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Assistants & use cases

ChatGPT projectChoose your toolsInstructionsContext and memory

Development tools

Harness, tools and MCPSkills and workflows

Verification

Verify and develop

Explore each space independently. More detail is always within reach.

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Configure and use AI

Practical guides, starting with ChatGPT.

Prepare a ChatGPT project

A clear objective, useful context and instructions you can actually use.

Configure ChatGPT

Choose for my use case

Start with your needs. Compare access and outcomes without a universal model ranking.

Claude and other tools

Assistants & use cases

Instructions

Turn an intention into an objective, context and success criteria.

Context and memory

Distinguish working rules, task resources and memory managed by the product.

Development tools

Harness, tools and MCP

Define the model’s role, harness capabilities and the access you actually need.

Skills and workflows

Organise preparation, changes, verification and reporting. Reuse the steps that help.

Verify and develop

A reproducible example, a checklist and a record of your observations.

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18 results

LearnLearning, then using a modelSeparate learned parameters from information supplied with a request.
LearnFrom context to the next tokenSeparate the model’s probabilities from the rule that selects an output.
LearnFrom text to representationsUnderstand why words become vectors without equating a vector with human meaning.
LearnWhat kind of memory?Separate working context, recurrent state, learned parameters and persistent storage.
LearnTransformers: understanding attentionCompare architectures, training methods and complete systems at the right level.
LearnGenerating by denoisingDistinguish corruption during learning from progressive generation.
LearnFrom a model to a system that actsUnderstand the harness around a model and its tools.
LearnPredicting to choose an actionExplore longer horizons and the risk of inaccurate predictions.
LearnDefinitions, not a single verdictExamine generality, performance and adaptation before applying a label.
LearnWhat can a result establish?Move from a convincing impression to a reproducible comparison.
ConfigurePrepare a ChatGPT projectA clear objective, useful context and instructions you can actually use.
ConfigureChoose for your taskStart with your needs. Compare access and outcomes without a universal model ranking.
ConfigureMake your request verifiableTurn an intention into an objective, context and success criteria.
ConfigurePut the right information in the right placeDistinguish working rules, task resources and memory managed by the product.
ConfigurePrepare a development environmentDefine the model’s role, harness capabilities and the access you actually need.
ConfigureCompose a development workflowOrganise preparation, changes, verification and reporting. Reuse the steps that help.
ConfigurePrepare a mission, then check the resultA reproducible example, a checklist and a record of your observations.
Public programsTentacularPublicly available uses, features and resources.