Engineering more resilient crops for a warming climate
Scientists are using AlphaFold to strengthen a photosynthesis enzyme for resilient, heat-tolerant crops.
Scientists are using AlphaFold to strengthen a photosynthesis enzyme for resilient, heat-tolerant crops.
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Key Highlights: After a successful launch of the Gemini 3 Pro-powered Nano Banana Pro, Google appears to be gearing up for the launch of Nano Banana 2 Flash. The upcoming image generation model will likely be powered by the Gemini 3 Flash model. According to code references, the new model is internally called “Mayo.” Nano Banana 2 Flash to come with almost similar image generation power as the “Pro” Citing details shared by early testers of Nano Banana […]
I founded Moonshine back in 2022, together with Manjunath, another engineer and researcher. My entire career up until that point had been working on consumer products, so I felt very comfortable with how those are sold, and I thought to myself “How hard can B2B sales be?”. The answer, of course, is very hard! My investors knew that before I did, and pushed me to hire a senior sales person to make up for my lack of experience. […]
As sports fans throughout the country gear up for rivalries and the playoffs this holiday season, Cato Institute senior fellow in technology policy Jennifer Huddleston’s new blog, titled What Sports Can Teach Us About Competition Policy, compares competition in sports to competition in the technology market: lead , “Competition doesn’t only exist on the field. It also exists in the market. So why then do we seem not to greet technology disruptors’ success with the same sense of pride and […]
In the future, tiny flying robots could be deployed to aid in the search for survivors trapped beneath the rubble after a devastating earthquake. Like real insects, these robots could flit through tight spaces larger robots can’t reach, while simultaneously dodging stationary obstacles and pieces of falling rubble. So far, aerial microrobots have only been able to fly slowly along smooth trajectories, far from the swift, agile flight of real insects — until now. MIT researchers have demonstrated […]
Manufacturing better batteries, faster electronics, and more effective pharmaceuticals depends on the discovery of new materials and the verification of their quality. Artificial intelligence is helping with the former, with tools that comb through catalogs of materials to quickly tag promising candidates. But once a material is made, verifying its quality still involves scanning it with specialized instruments to validate its performance — an expensive and time-consuming step that can hold up the development and distribution of new […]
From enhancing assistive technology to addressing the digital divide, developers built mobile-first solutions to address real-world problems in the Gemma 3n Impact Chall…
Home Table of Contents KV Cache Optimization via Tensor Product Attention Challenges with Grouped Query and Multi-Head Latent Attention Multi-Head Attention (MHA) Grouped Query Attention (GQA) Multi-Head Latent Attention (MLA) Tensor Product Attention (TPA) TPA: Tensor Decomposition of Q, K, V Latent Factor Maps and Efficient Implementation Attention Computation and RoPE Integration KV Caching and Memory Reduction with TPA PyTorch Implementation of Tensor Product Attention (TPA) Tensor Product Attention with KV Caching Transformer Block Inferencing Code Experimentation Summary […]
As we approach 2026, innovation is no longer limited to large tech companies; individuals, entrepreneurs, and students now have unprecedented access to powerful AI tools and platforms. In other words, the opportunity of being an AI Innovator is more accessible than it has ever been. To thrive in the future, understanding how to imagine, design, and apply intelligent systems is essential to becoming an AI expert. Understanding What It Means to Be an AI Innovator An AI Innovator […]