The fenbs blogAll articles
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- Context Engineering vs RAG: How Retrieval Fits the WorkRAG brings outside evidence into an answer. Context engineering decides how that evidence works with instructions, current state, and the rest of the input. · 7 min read
- Copilot for Research: Find Sources and Check the SummaryUse Microsoft Copilot to investigate a focused question, inspect the sources, and distinguish documented evidence from generated conclusions. · 5 min read
- Custom GPT: Instructions, Knowledge, and Reusable WorkUnderstand what a custom GPT packages, why instructions and knowledge have different jobs, and how to preserve a useful workflow when its configuration or platform changes. · 5 min read
- Gemini Saved Info and Memory: What Carries Between ChatsUnderstand Gemini’s instructions, memory, and personal context controls. Set useful preferences while keeping project rules and progress in an explicit work record. · 5 min read
- GitHub Copilot Memory: What Persists Between Coding SessionsGitHub Copilot can retain repository facts and coding preferences, but that is different from a project handoff. Here is how to check what exists and what your next session still needs. · 5 min read
- Glean Enterprise Search: Sources, Access, and Team ContextUnderstand where Glean fits in a team knowledge workflow, how connected sources affect results, and what to preserve after a search leads to real project work. · 5 min read
- How to Make ChatGPT Better at Your Actual TasksImprove the usefulness of an answer by defining the job, supplying the missing context, and showing what good looks like. Change one instruction at a time and keep the improvements that survive a fresh test. · 5 min read
- How to Use AI to Transcribe Audio: Choose a Tool, Check the OutputAI transcription converts recordings into searchable text in minutes, but accuracy depends on audio quality and your review process. Here is how to choose a method and verify speakers, timestamps, and wording. · 5 min read
- How to Use ChatGPT Ethically at Work and SchoolUse clear permission, honest disclosure, and accountable review to decide when AI assistance is appropriate and how to explain its contribution. · 5 min read
- Knowledge Management Process: Capture, Check, Share, ReuseTurn useful experience into maintained guidance with a repeatable path from capture to retirement. Give every stage an owner and a clear output. · 5 min read
- Motion AI Scheduling: Set Up Tasks and Review Your CalendarGive Motion realistic task inputs, then review the resulting calendar against the work you can actually do. Keep project decisions and handoffs separate from time blocks. · 5 min read
- NotebookLM Use Cases for Research, Study, and Shared WorkGemini Notebook (formerly NotebookLM) is most useful when you have a specific set of documents to analyze and want source-grounded answers. Here are the use cases where it delivers real value and where it needs support from other tools. · 6 min read
- Prompt Engineering Generators: How to Choose and Test OneA prompt generator produces a starting instruction from a goal you describe. This guide compares the main approaches, explains how to test whether a generated prompt actually improves your outputs, and shows where to keep the ones that work. · 6 min read
- AI Analysis: Turn Source Material Into Checked FindingsUse AI to organize documents and tables, then check the evidence behind each finding. Keep sources, assumptions and human conclusions available for the next round of work. · 5 min read
- How to Build an AI Chatbot That Answers FAQs AccuratelyAn AI chatbot for FAQs works when you start with approved sources, write clear answer rules, and build a process for handling gaps and corrections. Here is how to set one up that stays accurate. · 5 min read
- AI Consulting for Beginners: Scope a First ProjectStart your first AI consulting project with one work problem, a clear boundary, and a result the client can review. Agree on evidence and ownership before expanding the work. · 6 min read
- AI for Drafting Email: Turn a Clear Brief Into a MessageStart a new work email with a reliable brief, then revise its structure, tone, and next action. Keep the facts stable while AI helps with the wording. · 5 min read
- AI for Lawyer Billing: Draft Narratives From Real WorkUse AI to turn verified work records into clear draft billing narratives. Preserve actual time, protect client information, and have a responsible lawyer approve every entry. · 5 min read
- AI for Teaching Reading: Passages, Questions, and FeedbackTeachers can use AI to draft reading passages, comprehension questions, and scaffolded practice activities, while reviewing each for suitability and level accuracy. Here is a practical approach and how to keep learning goals and effective activity prompts reusable. · 5 min read
- AI in Public Health: Research, Communication, and ReviewPublic health teams use AI to speed up literature review, draft communications, and analyze public-source data — but the evidence check and the approved decisions behind each project have to stay with people. · 5 min read
- AI Tools for UX Designers: Research, Synthesis, and ReviewChoose AI tools by the UX work you need to do: prepare a study, organize participant evidence, or keep design decisions shared. Keep generated suggestions separate from research findings. · 8 min read
- Can ChatGPT Transcribe Audio? Files, Voice, and LimitsChatGPT can transcribe audio through voice mode and audio file uploads in some plans, using OpenAI's Whisper model. Here is what each method can do, where accuracy drops, and how to make the results usable. · 6 min read
- Claude Code vs Hermes: Comparing Agent WorkflowsClaude Code is a coding-focused agent that works on your local filesystem. Hermes is a general agent framework built around fine-tuned models suited to tool-use tasks. Here is how they compare on workflow, tool access, and session continuity. · 6 min read
- What Is the CLAUDE.md Equivalent for ChatGPT?ChatGPT has no CLAUDE.md file. Here are the right places to put project instructions in ChatGPT, and how to keep cross-assistant rules in one place. · 5 min read
- Claude Project Knowledge Not Working? Check What Is LoadedTest whether Claude can find the right project file, read the relevant passage, and apply the current instruction. Fix one failure at a time. · 5 min read
- Claude Projects Templates for Repeatable WorkReusable Claude Projects setups — with a goal, custom instructions, reference files, and review checks — for writing, research, coding and client work. Copy, adjust, and save the approved version where every session can read it. · 5 min read
- Codex Agent Memory: Keep Context Between SessionsGive Codex a reliable starting point with project instructions, reviewed memory, and a short handoff. Test a fresh session before trusting what carries forward. · 5 min read
- Formal Letter AI Prompts for Work and SchoolUse adaptable prompts to draft a formal request, a complaint, or a school letter. Check the facts and tone before putting your name on it. · 5 min read
- Google AI Tutor: Use Gemini for Structured StudyTurn Gemini into a study partner with a clear goal, questions that reveal gaps, and answer checks against your course materials. Keep recurring difficulties visible between sessions. · 5 min read
- Guru Alternatives for Shared Team KnowledgeThe right Guru alternative depends on whether your team needs verified answers, better reference pages or shared context for AI work. Compare five options by the job each one does best. · 8 min read
- How to Save AI Mode Chats and Useful Search FindingsUse Google AI Mode history to revisit a search, then save the verified findings and original sources separately. Here is a practical way to keep research useful after the chat ends. · 6 min read
- How to Use ChatGPT's Branch in New ChatBranching a ChatGPT conversation starts a new chat from any earlier point in the exchange, leaving the original intact. Here is how branching works, what context carries forward, and how to keep the chosen direction recorded so future sessions start from the right place. · 5 min read
- How to Make Claude Designs Look Less AI-GeneratedGive Claude a specific user task, real content and clear visual constraints. Then critique the rendered interface in small steps instead of asking for a vague improvement in taste. · 5 min read
- NotebookLM Context Window: Sources, Limits, and Chat HistoryNotebookLM, now called Gemini Notebook in Google help, keeps sources and chat history. Those collections are different from the material a model uses for a particular answer. · 5 min read
- Second Brain vs. GTD: Knowledge, Actions, and AI ContextA second brain helps you reuse knowledge. Getting Things Done helps you manage commitments. Combine them by linking useful material to clear actions and keeping approved decisions visible. · 7 min read
- Build a Second Brain With Google AppsUse Keep for capture, Drive for references, Docs for explanations, and Tasks for reminders. A short review turns that collection into knowledge you can actually use in your next project session. · 6 min read
- System Prompt Leaks: Causes, Limits, and Safer InstructionsSystem instructions can be exposed, guessed, or invented in a response. Keep secrets outside them and enforce access through the application rather than the model. · 6 min read
- AI Agents for Science: Literature, Experiments, and ChecksAI agents support scientific work through literature search, experiment planning, and data organization. Claims still need verification from primary sources before they become evidence. · 5 min read
- AI Agents for Students: Research, Study Plans, and ChecksAI agents help students find sources, plan study sessions, and test their understanding. Assessed work stays the student's own. Verified sources stay in fenbs. · 5 min read
- AI Context Builders: Assemble a Useful Assistant BriefAn AI context builder selects the instructions, sources, and work state an assistant needs for a specific task. Compare practical approaches and build a small, reviewable input before automating the process. · 8 min read
- AI for Non-Programmers: Start With Work You Can CheckYou can use AI for research, writing, and planning without learning to code. Begin with a small task, supply the relevant information, and check the result before using it. · 5 min read
- OpenCart AI: Product Content and Support WorkflowsChoose an OpenCart AI workflow you can inspect and reverse. Check extensions carefully, draft from verified product information, and review every customer-facing result. · 5 min read
- AI-Generated Ad Copy: Write, Test, and Record What WorksDraft useful ad variations from an approved brief, review every claim, and keep campaign lessons that improve the next round. · 5 min read
- AI in Construction Management: Plans, Documents, and HandoffsUse AI to prepare look-ahead plans, compare document revisions, and turn site notes into clear follow-ups. Keep approved drawings, professional decisions, and field verification in control. · 7 min read
- AI in HR Case Studies: Evidence, Limits, and LessonsDocumented HR AI pilots show where AI helps with screening, onboarding, and policy work, and where a person must stay in the loop. Here is what the primary evidence shows, where common pilots fall short, and how teams preserve the lessons. · 7 min read
- AI for Windows 10: Browser Tools and Desktop OptionsWindows 10 users can access capable AI tools through any modern browser, and several desktop apps are available too. Here is how to check compatibility and choose the right fit. · 5 min read
- AI to Fix Code: Choose a Tool and Verify the RepairAI coding assistants can propose fixes for bugs, but the quality of the repair depends on how well you describe the failure. Here is how to supply the right evidence and verify the result. · 5 min read
- ChatGPT Deep Research Error Loading App: What to CheckAn error loading the app does not identify one cause. Preserve the research brief, then separate a browser or network problem from an account issue or service interruption. · 5 min read