PinnedSandi BeseninTowards Data ScienceKey Insights for Teaching AI Agents to RememberRecommendations on building robust memory capabilities based on experimentation with Autogen’s “Teachable Agents”Sep 102Sep 102
PinnedSandi BeseninTowards Data ScienceThe Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A…We set out to uncover the key design elements for AI Agents to effectively execute complex goals. This article summarizes our findings.Apr 236Apr 236
PinnedSandi BeseninAI MindLLM Embeddings — Explained SimplyEmbeddings are the fundamental reasons why large language models such as OpenAi’s GPT-4 and Anthropic’s Claude are able to contextualize…Jul 25, 20233Jul 25, 20233
Sandi BeseninTowards Data ScienceAI Shapeshifters: The Changing Role of the AI Engineer and Applied Data ScientistThe role of AI Engineer and Applied Data Scientist has undergone a remarkable transformation. Where is it heading and how can we prepare?Aug 7Aug 7
Sandi BeseninTowards Data ScienceThe Intersection of Memory and Grounding in AI SystemsUnderstanding the 4 key types of memory, the methods of language model grounding, and the role memory plays in the process of groundingJul 241Jul 241
Sandi BeseninTowards Data ScienceThe Important Role of Memory in Agentic AIMemory will be a critical component that dramatically improves the performance of AI systems — both in accuracy and efficiency.Jun 181Jun 181
Sandi BeseninTowards Data ScienceThe Limitations and Advantages of Retrieval Augmented Generation (RAG)Exploring situations in which Retieval Augemented Generation (RAG) excels and those in which it falls shortApr 15Apr 15
Sandi BeseninTowards Data ScienceThe Death of the Static AI BenchmarkBenchmarks are often hailed as a hallmark of success but recent research studies and industry grumblings are casting doubt about their…Mar 211Mar 211
Sandi BeseninAI MindAI : From Helper to Human ValidatorWill Language Models Transition from Helper to Mandatory Validator?Read More About its Potential Benefits and Risks in This Thought Piece.Mar 121Mar 121
Sandi BeseninAI MindThere’s a New Winner in Town — Anthropic’s Claude 3Anthropic’s Claude3 models now reign against other top performing models like GPT and GeminiMar 5Mar 5