Pixel 8 Pro, Now Empowered by Gemini AI

Welcome back, AI Enthusiasts!

In today’s AI summary rundown:

1. Pixel 8 Pro Empowered by Gemini AI: Google’s Pixel 8 Pro is now the first Android smartphone fueled by the new AI model, Gemini. 🚀 Gemini Nano, designed for on-device use, enhances Pixel 8 Pro features like Summarize in Recorder and Smart Reply in Gboard. Running on-device ensures data security and allows usage without a network connection. Users can now get Gemini-powered summaries in the Recorder app, even offline.
2. Vast Data Secures $118M for AI Storage Platform: New York-based startup Vast Data secures $118 million in a Series E round, valuing the company at $9.1 billion post-money. 💰 Their unstructured data storage solution eliminates tiered storage, catering to AI workloads. The surge in AI interest benefits Vast, positioning it for continued growth. Renowned investors, including Fidelity Ventures and Nvidia, contributed to the Series E round, bringing Vast’s total raised to $381 million.

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Google AI’s latest breakthrough, Translatotron 3, is transforming speech-to-speech translation by overcoming the challenge of scarce parallel speech data. Previous models faced limitations due to the lack of training data, relying heavily on supervised settings. Translatotron 3 introduces the concept of unsupervised learning, allowing the model to grasp the art of translation solely from monolingual data.

The key components of Translatotron 3’s architecture include pre-training as a Masked Autoencoder with SpecAugment, and leveraging SpecAugment for effective data augmentation. Unsupervised Embedding Mapping based on Multilingual Unsupervised Embeddings (MUSE) enables the model to create a shared embedding space between source and target languages. The model’s training methodology involves auto-encoding with reconstruction and back-translation terms, ensuring meaningful multilingual representations.

Empirical evaluations highlight Translatotron 3’s superiority over baseline systems, excelling in preserving conversational nuances, translation quality, speaker similarity, and speech quality. Despite being unsupervised, it outperforms existing models, achieving speech naturalness comparable to ground truth audio samples.

Translatotron 3’s success in addressing the scarcity of parallel speech data marks a significant advancement. Learning exclusively from monolingual data and utilizing MUSE, the model achieves unmatched translation quality while preserving non-textual speech attributes. The research team’s innovative approach signifies a major step toward enhancing speech-to-speech translation across diverse languages. Translatotron 3’s potential to revolutionize the field and facilitate communication among linguistic communities is evident. Plans include expanding the model to more languages and exploring its applicability in zero-shot scenarios, further extending its impact on global communication.

Today, let’s dive into a quick and fun tutorial on how you can harness the power of AI to spark your creativity. We’re going to create a personalized work of digital art using AI!

Remember, the key is to be as descriptive as possible in your prompts. AI tools are great at following detailed instructions, so the more vivid your description, the better your results!

1. Anduril: Anduril creates AI-powered tech for defense, with the Lattice OS at its core-a platform for autonomous sensemaking and control. 🛡️ Partnering with entities like the U.S. Department of Defense, Anduril’s innovations shape the defense industry.
2. Sojern: Sojern’s travel marketing platform aids the travel industry by reaching the right travelers at the right time. 🌍 Their AI Smart Concierge reduces front desk calls, enhancing guest experience. Sojern helps clients turn travelers into loyal customers with insights and tools, fostering long-term relationships.
3. Teragonia: Teragonia uses data science and generative AI to transform how financial sponsors make investment decisions. 📈 Their solutions significantly boost growth, operating efficiency, and return on investment for private equity and venture capital firms. Teragonia innovates in the financial landscape, leveraging AI to enhance decision-making.
4. Acrisure Innovation: Acrisure Innovation, a financial services company, employs AI in wealth management, insurance, and cybersecurity risk management. 💰 AI processes large datasets for risk assessment, ensuring effective wealth and risk management. Their Behavioral AI safeguards against ransomware, while the email security program uses AI to protect against phishing and account takeover, ensuring robust cybersecurity measures.

These startups are at the forefront of AI innovation, offering a range of services and technologies that are shaping the future of various industries.

Prompt: Create an image of an enchanting winter forest, a whimsical bookstore glows warmly under soft streetlamp light. Surrounded by snow-laden evergreens, the scene is magical with delicate snowflakes falling gently. The bookstore’s windows reveal shelves adorned with frost-kissed books, showcasing captivating winter-themed novels. The ambient glow of streetlamps creates a cozy atmosphere, casting a warm light on the snowy ground. The forest’s hushed whispers and playful woodland creatures add to the enchantment. A cobblestone path winds through the snowy landscape, guiding visitors to the bookstore’s charming entrance. Festive wreaths decorate the wooden door, inviting guests into a world of literary wonders. Capture the contrast between the cold exterior and the warm, welcoming interior of this delightful winter retreat in just one night.

Tip: the more specific the better

If you have anything interesting to share, please reach out to us by sending us a DM on Twitter: @dthareja or email me at [email protected]

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Originally published at https://superpowers.thareja.ai.