Reflection 70B model maker breaks silence amid fraud accusations (6 minute read)
Matt Shumer, CEO of OthersideAI, faced criticism after third-party researchers couldn't replicate the performance of his new large language model, Reflection 70B. Shumer attributed the discrepancies to issues during the model's upload process and has apologized for getting ahead of himself. The AI community remains skeptical and awaits further clarification.
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How Memphis became a battleground over Elon Musk's xAI supercomputer (15 minute read)
Elon Musk's xAI is building "Colossus," the world's largest supercomputer, in Memphis to support its AI chatbot, Grok. The project has faced criticism for environmental oversight issues and its substantial energy and water demands. Despite these concerns, xAI aims to rapidly advance its AI capabilities while impacting the local community.
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Runway announces an API for its video-generating AI models (4 minute read)
Runway announced an API to integrate its Gen-3 Alpha Turbo video-generation model into third-party platforms, with pricing at one cent per credit. Concerns over copyrighted training data persist, with Runway refusing to disclose sources and similar claims impacting competitors like OpenAI and Nvidia. Legal uncertainties continue, but AI-driven video tools are expected to disrupt the film and TV industry significantly.
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High-Quality music restoration (12 minute read)
There are many compression formats that reduce the quality of music, especially at low bitrates. This method proposes a way to dramatically improve music quality after it has been compressed.
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Face Anti-Spoofing (26 minute read)
DiffFAS is a new framework to tackle domain shift challenges in the face of anti-spoofing systems. By deconstructing domain shifts into image quality and style, the system generates high-fidelity attack faces and improves performance across different domains and attack types.
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Handwritten Text Recognition (4 minute read)
Researchers propose a data-efficient Vision Transformer (ViT) method for handwritten text recognition, using CNN for feature extraction and a Sharpness-Aware Minimization optimizer.
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The Button Problem of AI (11 minute read)
Despite initial hype, AI tools like GPT-4 have led to incremental productivity gains rather than transformative change. AI often gets "buttonified" into small, discrete tasks, limiting its impact on overall workflows. Successful startups may need to innovate beyond current applications to fully realize AI's potential.
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On OpenAI's "Strawberry" and Reasoning (6 minute read)
OpenAI's new o1-preview AI, part of the "Strawberry" enhanced reasoning system, shows impressive capabilities in solving complex problems requiring planning and iteration, outperforming human experts in areas like advanced physics. While it still has limitations, such as occasional errors and hallucinations, it marks a significant leap in AI's ability to independently arrive at solutions. As AI systems become more autonomous, professionals must adapt to new roles in guiding and verifying AI-generated outputs.
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Thanks for reading,
Andrew Tan & Andrew Carr
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