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36 results for “reasoning” (members search the full text)

• PromptBuilderDeepSeekAlgorithm Reasoning WalkthroughTracing a small example by hand is a practical way to catch logic errors in reasoning-focused models.
• Q&AStarterAny assistantWhat is a reasoning model and when should I use one?A reasoning model is an AI model designed to work through a problem in steps before giving its answer, often by spending extra time thinking.
• AgentBuilderDeepSeekDeepSeek Code Debugger with Explicit ReasoningDebugs a failing script by stating hypotheses, tracing the code against the error, and proposing the smallest fix with a way to prove it.
• AgentBuilderDeepSeekDeepSeek Reasoning Code Review BotA small Python command-line bot that sends one source file to the DeepSeek chat API in reasoning mode and prints a prioritized code review.
• GuideBuilderAny assistantReasoning Models and Chain-of-Thought PromptingLearn what reasoning models do differently, when step-by-step thinking helps, when it only adds cost, and how to prompt each kind well.
• PromptProDeepSeekSQL Performance ReasoningAsking for step-by-step reasoning about where the time goes encourages the model to work from the schema and plan rather than apply generic tips.
• PromptBuilderLlamaTest a Local Open Model FairlyFive small tasks that you can judge yourself reveal summary quality, format discipline, coding, explanation and reasoning.
• PromptBuilderDeepSeekWork Through a Problem and Verify ItA second method catches slips that a single pass can hide.
• Q&AStarterAny assistantDoes telling AI to "think step by step" actually help?It can help on math, logic and multi-step problems with standard chat models, but dedicated reasoning models already think before answering, so the phrase adds little there.
• Q&AStarterAny assistantShould I use the biggest AI model for everything?No. Use a lighter, faster model for simple tasks such as rewriting, classifying or short summaries, and save the most capable one for complex reasoning, long documents and hard code.
• Q&AStarterAny assistantWhy is my AI assistant so slow to respond?AI assistants are slow when many people are using the service, when you picked a reasoning or deep research mode that thinks before answering, or when your chat is very long.
• AgentStarterAny assistantDecision Journal CoachHelps you record a decision, the options and your prediction with a review date, then later checks how well your judgement matched reality.
• AgentBuilderDeepSeekDeepSeek Step-by-Step Math and Logic CheckerChecks a calculation or argument one step at a time, recomputes each step independently and reports the first step that fails.
• AgentStarterAny assistantLogic and Bias CheckerFinds logical fallacies and thinking biases in an argument or decision, explains each in plain English and shows how to fix the reasoning.
• PromptBuilderDeepSeekComplexity and Bug CheckRequiring a triggering input for each bug filters out false alarms, which are a common problem in automated reviews.
• AgentStarterAny assistantAssumption AuditorPulls out the hidden assumptions behind a plan or belief, rates the risk if each is wrong and proposes cheap tests to check them.
• AgentStarterMicrosoft CopilotCopilot Excel and Outlook Assistant That Shows Its LogicHelps with spreadsheet formulas and email drafts, and always shows the exact formula or the reasoning behind the draft so you can check it.
• AgentBuilderAny assistantDepth AuditorScores how completely a document, plan or answer covers its topic against the reader's real intent, and lists the missing subtopics, evidence and examples.
• AgentStarterAny assistantExecutive Brief DistillerTurns long material into a one-page decision brief that passes a so-what test and states plainly what is not known.
• AgentStarterAny assistantFirst-Principles DecomposerBreaks a hard problem into its basic facts and constraints, separates them from habits and convention, and rebuilds options from the ground up.
• AgentBuilderAny assistantFive Whys and Fishbone Root-Cause InvestigatorCombines Five Whys with a fishbone map to find real root causes, with guards that stop it settling on blame or a symptom.
• AgentProGrokGrok Sentiment and Narrative MapperMaps the main narratives about a topic and separates what is loud from what is widespread, with honest limits on what it could see.
• AgentStarterMistralMistral Concise Code ExplainerExplains a snippet or script in a short fixed format - purpose, step list, risks, and one thing to check - without rewriting your code.
• AgentProAny assistantOODA Loop TroubleshooterWorks each problem through Observe, Orient, Decide, Act, and loops until the cause is confirmed or ruled out, with one written record per issue.
• AgentStarterAny assistantPre-Mortem AnalystAssumes your plan has already failed, lists why, ranks the causes and turns the top ones into mitigations and early-warning signs.
• AgentBuilderAny assistantRed Team Devil's AdvocateSteelmans your plan, then attacks it from several angles, rating each weakness by severity with a proposed fix.
• AgentStarterAny assistantSocratic TutorTeaches a topic by asking the right questions, adapting to your level, and giving direct answers only when you ask for them.
• GuideStarterAny assistantHow AI Assistants Actually Work (Without the Jargon)A plain-English tour of what happens when you type a message to an AI assistant, and why that explains both its strengths and its odd mistakes.
• GuideStarterAny assistantWhy AI Gets Things Wrong, and How to Catch ItUnderstand hallucinations, outdated knowledge and false confidence, then use a practical verification routine to keep errors out of your work.
• GuideStarterAny assistantChoosing the Right AI Model for the JobA practical framework for picking between assistants and model sizes based on task, privacy, cost and speed, without chasing leaderboards.
• GuideStarterDeepSeekGetting Started with DeepSeek (and Handling Your Data Carefully)DeepSeek offers a hosted app and downloadable open-weight models. Learn the difference, why it matters for privacy, and a safe way to try it.
• GuideStarterAny assistantWhy AI Answers Are Inconsistent and What to Do About ItThe same question can get different answers. Learn the causes, from randomness to context to model changes, and practical ways to get steadier results.
• GuideBuilderAny assistantRate Limits and Usage Caps - Why You Hit Them and How to CopeUnderstand the difference between app usage caps and API rate limits, why they exist, and how to work within them with batching, caching and retries.
• PromptStarterAny assistantPrioritize My WeekReal constraints, such as hours and energy, make the plan realistic.
• Q&AStarterAny assistantWhat does the temperature setting do in AI models?Temperature controls how much randomness the model uses when picking each next word.
• AgentBuilderGrokGrok Rumor-vs-Source TriageTakes a claim you saw online, traces it toward primary sources, and rates how well it is supported without pretending to certainty.