec Risks That Matter Most in the AI Era - Unite.AI
With the rise of vibe coding—a new era defined by AI-assisted creativity, rapid prototyping, and faster-than-ever code generation—developers are shipping software at unprecedented speed. But while the productivity gains are undeniable, the security debt is mounting. In response, cybersecurity innovator OX Security has announced a $60 million Series B funding round to tackle one of […]
Freebeat Review: The Easiest Way to Make Viral Music Videos - Unite.AI
Did you know that a large part of human communication (55%) is nonverbal? This includes what we see in body language and facial expressions. That means when you share a post, a song, or a message online, those watching are connecting more to what they see than what they hear. But here’s the thing: not everyone […]
The State of Pentesting in 2025: Why AI-Driven Security Validation Is Now a Strategic Imperative - Unite.AI
The 2025 State of Pentesting Survey Report by Pentera paints a striking picture of a cybersecurity landscape under siege—and evolving fast. This isn’t just a story about defending digital borders; it’s a blueprint of how enterprises are transforming their approach to security, driven by automation, AI-based tools, and the unrelenting pressure of real-world threats. Breaches […]
Akshita Iyer, Founder and CEO of Ome - Interview Series - Unite.AI
Akshita Iyer, Founder and CEO of Ome, is a neuroscience graduate from Duke University whose entrepreneurial path was sparked by a personal experience with a kitchen fire. This pivotal moment led to the creation of Ome, a company focused on reimagining the cooking experience through smart home innovation. Under her leadership, Ome introduced the patented […]
Why AI-Powered Mapmaking is Essential to the New Era of Software-Defined Vehicles - Unite.AI
The automotive industry is undergoing one of the most profound transformations in its history. Once defined by mechanical engineering and horsepower, today’s vehicles are increasingly shaped by code. We’re entering the era of software-defined vehicles (SDVs) where the intelligence of the car comes less from the engine block, but from lines of software. A recent […]
The Rise of Mixture-of-Experts: How Sparse AI Models Are Shaping the Future of Machine Learning - Unite.AI
Mixture-of-Experts (MoE) models are revolutionizing the way we scale AI. By activating only a subset of a model’s components at any given time, MoEs offer a novel approach to managing the trade-off between model size and computational efficiency. Unlike traditional dense models that use all parameters for every input, MoEs achieve enormous parameter counts while […]
Sriram Nagaswamy, Executive Vice President at FourKites - Interview Series - Unite.AI
Sriram Nagaswamy, Executive Vice President at FourKites is passionate about building world-class teams, with close to 19 years of experience in building and leading technical and research-oriented teams. His strengths include in-depth technical expertise, a strategic mindset, managing global team engagements to improve operational results, and building research-oriented teams from the ground up. Sriram’s career […]
Utilizing AI for Better Business Insights: Minimize Costs, Maximize Results - Unite.AI
Artificial intelligence (AI) transforms companies’ operations, offering unprecedented opportunities to uncover actionable insights that drive efficiency and measurable results. Companies like GE Aerospace already use AI to analyze complex datasets, improving decision-making and operational performance. By leveraging AI, organizations can analyze vast amounts of data, identify patterns, and make informed decisions more quickly and accurately. […]
Using AI to Predict a Blockbuster Movie - Unite.AI
Although film and television are often seen as creative and open-ended industries, they have long been risk-averse. High production costs (which may soon lose the offsetting advantage of cheaper overseas locations, at least for US projects) and a fragmented production landscape make it difficult for independent companies to absorb a significant loss. Therefore, over the […]
The Growth of AI Is Exposing the Cracks Within Tech Culture - Unite.AI
As the AI race intensifies, tech companies are expected to increase AI investments to $300 billion in 2025. Across industries, executives aren’t just racing to be first in AI achievements, they are competing not to be last. That mindset of adding AI on top of systems without considering the structures that will support its development […]
10 Best AI Customer Support Software with Help Desk Features (2025) - Unite.AI
The AI customer support market has exploded to $12.06 billion in 2025, up from $9.53 billion in 2023, and is projected to reach a staggering $53.3 billion by 2034. This 35.8% CAGR reflects the impact of AI-powered help desk solutions across industries. Companies implementing these intelligent platforms are seeing dramatic improvements, resolving tickets 52% faster, […]
Research Suggests LLMs Willing to Assist in Malicious 'Vibe Coding' - Unite.AI
Over the past few years, Large language models (LLMs) have drawn scrutiny for their potential misuse in offensive cybersecurity, particularly in generating software exploits. The recent trend towards ‘vibe coding' (the casual use of language models to quickly develop code for a user, instead of explicitly teaching the user to code) has revived a concept […]
AI Is Helping to Keep Fossil Fuels Alive - Unite.AI
Artificial intelligence (AI) is one of the fastest-growing industries, requiring a lot of power to run. Server hosting, training and storing information, among other essential tasks, contribute to this demand. Every query has a cost, and recent political moves are making things harder on the planet. The Impact of the Trump Administration's Executive Orders At […]
AI-Driven Cloud Cost Optimization: Strategies and Best Practices - Unite.AI
As companies increasingly migrate workloads to the cloud, managing associated costs has become a critical factor. Research indicates that approximately one-third of public cloud spending produces no useful work, with Gartner estimating this waste at 30% of global spending annually. Engineers need reliable performance while finance teams seek predictable expenses. However, both groups typically discover […]
UAE Makes AI Classes Mandatory from Kindergarten—The World Needs to Follow - Unite.AI
The United Arab Emirates has launched a nationwide initiative to make artificial intelligence (AI) a mandatory subject for all students from kindergarten through grade 12. Starting in the 2025–2026 academic year, every public school will integrate AI lessons into the core curriculum. (UAE officials have indicated the policy will apply across government schools, with private […]
Demystifying Higher Education with AI - Unite.AI
Higher education is at a crossroads. Budgets are tightening. Student needs are growing more complex. And the pressure to demonstrate measurable outcomes—graduation rates, job placement, lifelong value—has never been higher. As institutions grapple with these demands, artificial intelligence isn’t some futuristic buzzword anymore—it’s a practical, proven tool that’s helping colleges and universities rise to the […]
Ravi Bommakanti, CTO of App Orchid - Interview Series - Unite.AI
Ravi Bommakanti, Chief Technology Officer at App Orchid, leads the company’s mission to help enterprises operationalize AI across applications and decision-making processes. App Orchid’s flagship product, Easy Answers™, enables users to interact with data using natural language to generate AI-powered dashboards, insights, and recommended actions. The platform integrates structured and unstructured data—including real-time inputs and […]
Your AI is Useless If Your Documents Are a Mess - Unite.AI
Imagine, a major company deploys an enterprise AI assistant to streamline information access. Three months later, they discover that some employees have been applying outdated policies, mistaken by answers provided by the chatbot. The AI speaks with unwavering authority, yet is pulling from superseded documents buried in their knowledge base. Unfortunately, this is an all-too-common […]
Why Agentic Document Extraction Is Replacing OCR for Smarter Document Automation - Unite.AI
For many years, businesses have used Optical Character Recognition (OCR) to convert physical documents into digital formats, transforming the process of data entry. However, as businesses face more complex workflows, OCR's limitations are becoming clear. It struggles to handle unstructured layouts, handwritten text, and embedded images, and it often fails to interpret the context or […]
10 Best AI Observability Tools (May 2025) - Unite.AI
The artificial intelligence observability market is experiencing explosive growth, projected to reach $10.7 billion by 2033 with a compound annual growth rate of 22.5%. As AI adoption accelerates—with 78% of organizations now using AI in at least one business function, up from 55% just two years ago—effective monitoring has become mission-critical for ensuring reliability, transparency, […]
Aaron Kesler, Director of AI Product Management at SnapLogic - Interview Series - Unite.AI
Aaron Kesler, Director of AI Product Management at SnapLogic, is a certified product leader with over a decade of experience building scalable frameworks that blend design thinking, jobs to be done, and product discovery. He focuses on developing new AI-driven products and processes while mentoring aspiring PMs through his blog and coaching on strategy, execution, […]
NVIDIA Cosmos: Empowering Physical AI with Simulations - Unite.AI
The development of physical AI systems, such as robots on factory floors and autonomous vehicles on the streets, relies heavily on large, high-quality datasets for training. However, collecting real-world data is costly, time-consuming, and often limited to a few major tech companies. NVIDIA's Cosmos platform addresses this challenge by using advanced physics simulations to generate […]
Without Quantum-Safe Encryption, Critical Infrastructure Will Crumble Under New Threats. - Unite.AI
For decades, RSA and Elliptic Curve Cryptography (ECC) have formed the backbone of digital security. From securing online banking to military communications, these algorithms have stood the test of time—mainly because they rely on mathematical problems that are computationally expensive to solve with classical computers. But the status quo is under attack. Artificial intelligence, especially […]
AI Struggles to Emulate Historical Language - Unite.AI
A collaboration between researchers in the United States and Canada has found that large language models (LLMs) such as ChatGPT struggle to reproduce historical idioms without extensive pretraining – a costly and labor-intensive process that lies beyond the means of most academic or entertainment initiatives, making projects such as completing Charles Dickens’s final, unfinished novel […]
Feeling Pressure to Invest in AI? Good—You Should Be - Unite.AI
AI is not new. Humans began researching AI in the 1940s, and computer scientists like John McCarthy opened our eyes to the possibilities of what this technology could achieve. What is relatively new, though, is the volume of hype. It feels exponential. ChatGPT was released in 2022 to great fanfare, and now DeepSeek and Qwen […]
Ian Riopel, CEO and Co-Founder of Root.io - Interview Series - Unite.AI
Ian Riopel, CEO and Co-Founder of Root.io, leads the company’s mission to secure the software supply chain with cloud-native solutions. With over 15 years in tech and cybersecurity, he has held leadership roles at Slim.AI and FXP, focusing on enterprise sales, go-to-market strategy, and public sector growth. He holds an ACE from MIT Sloan and […]
AI’s Real Value Is Built on Data and People – Not Just Technology - Unite.AI
The promise of AI expands daily – from driving individual productivity gains to enabling organizations to uncover powerful new business insights through data. While the potential of AI appears limitless and its impact easy to imagine, the journey to a truly AI-powered ecosystem is both complex and challenging. This journey doesn’t begin and end with […]
AI Data Centers: Addressing Growing Power Demands - Unite.AI
The AI revolution is in full swing, and that means a lot more data centers; industry experts predict a 33% increase in the number of data centers through the end of the decade. And with that increase will come an increase in electricity usage. Some states could see data centers account for as much as […]
FutureHouse Unveils Superintelligent AI Agents to Revolutionize Scientific Discovery - Unite.AI
In a world where the pace of data generation far outstrips our ability to process and understand it, scientific progress is increasingly hindered not by a lack of information, but by the challenge of navigating it. Today marks a pivotal shift in that landscape. FutureHouse, an ambitious nonprofit dedicated to building an AI Scientist, has […]
Private AI: The Next Frontier of Enterprise Intelligence - Unite.AI
Artificial intelligence adoption is accelerating at an unprecedented pace. By the end of this year, the number of global AI users is expected to surge by 20%, reaching 378 million, according to research conducted by AltIndex. While this growth is exciting, it also signals a pivotal shift in how enterprises must think about AI, especially […]
Why Data Is the Unsung Hero of AI Strategy - Unite.AI
The AI Gold Rush – From Pilots and Experiments to Enterprise Scale and Strategy Moore’s Law is well and truly in play when it comes to AI. AI is heavily in demand, and every enterprise is adopting AI. Innovation is also helping fuel this demand with new AI models, AI Agents, and new technologies coming […]
Aaron Kesler, Sr. Product Manager, AI/ML at SnapLogic - Interview Series - Unite.AI
Aaron Kesler, Sr. Product Manager, AI/ML at SnapLogic, is a certified product leader with over a decade of experience building scalable frameworks that blend design thinking, jobs to be done, and product discovery. He focuses on developing new AI-driven products and processes while mentoring aspiring PMs through his blog and coaching on strategy, execution, and […]