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Source channel @githubtrending · Post #14925 · Jul 7

#typescript#12_factor#12_factor_agents#agents#ai#context_window#framework#llms#memory#orchestration#prompt_engineering#rag The 12-Factor Agents are a set of proven principles to build reliable, scalable, and maintainable AI applications powered by large language models (LLMs). They help you combine the creativity of AI with the stability of traditional software by managing prompts, context, tool calls, error handling, and human collaboration effectively. Instead of relying solely on complex frameworks, you can apply these modular concepts to improve your existing products quickly and reach high-quality AI performance for real users. This approach makes AI software easier to develop, debug, and scale, ensuring it works well in production environments[1][3][5]. https://github.com/humanlayer/12-factor-agents

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AI & Law

@ai_and_law · Post #522 · 03/10/2025, 08:04 AM

❗️Turing Award Winners Sound the Alarm on AI Safety Andrew Barto and Richard Sutton, pioneers of foundational AI training method and recipients of this year’s Turing Award, are using their moment in the spotlight to issue a stark warning: AI companies are prioritizing profit over safety. Comparing the current approach to “building a bridge and testing it by having people use it,” they criticize the industry for rushing AI models to market without sufficient safeguards. Their concerns echo those of other leading AI researchers, including past Turing Award winners Geoffrey Hinton and Yoshua Bengio, who have also warned about the risks of unchecked AI development. With OpenAI shifting toward a for-profit model and major AI firms racing to deploy new technologies, the debate over responsible AI governance is more urgent than ever. #AI#AIGovernance#TuringAward#AISafety#ResponsibleAI

Venture Village Wall 🦄

@venturevillagewall · Post #4349 · 03/09/2025, 10:00 PM

Weekly AI Digest: Key Developments 🔹 Anthropic raises $3.5B through incremental funding rounds. Read more 🔹 QwQ 32B launched, slightly trailing top performers. Details here 🔹 Wan 2.1 remains a top open-source model amid competition. Learn more 🔹 Hunyuan Image2Video: Tencent's response to Alibaba's offering. Explore here 🔹 SourceCraft introduces cloud-based team development as VM replacement. More info 🔹 Apple's Mac Studio handles demanding models and LLMs. Discover more 🔹 SpeechSense analyzes customer conversations using LLM technology. Details 🔹 RL wins Turing Award, recognized with a $1M prize. Full story 🔹 Bitcoin drops to $82,223; Ethereum to $1,998, with $243M in liquidations. Read market update. #AI#Crypto#VC#Anthropic#Bitcoin#Ethereum#Hunyuan#Tencent#AIModels#OpenSource#MacStudio#SpeechSense#Investments#Funding#TuringAward#Liquidations#QwQ#SourceCraft#SmartTech