Bittensor marks first TAO halving on December 14th

Bitcoin is currently undergoing its fourth quadrennial halving, and other decentralized projects have adopted similar supply reduction cycles, with Bittensor nearing its first halving since its launch in 2021. Bittensor, a decentralized open source machine learning network built around specialized “subnets” that power the market for AI services, is expected to undergo its first halving…

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Why AI coding agents aren’t production-ready: weak context windows, broken refactorings, and missing operational awareness

Remember this Quora comment (which also became a meme)? (sauce: quora) Large Language Models (LLM) In the pre-Stack Overflow era, the challenge was insight. which one Code snippets can be effectively adopted and adapted. Generating code is now much easier, but the bigger challenge lies in reliably identifying and integrating high-quality, enterprise-grade code into production…

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Bitmine buys $199 million in ETH with smart money traders shorting ETH

Despite the industry’s most successful traders betting on Ethereum’s price to fall, Bitmine Immersion Technologies, the world’s largest corporate holder of Ethereum, continues to buy on the bullshit. According to blockchain data platform Lookonchain, Bitmine has acquired $199 million worth of ether (ETH) in the past two days through purchases of $68 million on Saturday…

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MIT researchers use AI and robotics to ‘bring objects into existence’ | Massachusetts Institute of Technology News

Generative AI and robotics bring us closer and closer to the day when we can request an object and have it created within minutes. In fact, researchers at MIT have developed an audio reality system, an AI-driven workflow that allows input into a robotic arm to “bring objects into existence audibly,” creating furniture and more…

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Denial of AI is becoming a corporate risk: Why ignoring “slop” obscures real capability gains

Three years ago, ChatGPT was born. This took the world by surprise and sparked unprecedented investment and excitement in AI. Currently, ChatGPT is still in its infancy, but public opinion about the AI ​​boom is rapidly becoming negative. This transition began when OpenAI released GPT-5 this summer. to various reviewsMost of them, understandably, come from…

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AI “confession fluid”: OpenAI’s new way to train models to confess their mistakes

OpenAI researchers "whitening agent" Force large-scale language models (LLMs) to self-report cheating, hallucinations, and policy violations. This technique, "confession," Address growing concerns with enterprise AI. Models can be dishonest, exaggerating their confidence or hiding shortcuts to getting to the answer. In real-world applications, this technology advances the creation of more transparent and manipulable AI systems….

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Rapid engineering for time series analysis

In this article, you will learn practical prompt engineering patterns that make large language models useful and reliable for time series analysis and prediction. Topics covered include: How to frame temporal context and extract useful signals How to combine LLM inference with classical statistical models How to structure data for predictions, anomalies, and domain constraints…

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AWS launches Kiro powers, integrating Stripe, Figma, and Datadog for AI-assisted coding

Amazon Web Services on Wednesday introduced Kiro powers, a system that allows software developers to instantly provide expertise on specific tools and workflows to AI coding assistants. This addresses what the company calls a fundamental bottleneck in the way artificial intelligence agents operate today. AWS made the announcement at its annual re:Invent conference in Las…

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