LLM Knowledge Bases Something I'm finding very useful recently: using LLMs to build personal knowledge bases for various topics of research interest. ...

Related stories

• MODA: $25 of LLM-graded labels beat 1.5M purchase labels for fashion search

  7.5

  Researchers found that using $25 worth of LLM-generated labels outperformed 1.5 million purchase-based labels for fashion search relevance. The MODA method uses large language models to create high-quality training data at minimal cost. This approach could significantly reduce the expense of building effective search and recommendation systems.

• Telnyx, LiteLLM and Axios: the supply chain crisis

  7.5

  A series of supply chain attacks has affected npm and PyPI repositories within two weeks. The use of large language models is exacerbating these security issues, and existing mitigation measures are insufficient to address the problem.

• ‘Starkiller’ Phishing Service Proxies Real Login Pages, MFA

  7.5

  A new phishing-as-a-service called Starkiller uses disguised links to load real login pages from target brands. It acts as a relay between victims and legitimate sites, forwarding usernames, passwords, and MFA codes to bypass security measures.

• RLMs are the new reasoning models

  6.5

  RLMs (Reinforcement Learning Models) represent a new approach to reasoning models that combine reinforcement learning with language model capabilities. This emerging paradigm aims to enhance AI systems' ability to perform complex reasoning tasks through iterative learning and feedback mechanisms.

• Here’s how I got full admin rights in a Replit clone

  6.5

  A security researcher discovered a vulnerability that allowed obtaining full administrator rights in a Replit clone. The vulnerability stemmed from running untrusted code in an insecure manner. This highlights the importance of proper security practices when executing external code.