Tag: llms

  • Simon Willison’s Weblog: too many model context protocol servers and LLM allocations on the dance floor

    Source URL: https://simonwillison.net/2025/Aug/22/too-many-mcps/#atom-everything Source: Simon Willison’s Weblog Title: too many model context protocol servers and LLM allocations on the dance floor Feedly Summary: too many model context protocol servers and LLM allocations on the dance floor Useful reminder from Geoffrey Huntley of the infrequently discussed significant token cost of using MCP. Geoffrey estimate estimates that…

  • Unit 42: Logit-Gap Steering: A New Frontier in Understanding and Probing LLM Safety

    Source URL: https://unit42.paloaltonetworks.com/logit-gap-steering-impact/ Source: Unit 42 Title: Logit-Gap Steering: A New Frontier in Understanding and Probing LLM Safety Feedly Summary: New research from Unit 42 on logit-gap steering reveals how internal alignment measures can be bypassed, making external AI security vital. The post Logit-Gap Steering: A New Frontier in Understanding and Probing LLM Safety appeared…

  • Schneier on Security: Subverting AIOps Systems Through Poisoned Input Data

    Source URL: https://www.schneier.com/blog/archives/2025/08/subverting-aiops-systems-through-poisoned-input-data.html Source: Schneier on Security Title: Subverting AIOps Systems Through Poisoned Input Data Feedly Summary: In this input integrity attack against an AI system, researchers were able to fool AIOps tools: AIOps refers to the use of LLM-based agents to gather and analyze application telemetry, including system logs, performance metrics, traces, and alerts,…

  • The Register: Open the pod bay door, GPT-4o

    Source URL: https://www.theregister.com/2025/08/20/gpt4o_pod_bay_door/ Source: The Register Title: Open the pod bay door, GPT-4o Feedly Summary: Researchers use LLM in ‘AI Space Cortex’ to automate robotic extraterrestrial exploration Businesses may be struggling to find meaningful ways to use artificial intelligence software, but space scientists at least have a few ideas about how to deploy AI models.……

  • Simon Willison’s Weblog: llama.cpp guide: running gpt-oss with llama.cpp

    Source URL: https://simonwillison.net/2025/Aug/19/gpt-oss-with-llama-cpp/ Source: Simon Willison’s Weblog Title: llama.cpp guide: running gpt-oss with llama.cpp Feedly Summary: llama.cpp guide: running gpt-oss with llama.cpp Really useful official guide to running the OpenAI gpt-oss models using llama-server from llama.cpp – which provides an OpenAI-compatible localhost API and a neat web interface for interacting with the models. TLDR version…

  • Simon Willison’s Weblog: Google Gemini URL Context

    Source URL: https://simonwillison.net/2025/Aug/18/google-gemini-url-context/ Source: Simon Willison’s Weblog Title: Google Gemini URL Context Feedly Summary: Google Gemini URL Context New feature in the Gemini API: you can now enable a url_context tool which the models can use to request the contents of URLs as part of replying to a prompt. I released llm-gemini 0.25 with a…

  • Shabie’s blog: Agents are search over action space

    Source URL: https://shabie.github.io/2025/08/18/agents-are-search-over-action-space.html Source: Shabie’s blog Title: Agents are search over action space Feedly Summary: It’s no secret that today’s LLM-based agents are unreliable. This makes them a gamble for most critical tasks, so where can they be safely applied? The answer lies in finding asymmetry: we should use them in domains where the downside…

  • Simon Willison’s Weblog: TIL: Running a gpt-oss eval suite against LM Studio on a Mac

    Source URL: https://simonwillison.net/2025/Aug/17/gpt-oss-eval-suite/#atom-everything Source: Simon Willison’s Weblog Title: TIL: Running a gpt-oss eval suite against LM Studio on a Mac Feedly Summary: TIL: Running a gpt-oss eval suite against LM Studio on a Mac The other day I learned that OpenAI published a set of evals as part of their gpt-oss model release, described in…

  • Slashdot: AI Is Reshaping Hacking. No One Agrees How Fast

    Source URL: https://it.slashdot.org/story/25/08/16/1936221/ai-is-reshaping-hacking-no-one-agrees-how-fast Source: Slashdot Title: AI Is Reshaping Hacking. No One Agrees How Fast Feedly Summary: AI Summary and Description: Yes Summary: The text discusses advancements in AI agents presented at the Black Hat conference, highlighting how these innovations could potentially enhance the capabilities of cybersecurity defenders. However, it also underscores the duality of…