The rapid development of large language models (LLMs) has opened new avenues across various fields, including cybersecurity, which faces an evolving threat landscape and demand for innovative technologies. Despite initial explorations into the applicatio
We explore the effectiveness of vLLM for the case a prefix is shared among different input prompts
New {ref}plugins <plugin-directory> since the last release include llm-mistral, llm-gemini, llm-ollama and llm-bedrock-meta. The keys.json file for storing API keys is now created with 600 file permissions. #351 Documented {ref}a pattern <homebrew-warning> for installing plugins that depen...
General LLMs like ChatGPT aren’t a complete solution to the scaling problem. Considering LLMs' speed, control, cost and quality limitations, we created our own ML model trained to extract structured data from most websites and integrate it within a web scraping API that already solves websit...
There have been, in the past, bugs in PostgreSQL that could cause data corruption even if the incoming connection was not authenticated. As good policy: Always have PostgreSQL behind a firewall. Ideally, it should have a non-routable private IP address, and only applications that are within ...
Combined, this means that when the function was created,EXECUTEwas granted toPUBLIC. TheREVOKEwas a no-op, because there was no explicit grant of privileges tolowpriv. How do we fix it? First, we can revoke that undesirable first grant toPUBLIC: ...
pareto-lang was first observed during experiments testing transformer model behavior under sustained recursive interpretive analysis. The structured .p/ command patterns emerged spontaneously during recovery from induced failure states, suggesting they function as an intrinsic self-diagnostic framework rather th...
In the early days of LLM building, development teams assumed that bigger was always better. The more parameters used, it was assumed, the more accurate the answers produced would be. More recently, developers have been finding that bigger is not always better—sometimes LLMs can be made smarte...
The “Stop the steal” Facebook group was shut down quickly, but only after, as the New York Times reports, it “had amassed more than 320,000 users — at one point gaining 100 new members every 10 seconds.” Many similar groups have popped up since. While this problem, as we’ve ...
When LLMs become influencers Feb 10, 20255 mins opinion The DeepSeek lesson Feb 03, 20255 mins Show me more news Critical deserialization bug in Apache Parquet allows RCE By Shweta Sharma Apr 04, 20251 min AnalyticsBig DataVulnerabilities ...