Technology Trends

Benchmarking suite designed to measure the performance of machine learning models. It includes MLPerf Training, which evaluates the time required to train models to a target accuracy, and MLPerf Inference, which assesses the speed of performing inference tasks on new data. MLPerf is valuable for researchers, developers, and organizations seeking to compare and optimize the performance of their machine learning systems.

Non-traditional data sources that provide insights for investment decisions, business strategies, and other analytical purposes. Unlike traditional data sources such as financial statements and market reports, alternative data can include information from social media, satellite imagery, credit card transactions, and web traffic. It is primarily used by financial analysts, hedge funds, and businesses seeking to gain a competitive edge through unique data insights.

Process that involves converting various forms of data into smaller, manageable units called tokens. In finance, tokenization converts assets into digital tokens on a blockchain, enhancing liquidity and security; in data security, it replaces sensitive data with non-sensitive tokens to protect information; and in natural language processing, it breaks down text into tokens for easier analysis. Tokenization is beneficial for financial institutions, data security professionals, and NLP researchers and developers.

An audio library offering sound effects and royalty-free music for various multimedia projects. The Meta Sound Collection provides a wide range of high-quality audio assets that can be downloaded and used in videos, enhancing the auditory experience and production value. This collection is particularly useful for content creators, filmmakers, and multimedia professionals seeking diverse and accessible sound resources.

Digital technology designed to meet the needs and preferences of older adults, often involving their input in the design process. Age tech encompasses a wide range of technologies aimed at improving the quality of life for aging individuals, including health monitoring devices, social connectivity tools, and assistive technologies. This sector primarily benefits older adults seeking to maintain independence, enhance their well-being, and stay connected with their communities.

Free and open-source graphics driver for the ARM Mali series of GPUs, part of the Mesa 3D Graphics Library. It provides hardware-accelerated 3D rendering for devices using Mali GPUs, supporting various architectures like Midgard and Bifrost, and serves as an open-source alternative to proprietary drivers. Panfrost is particularly significant for Linux-based systems, benefiting developers and users who prefer open-source solutions for better integration, security, and transparency.

Cloud-based software company that specializes in providing software solutions for dry cleaners and laundromats. CleanCloud offers point of sales software, apps, and online ordering services, differentiating itself by streamlining operations and enhancing customer convenience through its comprehensive digital platform. The primary target demographic includes dry cleaning and laundry businesses seeking to modernize their operations and improve customer service.

Open-source vector search engine and database designed for storing, searching, and managing data as vectors, useful in AI and machine learning applications for semantic searches. It differentiates itself by providing a scalable and flexible platform that supports various data types and integrates seamlessly with machine learning models to enhance search accuracy and relevance. Weaviate is primarily targeted at developers and organizations looking to implement advanced search capabilities in AI-driven applications.

Anduril Industries is an American defense technology company specializing in autonomous systems and artificial intelligence to enhance military capabilities. Founded in 2017 by Palmer Luckey and others, the company develops products such as unmanned aerial vehicles, underwater vehicles, and advanced surveillance systems, all integrated through its Lattice AI platform. Anduril primarily serves the U.S. Department of Defense and allied nations, providing innovative solutions for modern warfare and national security.

Form of coaching that takes place through digital technology-enabled audio and/or video channels. It involves synchronous, personal conversations between a human coach and a human coachee, aiming to empower the coachee in their self-development by providing guidance and support. Digital coaching is particularly beneficial for individuals seeking flexible, remote, and personalized coaching solutions to enhance their personal or professional growth.

Content generated or enhanced by artificial intelligence, encompassing text, images, videos, audio, and personalized content. AI content is utilized in various applications such as text generation, image creation, video production, music composition, content personalization, and moderation, offering efficiency and scalability in content creation processes. This type of content is particularly beneficial for businesses, marketers, and content creators seeking to automate and optimize their content production workflows.

Anduril Industries is an American defense technology company specializing in advanced autonomous systems and artificial intelligence for military applications. Founded in 2017 by Palmer Luckey and others, Anduril develops products such as unmanned aerial systems (UAS), counter-UAS (CUAS), autonomous surveillance systems, and networked command and control software, aiming to enhance U.S. and allied military capabilities. The company's primary clients include the U.S. Department of Defense and allied military forces seeking innovative defense technologies.

Web analytics tool designed to provide essential insights into website traffic while prioritizing user privacy. It offers a straightforward interface that presents all necessary information on a single page, eliminating the need for custom reports or complex menus, making it accessible and easy to use. Plausible Analytics is ideal for website owners and digital marketers who seek a simple, privacy-focused solution for tracking and understanding their web traffic.

Software designed to help creative teams work together in real time. These tools facilitate communication, problem-solving, and project task management by allowing team members to share files and collect feedback all in one place, eliminating the need for long email chains. Design collaboration tools are primarily targeted at creative professionals and teams seeking to streamline their workflow and enhance productivity.

An aviation technology company based in Kerikeri, New Zealand, specializing in the development of fully autonomous flight technology. Merlin Labs differentiates itself by focusing on creating advanced systems that enable aircraft to operate without human intervention, aiming to enhance safety and efficiency in aviation. The company's technology primarily targets commercial aviation operators and industries seeking to integrate autonomous flight capabilities into their operations.

Field of fashion design that utilizes 3D software or artificial intelligence to create hyper-realistic, data-intensive digital 3D garment simulations. Digital fashion includes digital-only products or digital models for physical products, such as game skins, avatar clothing, and Non-fungible tokens (NFTs), offering a sustainable and innovative approach to fashion. This trend primarily appeals to tech-savvy consumers, gamers, and fashion enthusiasts interested in virtual and augmented reality experiences.

Digital finance project based on the TRON Blockchain that offers staking, lending, and governance participation. It features KODX, a decentralized finance aggregation protocol providing various staking and lending products, differentiating itself with a comprehensive suite of DeFi services. The project primarily targets cryptocurrency enthusiasts and investors looking for diverse DeFi opportunities on the TRON network.

Planar structures that function as two-dimensional versions of metamaterials. They can locally modify the phase, amplitude, and polarization of light in both transmission and reflection, enabling the creation of patterned flat optical components with precise functionalities. Metasurfaces are primarily used in advanced optical applications, benefiting researchers and engineers in fields such as photonics and telecommunications.

A company recognized for its development of advanced robotics technology, particularly in the realm of humanoid robots. It specializes in creating versatile and adaptable robots designed for use across various industries such as logistics, manufacturing, and healthcare, aiming to enhance productivity and safety by working alongside humans. The target demographic includes businesses and industries seeking innovative robotic solutions to improve operational efficiency and safety.

Software company based in Boston, Massachusetts, providing artificial intelligence (AI) solutions for the insurance industry. Their AI-driven software aims to improve loss ratios and profitability by predicting underwriting and claim risks with greater accuracy, and reducing quote turnaround times and claim expenses through intelligent automation. The primary beneficiaries of Gradient AI's solutions are insurance companies seeking to enhance their risk assessment and operational efficiency.

Machine learning approach that aims to train models to perform tasks with a very limited number of training examples. Few-shot learning includes techniques like meta-learning, transfer learning, data augmentation, and metric learning, making it valuable in scenarios where data is scarce or expensive to obtain. This approach is particularly beneficial for researchers and developers working in fields with limited labeled data, such as medical imaging or rare language processing.

A WiFi 7 router is an advanced networking device that supports the latest WiFi 7 (802.11be) standard, offering significantly faster speeds, lower latency, and greater capacity than previous WiFi generations. This technology enables seamless connectivity for multiple devices simultaneously, making it ideal for high-bandwidth activities like 8K streaming, virtual reality, and large file transfers. WiFi 7 routers are primarily aimed at tech enthusiasts, gamers, and households or businesses requiring the most cutting-edge wireless performance and future-proof networking solutions.

A window cleaning robot is an automated device designed to clean windows efficiently and effectively. These robots often feature strong suction, intelligent path planning, and remote control capabilities, which differentiate them from traditional window cleaning methods. They are particularly beneficial for homeowners and businesses looking to save time and effort in maintaining clean windows.

​Milo is a digital assistant designed to help families manage daily tasks and responsibilities. It offers features such as shared calendars, to-do lists, and reminders, aiming to streamline household organization and communication. Milo primarily serves parents and caregivers seeking to coordinate family activities efficiently and reduce the mental load associated with managing a household.

Tool designed to generate precise AI prompts, including zero-shot and multi-shot prompts, to simplify and enhance interactions with AI models. It provides value by streamlining the process of creating effective prompts, thereby improving the efficiency and accuracy of AI model interactions. This tool is particularly beneficial for developers, data scientists, and AI researchers who require optimized prompts for various AI applications.

A company dedicated to advancing India's gaming industry through the development of various games. Supergaming differentiates itself by creating a diverse portfolio of games such as 'Indus - Battle Royale,' 'MaskGun,' 'SuperPlatform,' 'Battle Stars,' 'Tower Conquest,' and 'Road Riot,' catering to different gaming preferences and genres. The primary audience for Supergaming includes gamers in India and globally who are looking for innovative and engaging gaming experiences.

A travel light box is a compact, portable device designed to deliver bright light therapy, commonly used to treat seasonal affective disorder (SAD) and regulate sleep patterns. These devices emit a specific intensity of light, often around 10,000 lux, to mimic natural sunlight and improve mood, energy levels, and sleep quality. Travel light boxes are primarily targeted at individuals seeking a convenient solution for light therapy during travel, including frequent flyers and those managing jet lag or winter-related mood changes.

A codebase is a collection of source code used to build a particular software system, application, or component. It includes all the files, libraries, and dependencies required to compile and run the software, and is typically managed using version control systems like Git to track changes and facilitate collaboration among developers. Codebases are essential for software developers and teams working on software projects, providing a structured and organized way to manage and maintain the code.

Parser generator tool and incremental parsing library designed for embedding in text editors and IDEs to provide fast and accurate syntax highlighting, code navigation, and other code structure-related features. Tree-sitter supports multiple programming languages and allows efficient real-time updates to the syntax tree as the user types, enhancing the development experience. It is primarily targeted at developers and software engineers who require advanced code editing capabilities in their development environments.

An AI robot dog is a robotic companion that mimics the appearance and behavior of a real dog using artificial intelligence and advanced robotics. These robots often feature autonomous movement, voice recognition, obstacle avoidance, and interactive behaviors, allowing them to respond to commands, learn from interactions, and perform various tasks. AI robot dogs are primarily targeted at tech enthusiasts, educational institutions, and individuals seeking companionship, entertainment, or advanced robotics for research and development purposes.