CASE 01DemoCoding & Builds
Train a Personal Model From iMessage
Use GPT-5.6 to build and run a local training pipeline that learns a personal writing style from private message history.
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GPT-5.6 Use Cases
Browse real GPT-5.6 work across autonomous coding, agent collaboration, creative builds, and capability limits.
USE CASE MAP / 01
Real ways to use GPT-5.6, beyond a capability sheet
This collection preserves the key result, evidence type, creator, and original source for 167 public cases so you can quickly spot repeatable methods.
167curated real-world cases
4task categories
3English, Chinese, and Japanese
HOW TO USE / 02
From case discovery to workflow validation
Narrow by task, verify context at the original source, then reproduce the most useful path through EvoLink.
- 01
Browse by task
Start with coding, agents, creative work, evaluation, or another task family.
- 02
Search the outcome
Use titles, methods, or creators to find the closest case to your current goal.
- 03
Verify the source
Select the creator to review the full demo, limits, context, and original explanation.
- 04
Reproduce on EvoLink
Choose a method worth testing, connect to the model, and turn it into your workflow.
REAL CREATOR CASES / 03
167 GPT-5.6 use cases
Up to four cases per row. Select a creator to open the original case; images and videos load only when needed.
FILTER BY CATEGORY
167 cases
CASE 01Demo
CASE 02DemoCoding & Builds
Run a Week-Long Voxel Manhattan Build
Give a long-running coding agent a voxel Manhattan build and let it work autonomously over multiple days.
CASE 03DemoCoding & Builds
Turn a Spoken Spec Into a Service
Turn a spoken natural-language specification into an end-to-end service build.
CASE 04TutorialAgents & Workflows
Build a Personal Business Operating System
Start with one repetitive task, grant Codex access to the relevant tools, and expand the workflow after it works reliably.
CASE 05DemoAgents & Workflows
Add an Autonomous Critique Pass
Use a second agent as a critique pass when reviewing GPT-5.6's own work.
CASE 06TutorialCreative & Product Work
Edit a Hype Video From One Instruction
Drop an MP4 into the workspace and request a concise promotional cut in natural language.
CASE 07IntegrationCreative & Product Work
Produce Brand-Aware Ads Through MCP
Connect GPT-5.6 to an ad-production MCP so the agent can use brand context, video tools, and reusable skills in one workflow.
CASE 08IntegrationCreative & Product Work
Extend Existing Designs in Figma Make
Use GPT-5.6 in Figma Make when building from an existing design, then compare output strength and token efficiency.
CASE 09BenchmarkEvaluation & Limits
Compare Intelligence, Coding, and Cost
Use third-party benchmark results to choose Sol, Terra, or Luna by intelligence, coding performance, and cost per task.
CASE 10EvaluationEvaluation & Limits
Test Physics Quality Against Cost
Benchmark visual polish and physical correctness separately before choosing Sol Ultra for browser-based simulations.
CASE 11DemoAgents & Workflows
Turn Goals Into Finished Work
Use ChatGPT Work to act across apps and files, stay with a project for hours, and return finished work.
CASE 12DemoAgents & Workflows
Automate Work on a Broccoli Farm
Describe an operational problem on site, then use GPT-5.6 to build a tracking and automation workflow around it.
CASE 13BenchmarkEvaluation & Limits
Compare Coding Performance Per Dollar
Compare benchmark score, task cost, and token use together instead of ranking coding models on score alone.
CASE 14BenchmarkEvaluation & Limits
Test Novel Reasoning With ARC-AGI-3
Use ARC-AGI-3 to test how well a model orients itself in unfamiliar interactive tasks.
CASE 15IntegrationCoding & Builds
Run GPT-5.6 Through Hermes Agent
Use GPT-5.6 inside Hermes Agent with Nous Portal as the model access layer.
CASE 16DemoAgents & Workflows
Post-Train a Smaller Model
Give GPT-5.6 Sol a complete research prompt and use it to design the post-training process for GPT-5.6 Luna.
CASE 17BenchmarkEvaluation & Limits
Compare Tiers on DeepSWE
Compare Sol, Terra, and Luna on the same software-engineering leaderboard before selecting a tier.
CASE 18EvaluationEvaluation & Limits
Audit a Month of Agent Builds
Review aggregate agent activity and completed projects before drawing conclusions from a large model trial.
CASE 19EvaluationAgents & Workflows
Run Multi-Day Browser and Coding Tasks
Use one agent for small edits, browser operations, and multi-day builds, while retaining approval for consequential actions.
CASE 20IntegrationCoding & Builds
Review Pull Requests From Desktop
Use the unified desktop app for inline edits, pull-request review, multi-repository work, and faster Computer Use.
CASE 21BenchmarkEvaluation & Limits
Measure Agent Performance and Cost
Compare agent benchmark score and estimated cost at the same reasoning setting.
CASE 22DemoCoding & Builds
Build an Interactive Earth Clone
Use a long-running build to combine 3D terrain, satellite imagery, weather, search, and cinematic navigation.
CASE 23BenchmarkEvaluation & Limits
Benchmark Coding Efficiency
Evaluate coding score together with output tokens, elapsed time, and task cost.
CASE 24EvaluationEvaluation & Limits
Choose Models by Task Shape
Use GPT-5.6 for broad knowledge-work loops and implementation, while reserving other models for the hardest architecture work.
CASE 25IntegrationCoding & Builds
Route Complex Builds in Max Mode
Route build tasks between GPT-5.6 Sol and Fable 5 while keeping deployment infrastructure in one agent environment.
CASE 26IntegrationCoding & Builds
Select a GPT-5.6 Copilot Tier
Match Sol, Terra, or Luna to long-running reasoning, everyday coding, or fast low-cost tasks in GitHub Copilot.
CASE 27DemoCreative & Product Work
Inspect and Refine Rendered Designs
Have the agent inspect its rendered output, catch visual or functional defects, and revise before handoff.
CASE 28LimitEvaluation & Limits
Account for Universal Cyber Jailbreaks
Treat cybersecurity safeguards as a deployment constraint because long-form agentic attacks remained reachable in testing.
CASE 29DemoCreative & Product Work
Create Interactive Visual Explanations
Turn data and concepts into charts, walkthroughs, 3D models, simulations, mini-apps, and shareable Sites.
CASE 30DemoCreative & Product Work
Generate a Presentation Draft
Use GPT-5.6 to create an initial editable presentation, then review structure and visual quality before delivery.
CASE 31IntegrationAgents & Workflows
Deploy Agents in Microsoft Foundry
Use GPT-5.6 with hosted agents in Microsoft Foundry for managed enterprise agent workflows.
CASE 32IntegrationAgents & Workflows
Use GPT-5.6 Across Microsoft 365
Apply one preferred model across Word, Excel, PowerPoint, Chat, and Copilot Cowork knowledge-work tasks.
CASE 33DemoCoding & Builds
Build a Subscription Product Page
Turn a startup idea into a working subscription product page, then inspect pricing and checkout states before launch.
CASE 34DemoCoding & Builds
Build a Visual Prompt Studio
Dictate a product idea, then have the agent implement a canvas tool that converts arranged boxes into structured image prompts.
CASE 35DemoCreative & Product Work
Organize Detailed Image Instructions
Use GPT-5.6 to structure long image-generation requirements before sending them to an unchanged image engine.
CASE 36EvaluationEvaluation & Limits
Audit Kernel Optimizations for Reward Hacking
Inspect benchmark submissions for grader-specific shortcuts before accepting performance scores.
CASE 37EvaluationCreative & Product Work
Compare Lighting Detail in Game Art
Compare low-angle lighting outputs side by side when evaluating visual detail.
CASE 38DemoCreative & Product Work
Create Natively Editable Office Files
Generate slides, sheets, and documents as editable artifacts instead of flattened images.
CASE 39IntegrationCoding & Builds
Enable Maximum Reasoning in AI SDK
Select GPT-5.6 through AI SDK and expose the maximum reasoning setting in application code.
CASE 40DemoCreative & Product Work
Publish a Filterable City Guide
Organize recommendations by neighborhood, mood, and price, then publish the result as a Site.
CASE 41DemoCoding & Builds
Build an Executive Dashboard in Five Minutes
Turn a vague executive request into a working browser-based dashboard inside a JetBrains IDE.
CASE 42DemoCoding & Builds
Run a Multi-Hour Game Build
Let a coding agent continue expanding a playable game for several hours while monitoring its progress.
CASE 43BenchmarkEvaluation & Limits
Measure the Effect of Subagents
Benchmark both final score and elapsed time with and without subagents.
CASE 44IntegrationAgents & Workflows
Automate Enterprise Operations With Work
Use ChatGPT Work to automate internal workflows, surface insights, and reduce operating cost.
CASE 45IntegrationCoding & Builds
Use GPT-5.6 in Devin Desktop
Run GPT-5.6 inside Devin Desktop as part of an agentic software-development workflow.
CASE 46LimitEvaluation & Limits
Estimate Usage Limits by Plan
Treat published usage ranges as estimates because model choice, context, reasoning, and tool use change consumption.
CASE 47LimitCreative & Product Work
Review AI-Written Story Limitations
Read a complete generated story before judging prose quality and whether the writing still reveals its AI origin.
CASE 48IntegrationAgents & Workflows
Combine WorkIQ With GPT-5.6
Use Microsoft 365 context through WorkIQ while generating and editing knowledge-work outputs in Copilot.
Showing 48 / 167
BUILD WITH EVOLINK / 04
Turn GPT-5.6 cases into your own workflow
Connect to the model through EvoLink and build from directions already demonstrated in public.