Tag: loop
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Chip Huyen: Common pitfalls when building generative AI applications
Source URL: https://huyenchip.com//2025/01/16/ai-engineering-pitfalls.html Source: Chip Huyen Title: Common pitfalls when building generative AI applications Feedly Summary: As we’re still in the early days of building applications with foundation models, it’s normal to make mistakes. This is a quick note with examples of some of the most common pitfalls that I’ve seen, both from public case…
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Simon Willison’s Weblog: Quoting gwern
Source URL: https://simonwillison.net/2025/Jan/16/gwern/#atom-everything Source: Simon Willison’s Weblog Title: Quoting gwern Feedly Summary: […] much of the point of a model like o1 is not to deploy it, but to generate training data for the next model. Every problem that an o1 solves is now a training data point for an o3 (eg. any o1 session…
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Rekt: The Idols NFT – Rekt
Source URL: https://www.rekt.news/ Source: Rekt Title: The Idols NFT – Rekt Feedly Summary: Some reflections are better left unseen. The Idols NFT found out the hard way – never trust a mirror. A flaw in their reward system let an attacker drain 97 stETH ($324k) by setting sender and receiver to the same address. AI…
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Alerts: CISA Releases the JCDC AI Cybersecurity Collaboration Playbook and Fact Sheet
Source URL: https://www.cisa.gov/news-events/alerts/2025/01/14/cisa-releases-jcdc-ai-cybersecurity-collaboration-playbook-and-fact-sheet Source: Alerts Title: CISA Releases the JCDC AI Cybersecurity Collaboration Playbook and Fact Sheet Feedly Summary: Today, CISA released the JCDC AI Cybersecurity Collaboration Playbook and Fact Sheet to foster operational collaboration among government, industry, and international partners and strengthen artificial intelligence (AI) cybersecurity. The playbook provides voluntary information-sharing processes that, if adopted,…
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Hacker News: Kubernetes horizontal pod autoscaling powered by an OpenTelemetry-native tool
Source URL: https://www.dash0.com/blog/autoscaling-your-kubernetes-application-with-dash0 Source: Hacker News Title: Kubernetes horizontal pod autoscaling powered by an OpenTelemetry-native tool Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides an in-depth analysis of the Horizontal Pod Autoscaler (HPA) in Kubernetes and its ability to automate application scaling based on telemetry data, emphasizing the importance of application-level…
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Hacker News: SOTA on swebench-verified: relearning the bitter lesson
Source URL: https://aide.dev/blog/sota-bitter-lesson Source: Hacker News Title: SOTA on swebench-verified: relearning the bitter lesson Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses advancements in AI, particularly around leveraging large language models (LLMs) for software engineering challenges through novel approaches such as test-time inference scaling. It emphasizes the key insight that scaling…