Horizons Ventures focuses on investing in disruptive and technology-focused start-ups. The firm was founded in 1999 and is based in Hong Kong. Some of the latest exits are Skype, Siri, Facebook, Summly, and Waze.

Horizons Ventures

Founders Fund is a venture capital firm that invests at every stage in companies building revolutionary technologies. It has been investors, founders, and early employees of prominent technology companies. It has historically invested in a wide variety of sectors, including aerospace, artificial intelligence, advanced computing, energy, health, and consumer Internet.

Founders Fund

DeepMind

DeepMind Technologies operates as an artificial intelligence company. The company builds general-purpose algorithms for use in simulations, e-commerce applications, and games. It combines AI, ML, and systems neuroscience to build general-purpose learning algorithms and scientific discoveries.

<div>  <p>    DeepMind Technologies operates as an artificial intelligence company. The company builds general-purpose algorithms for use in simulations, e-commerce applications, and games. It combines AI, ML, and systems neuroscience to build general-purpose learning algorithms and scientific discoveries.  </p></div>

Musk's concerns over Google DeepMind 'AI Dictatorship' revealed in emails from 2016 — communications released during the recent OpenAI court case

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<div>
 <p>DeepMind has presented a new architecture called Parameter Efficient Expert Retrieval (PEER), purposed to upscale Mixture of Experts (MoE) models to encompass millions of experts. PEER is proclaimed to augment performance while concurrently optimizing computational costs.</p>
 <p>The structure substitutes fixed routers typically found in MoE models with a learned index. This placement proficiently routes data to the pertinent experts. This methodology amplifies model capacity without necessitating extra computational costs, and it enables the dynamic inclusion of new knowledge and features. PEER holds the potential to integrate into DeepMind's Gemini 1.5 models, potentially boosting their performance and computational efficiency when undertaking intricate language tasks.</p>
 
</div> <p><b>Analyst QuickTake:<br>
 </b> DeepMind has been focused on improving capabilities in the LLM space as of late, having published <a href="https:<br>
//sp-edge.com/updates/31379"> JEST </a> (joint example selection) earlier this month. JEST offers a new method to train LLMs, claimed to offer a 13x improvement in performance and a 10x improvement in power efficiency compared to other methods.</p>

DeepMind

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