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| domain | simonwillison.net |
| summary | The document appears to be a collection of various topics related to large language models (LLMs), AI agents and their applications in different contexts such as security measures against prompt injections by Google, the use of tools like ChatGPT for technology tasks including those performed by UK's tech secretary Peter Kyle. It also discusses new developments from Microsoft Phi-4-reasoning model along with other LLMs' updates that include Microsoft's Gemini 2.5 Pro and OpenAI models such as Meta Llama which is open source due to the EU AI act, Google's Gemma 3 among others like CaMeL for mitigating prompt injection attacks by using fragments or template plugins etc. The document also highlights challenges with large context support in some of these systems while showcasing new features from other platforms including Microsoft's model that can run tools through terminal and OpenAI's capability to provide descriptions which are then added into the user's tool collection among others like Llama 4, Google's approach for AI agent security along with its introduction. The document also emphasizes on Google’s Gemma 3 as a notable addition within this field in 2025. Additionally it talks about Microsoft's new audio models and other interesting cases such as an automaton called 'Squadron'. There are mentions of the least dangerous form of LLM mistakes being hallucinations when coding with some emphasis on code generation using these language learning systems for better programming practices like vibe-coding which although can generate errors still provides a good experience. The document also includes discussions about extracting structured data from unstructured content via new techniques and AI-assisted search-based research currently in place as well providing an interesting study of Google's approach to agent security through their model "Phi-4-reasoning". |
| title | Simon Willison’s Weblog |
| description | Simon Willison’s Weblog |
| keywords | llms, agent, research, more, model, have, tools, prompt, time, code, paper, agents, models, using, like, june, tool |
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| nslookup | A 104.21.32.1, A 104.21.96.1, A 104.21.64.1, A 104.21.112.1, A 104.21.80.1, A 104.21.48.1, A 104.21.16.1 |
| created | 2024-02-14 |
| updated | 2025-06-15 |
| summarized | 2025-06-15 |
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