TLDR AI

TLDR AI 2025-01-20

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01HEADLINES & LAUNCHES

CHARACTER AI TESTS GAMES ON THE WEB

AI startup Character AI is experimenting with integrating gaming experiences on its platform, blending interactive AI personalities with casual games.

techcrunch.com4 min read

GOOGLE.ORG GENERATIVE AI ACCELERATOR 2025

Google.org has launched a Generative AI Accelerator to support innovative projects addressing global challenges using artificial intelligence.

blog.google5 min read

AMAZON PAUSES US DRONE DELIVERIES

Amazon has temporarily halted its drone delivery operations in the US, citing challenges in scaling and regulatory hurdles.

yahoo.com3 min read

02RESEARCH & INNOVATION

TIKTOK RECOMMENDATION ALGORITHM

While this paper is slightly old, it is still the foundation on which much of the TikTok algorithm is built. The researchers built a collisionless embedding table, which helps for research on features to keep them unique.

arxiv.org35 min read

DEPTH FOUNDATION MODEL

This study incorporates a robust monocular relative depth model into the recurrent stereo-matching framework, building a new framework for depth foundation model-based stereo-matching.

arxiv.org18 min read

AERIAL DETECTION

This repo is a technical practice to fine-tune large multimodal language models for oriented object detection.

github.comGitHub repository

03ENGINEERING & RESOURCES

SELF ADAPTIVE LANGUAGE MODELS

Sakana AI has released research and code for training language models that are adaptive during test time. This means that they can perform weight updates and learn while being run at inference.

github.comGitHub repository

EASY DICTIONARY LEARNING

There are many powerful toolkits for training SAEs. This particular one is the simplest and most hackable implementation out there for now. It has sensible baselines that lead to good performance.

github.comGitHub repository

WATERMARKING FRAMEWORK

Neural Honeytrace (NeurHT) is a robust plug-and-play watermarking framework against model extraction attacks.

github.comGitHub repository

04MISCELLANEOUS

SAMSUNG SPREADS VISION AI ACROSS ITS 2025 TV PORTFOLIO

Samsung's 2025 TV lineup introduces Vision AI, which enhances sound and picture quality, and smart features like Click to Search and Samsung Food. New models include Neo QLED 8K TVs with the Wireless One Connect Box and OLED TVs with upgraded AI processors and Glare-Free technology.

links.tldrnewsletter.com12 min read

WHY CONTEXT-AWARE AI AGENTS WILL GIVE US SUPERPOWERS IN 2025

In 2025, tech giants will shift from selling tools to offering enhanced human abilities through "augmented mentality," leveraging AI, AR, and conversational computing. By 2030, context-aware AI in wearable devices will provide superhuman capabilities, anticipating users' needs and integrating seamlessly into daily life. Companies like Meta and Google are positioned to lead this transformation, though careful regulation is necessary to prevent misuse and ensure responsible deployment.

links.tldrnewsletter.com8 min read

AVATAAR RELEASES NEW TOOL TO CREATE AI-GENERATED VIDEOS FOR PRODUCTS

Avataar has launched Velocity, an AI tool for generating product videos from links that targets brands who can't afford traditional video budgets, with backing from Peak XV and Tiger Global. Clients like HP and Victoria's Secret are already using the tool. Avataar differentiates through its data from 3D models, ensuring no glitches in videos, aiming to drive better conversion rates.

techcrunch.com4 min read