Showing 761–780 of 1421 insights
| Title | Episode | Published | Category | Domain | Tool Type | Preview |
|---|---|---|---|---|---|---|
| Custom Models Priority | EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J | 7/25/2025 | Opinions | Ai-development | - | Emphasizing custom models and specialist training highlights that tailored computer vision solutions often outperform generic, off-the-shelf alternati... |
| Expanding AI Ecosystem | EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J | 7/25/2025 | Opinions | Ai-development | - | The abundance of AI tools on the market today indicates a rapidly expanding ecosystem that developers can leverage for diverse applications. |
| Resistance to New Tools | EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J | 7/25/2025 | Opinions | Ai-development | - | Teams often hesitate to adopt newer AI tooling due to comfort with established workflows, underscoring the importance of change management in AI produ... |
| Dedicated UI Controls | EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J | 7/25/2025 | Opinions | Frontend | - | Advocates for designing dedicated mechanical or software buttons for each critical control area to improve user experience and reduce operational erro... |
| AI Dev Enthusiasm | EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J | 7/25/2025 | Opinions | Ai-development | - | Observe the widespread enthusiasm in AI development communities as a signal of strong grassroots momentum and opportunity. |
| AI Exec Orders Impact | EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J | 7/25/2025 | Opinions | Ai-development | - | Recognize that AI executive orders can significantly shape development priorities and regulatory compliance requirements for AI products. |
| Research Before Adoption | EP - 9 - AI Exec Orders, Qwen 3 Coder, JSON Veo3 Demo and Graph RAG Deep Dive with Neo4J | 7/25/2025 | Opinions | Ai-development | - | Emphasize the importance of researching and verifying AI trends rather than following popular hype to avoid misguided investments. |
| Revisiting Vector Pipelines | Ep 8 (Audio Only) | 7/18/2025 | Opinions | Devops | - | Periodically review and integrate emerging vector conversion pipelines, as they can offer optimized algorithms and managed services previously overloo... |
| Vectorization Is Not Always Needed | Ep 8 (Audio Only) | 7/18/2025 | Opinions | - | - | You don’t need to vectorize every file or dataset—simple retrieval from small knowledge bases is often sufficient for many chatbots. |
| ChatGPT’s Embedding Limits | Ep 8 (Audio Only) | 7/18/2025 | Opinions | Ai-development | - | While ChatGPT’s document upload and embedding store works for narrow, session- or user-based use, it lacks scalability for broader enterprise applicat... |
| Use-Case Drives Storage Choice | Ep 8 (Audio Only) | 7/18/2025 | Opinions | Database | - | Whether to use a dedicated vector store versus SQL or MongoDB depends entirely on your specific data retrieval requirements and scale. |
| RAG Beyond Embeddings | Ep 8 (Audio Only) | 7/18/2025 | Opinions | Database | - | Retrieval-augmented generation should be viewed broadly to include SQL and graph retrieval methods, not just vector embeddings. |
| Structured Data Over LLM Shove | Ep 8 (Audio Only) | 7/18/2025 | Opinions | Ai-development | - | Rather than indiscriminately feeding unstructured data into LLMs, invest in transforming it into structured formats to avoid hallucinations and improv... |
| Simplicity Beats Complexity | Ep 8 (Audio Only) | 7/18/2025 | Opinions | Ai-development | - | Extensive AI agent architectures and heavy prompt engineering can be outperformed by a simple prompt plus vectorized retrieval, reminding engineers no... |
| Privacy-First Geolocation | Ep 8 (Audio Only) | 7/18/2025 | Opinions | - | - | Opt out of geolocating users within a property to reduce friction and respect privacy while capturing inspection data via voice. |
| Simpler Tools Over Hype | Ep 8 (Audio Only) | 7/18/2025 | Opinions | Ai-development | - | The best AI solution may be a simpler, older tool rather than the latest shiny model, emphasizing pragmatic fit over novelty. |
| Embeddings vs. Keyword Search | Ep 8 (Audio Only) | 7/18/2025 | Opinions | Ai-development | - | LLM search driven by semantic similarity in embedding space is far more sophisticated and efficient than basic keyword matching, enabling nuanced quer... |
| RAG for Personalization | Ep 8 (Audio Only) | 7/18/2025 | Opinions | Ai-development | - | Treat RAG embeddings as tools to make LLMs aware of personal or organizational data, bridging the gap between general pretraining and your specific co... |
| Interaction Data Accelerant | Ep 8 (Audio Only) | 7/18/2025 | Opinions | Ai-development | - | Unlike traditional software, user interaction data in AI-enabled products acts as an accelerant across the entire customer base, significantly boostin... |
| Free Usage for Data | Ep 8 (Audio Only) | 7/18/2025 | Opinions | Ai-development | - | Offering AI products for free can be more cost-effective than the value of user interaction data collected, as the data far outweighs GPU and operatio... |
© 2025 The Build. All rights reserved.
Privacy Policy