Hubs

SambaNova is a US startup that designs specialized AI chips and systems for running large models, competing with Nvidia in the AI hardware market. It focuses on high-speed inference for enterprises deploying AI on-premises. This hub follows SambaNova’s chips, funding, and customers.

Samsung is a South Korean technology giant and a key supplier of the memory chips and devices that power AI. This hub covers Samsung’s role in AI hardware, its semiconductor investments, and the AI features across its products.

SAP is the German enterprise software giant behind widely used ERP and business-data systems, now pushing into artificial intelligence to analyze and act on structured business data. This hub covers SAP’s AI product launches, acquisitions, and partnerships.

AI cuts both ways in security — powering new attacks and new defences. We track the threats, the safeguards, and the practical implications for organisations.

Silicon photonics is a chip technology that moves data using light instead of electrical signals, delivering higher bandwidth and lower power use than traditional copper interconnects. As AI clusters scale to link thousands of GPUs, silicon photonics has become central to next-generation data center networking and chip-to-chip communication. This hub covers the companies and research pushing optical interconnects into AI infrastructure.

SK Hynix is a South Korean semiconductor manufacturer and one of the world’s leading makers of memory chips. It is a key supplier of high-bandwidth memory (HBM), the specialized memory that AI accelerators rely on. This hub follows SK Hynix’s role in the AI hardware supply chain, from earnings and expansion to memory technology.

AI smart glasses pack a microphone, speaker, and sometimes a camera or small display into ordinary-looking eyewear, letting a built-in assistant see, hear, and respond. This hub follows the devices, the companies building them, and the privacy questions they raise.

SoftBank Group is a Japanese conglomerate and investment firm led by Masayoshi Son, with major stakes in AI-related companies including chipmaker Arm and OpenAI, and involvement in large AI infrastructure projects such as Stargate. This hub tracks SoftBank’s AI investments, partnerships, and strategic bets on the industry.

South Korea is one of the world’s leading hubs for AI hardware and applied research, home to giants like Samsung and SK Hynix alongside a fast-growing AI startup scene. This hub tracks the country’s AI policy, chip industry, and the companies and models coming out of Korea, with an eye on what’s relevant beyond its borders.

Sovereign AI is the idea that a country should be able to run AI on infrastructure it controls, rather than depending on a foreign provider that could cut off access. This hub covers national AI strategies, self-hosted models, and why governments — including in Georgia’s region — are pursuing them. Expect news and plain-language explainers.

SpaceX is Elon Musk’s aerospace company, known for reusable rockets, crewed spaceflight, and the Starlink satellite internet network. It increasingly applies AI to autonomous rocket landings, flight software, and satellite operations — this hub tracks that work as it develops.

Spectro Cloud is an AI infrastructure startup that helps enterprises manage Kubernetes and cloud infrastructure at scale, including for AI workloads. This hub follows its funding rounds, product developments, and role in the broader AI infrastructure market.

AI startups are among the fastest-growing and best-funded companies in the world. This hub follows new ventures, funding rounds, acquisitions, and the founders building AI-native products — including what the global startup wave means for Georgia’s own tech ecosystem.

Sundar Pichai is the CEO of Google and its parent company Alphabet, steering the company’s AI strategy across products like Gemini and Search. This hub follows his decisions, statements, and their impact on the AI industry.

Synthetic data is information generated by AI itself, rather than collected from the real world, and it is increasingly used to train AI models. It can fill gaps where real data is scarce, sensitive, or expensive, but it also carries risks if overused. This hub explains what synthetic data is, why training depends on it, and what can go wrong.

A system-on-module (SoM) is a compact board that packages a processor, memory, storage, and I/O into a single unit, designed to be mounted onto a larger carrier board rather than built from discrete parts. SoMs let hardware makers add AI compute — such as NVIDIA Jetson or Qualcomm modules — to robots, cameras, and industrial equipment without designing a chip from scratch. This hub tracks the AI-capable SoMs powering edge and embedded devices, and the companies building them.

Taalas is a Toronto-based AI chip startup that etches specific AI models directly into silicon rather than building general-purpose processors, aiming for large gains in inference speed and energy efficiency. Founded in 2023 by veterans of AMD, NVIDIA, and Tenstorrent, it drew attention for its model-specific chip approach before being acquired by AMD. This hub covers Taalas’s technology, products, and place in the wider AI-chip and inference-hardware race.

Tabular AI covers machine learning built specifically for structured, spreadsheet- and database-style data — rows and columns of numbers, categories, and dates — rather than text or images. A newer generation of tabular foundation models can predict outcomes directly from a new dataset without being retrained for each task, a shift from older approaches that needed a fresh model per problem. This hub tracks these models, the companies building them, and how businesses are putting them to use.

Tesla is an electric vehicle, energy, and robotics company that applies AI to autonomous driving, its Optimus humanoid robot, and its Dojo supercomputing platform. This hub gathers coverage of Tesla’s AI initiatives, from self-driving software to robotics breakthroughs and their impact on the industry.

Thinking Machines Lab is an AI startup founded by former OpenAI leaders, focused on building open, adaptable models. This hub collects news on the company’s funding, model releases, and research direction.

Together AI is a cloud platform for running, fine-tuning, and deploying open-source AI models at scale. It provides infrastructure that lets businesses and developers work with open models instead of relying solely on closed, proprietary APIs. This hub follows Together AI’s platform, funding, and role in the open-source AI ecosystem.

Practical AI tools, platforms, and apps — reviewed, explained, and put in context. This hub covers the software practitioners actually use: writing assistants, image generators, developer APIs, and enterprise platforms. We focus on what is accessible and worth trying for people in Georgia.

Toyota is a Japanese automaker and one of the world’s largest vehicle manufacturers, applying AI to autonomous driving, manufacturing automation, and humanoid robotics through its Toyota Research Institute. This hub follows Toyota’s AI-related research, products, and partnerships.

Travis Kalanick co-founded Uber and served as its CEO until his ouster in 2017. He now leads Atoms, a startup building physical AI and robotics that has drawn major investment — including, notably, from Uber itself. This hub covers his ventures, funding rounds, and statements relevant to AI.

TSMC (Taiwan Semiconductor Manufacturing Company) is the world’s largest contract chipmaker, producing nearly every advanced AI chip designed by companies like NVIDIA and Apple. This hub covers TSMC’s role as the manufacturing backbone of the AI boom.

The United Nations is increasingly central to global efforts to govern artificial intelligence, from expert panels to intergovernmental dialogues on AI safety and access. Its agencies also promote AI for development and work to bridge the digital divide. This hub follows UN initiatives, assessments, and frameworks shaping how the world manages AI.

Unitree Robotics is a Chinese company known for its relatively low-cost quadruped and humanoid robots. This hub follows Unitree’s product launches, capabilities, and its place in the fast-growing humanoid-robotics market.

Valar Atomics is a startup building small modular nuclear reactors to power AI data centers. Its Ward 250 reactor became the first privately built reactor outside a US national lab to reach criticality, and the company has raised $1 billion from investors including Sequoia Capital. This hub tracks Valar Atomics’ reactors, funding, and role in powering AI infrastructure.

A vector database stores AI embeddings and searches by meaning rather than exact keywords, powering tools like retrieval-augmented chatbots and semantic search. This hub explains how they work and covers the products and providers in the space.

Vibe coding is a style of software development where a person describes what they want in plain language and lets an AI assistant write and revise the code, judging the result by how it behaves rather than reading every line. It gained wide use in 2025 as AI coding tools grew capable enough to build working apps from conversational prompts, widening who can build software while raising new questions about code quality, security, and maintainability. This hub follows vibe coding tools, techniques, and the debate over when the approach is appropriate.