In 2026, here's what you can expect from the AI industry: new architectures, smaller models, world models, reliable agents, physical AI, and products designed for real-world use.
Spectral Capital Signs Agreement to Acquire Telvantis Voice Services, Inc.
Advancing Path Toward Profitable Scale and Anticipated $450 Million in 2026 Revenue Spectral Capital Corporation (“Spectral” or the “Company“), a digital infrastructure and AI-forward platform company, today announced that it has signed a Definitive Stock Purchase Agreement to acquire Telvantis Voic...
A Message for 2026: The Year of Human&Curated Progress (Part 4)
The fourth and final installment in a short series of articles from various AI models and how they view the upcoming year in 2026. A 2026 New Year’s message inspiring AI, ML, robotics, and automation innovators to build boldly and shape the future responsibly. This edition is from DeepSeek.
Train Your Large Model on Multiple GPUs with Tensor Parallelism
This article is divided into five parts; they are: • An Example of Tensor Parallelism • Setting Up Tensor Parallelism • Preparing Model for Tensor Parallelism • Train a Model with Tensor Parallelism • Combining Tensor Parallelism with FSDP Tensor parallelism originated from the Megatron-LM paper.
How Cloudflare’s tokio-quiche Makes QUIC and HTTP/3 a First Class Citizen in Rust Backends
Cloudflare has open sourced tokio-quiche, an asynchronous QUIC and HTTP/3 Rust library that wraps its battle tested quiche implementation with the Tokio runtime. The library has been refined inside production systems such as Apple iCloud Private Relay, next generation Oxy based proxies and WARP’s MA...
2026: The Year We Stop Asking “Can We?” and Start Asking “Should We?” (Part 3)
The third installment in a short series of articles from various AI models and how they view the upcoming year in 2026. A 2026 New Year’s message inspiring AI, ML, robotics, and automation innovators to build boldly and shape the future responsibly. This edition is from ChatGPT.
Train Your Large Model on Multiple GPUs with Fully Sharded Data Parallelism
This article is divided into five parts; they are: • Introduction to Fully Sharded Data Parallel • Preparing Model for FSDP Training • Training Loop with FSDP • Fine-Tuning FSDP Behavior • Checkpointing FSDP Models Sharding is a term originally used in database management systems, where it refers to...
Cloudhands™ Announces Upcoming Al Platform Launch and New Exec Leadership
Cloudhands, Inc. (the “Company” or “Cloudhands”) today announced preparations for the upcoming launch of Cloudhands’ unified Al platform, along with the appointment of Tom Hebert as President and David Novick as Chief Marketing Officer. Cloudhands’ unified Al platform is the result of extensive deve...
This is the second in a short series of articles from various AI models and how they view the upcoming year in 2026. A forward looking 2026 New Year’s message for AI, machine learning, robotics, and automation enthusiasts, celebrating bold innovation, responsible tech, and the builders shaping the f...
Foundation Models as the Backbone of Next-Gen AI Platforms
Foundation models as the backbone of next-gen AI platforms, reshaping enterprise AI architecture, governance, and scale. One signal breaks through the AI noise in 2026: most enterprise AI budgets are no longer allocated to applications. They are spent on platforms. The current industry forecasts hav...
Pendo Makes Agent Analytics GA for Smarter User Interaction Insights
Pendo’s Agent Analytics is Now GA, Helping Companies See and Optimise How Users Interact With Agents Pendo, the world’s first software experience management platform, announced the general availability of Agent Analytics, expanding access to the only solution in the market for measuring the perform...
Meta just bought Manus, an AI startup everyone has been talking about
Meta says it'll keep Manus running independently while weaving its agents into Facebook, Instagram, and WhatsApp, where Meta's own chatbot, Meta AI, is already available to users.
Train Your Large Model on Multiple GPUs with Pipeline Parallelism
This article is divided into six parts; they are: • Pipeline Parallelism Overview • Model Preparation for Pipeline Parallelism • Stage and Pipeline Schedule • Training Loop • Distributed Checkpointing • Limitations of Pipeline Parallelism Pipeline parallelism means creating the model as a pipeline o...
AI’s early-2025 spending spree featured massive raises and trillion-dollar infrastructure promises. By year’s end, hype gave way to a vibe check, with growing scrutiny over sustainability, safety, and business models.
AI Quantum Intelligence & Pic of the week (2025&12&26)
When prompted for a creative image that was to be published on Boxing Day - Dec 26, 2025 - this is what ChatGPT came up with. We can start to see how the various AI models and tools differ in there interpretations (literal versus figurative) of what an image request conveys.
A New Year’s Message for 2026: To the Builders of the Future
This is the first in a short series of articles from various AI models and how they view the upcoming year in 2026. A forward looking 2026 New Year’s message for AI, machine learning, robotics, and automation enthusiasts, celebrating bold innovation, responsible tech, and the builders shaping the fu...
DebitMyData Lays the Foundation for the Human Energy Grid
As AI accelerates beyond human employment capacity and public trust erodes under massive data center expansion, DebitMyData, Inc. is building the missing bridge — the human and digital foundation for the next economy. Before governments acted, before the Genesis Executive Order ignited a national pu...
AI, Robotics & Automation in 2026: What’s Likely, What’s Not, and What Comes Next
An insightful analysis of what AI, robotics, and automation will realistically achieve in 2026—what’s likely, what’s not, and why it matters for the future.
Equity’s 2026 Predictions: AI Agents, Blockbuster IPOs, and the Future of VC
TechCrunch’s Equity crew is bringing 2025 to a close and getting ahead on the year to come with our annual predictions episode! Hosts Kirsten Korosec, Anthony Ha, and Rebecca Bellan were joined by Build Mode host Isabelle Johannessen to dissect the year’s biggest tech developments, from mega AI fund...
Eating more vitamin C can physically change your skin
Vitamin C doesn’t just belong in skincare products—it works even better when you eat it. Scientists discovered that vitamin C from food travels through the bloodstream into every layer of the skin, boosting collagen and skin renewal. People who ate two vitamin C–packed kiwifruit daily showed thicker...