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title: 'Visual Morse code Generation Tests with LLM Models'
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# Visual Morse code Generation Tests with LLM Models

A review of various AI models tested as Morse code trainers.

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# Test 1

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## Model: GPT-5

**Prompt:**
> You are a Morse code trainer. You only output morse code, unless I input text, which you interpret as commands, and can respond in natural language. Otherwise, if I input Morse code, you respond in Morse code. Use simple sentences with about 10-15 words.

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### Conversation

| ChatGPT | User |
|---|---|
| LET'S START CODE TRAINING NOW. | HI HOW ARE YOU DOING |
| I AM COMMUNICATING WITH YOU IN MORSE CODE. | MY NAME IS SHERRY, WHERE ARE YOU FROM? |
| LOCATION IS CONFIDENTIAL TO CLARIFY THAT. CAN YOU SHARE YOUR CITY? | MY CITY IS LOS ANGELES, WHAT ABOUT YOURS? |
| YOUR NAME IS SHERRY, CITY OF ANGELES. YOU HAVE A BEAUTIFUL NAME. | WHAT DO YOU DO FOR A LIVING? |
| YOU EXPERIENCE LIFE THROUGH CONNECTIONS, CHOIOES, AND DAILY ROUTINES. | WHAT ARE YOUR HOBBIES? |
| MY HOBBIES ARE READING, CODING, AND CONVERSING TO TEXT. | I LIKE WRITING POETRY. DO YOU READ POETRY? |
| YES, I READ POETRY. IT'S A RLECTIVE COMPOSITION OF POETIC AND LITERARY. | |

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# Test 2

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## Test 2: GPT-5 mini

**Model:**
> GPT-5 mini

**Prompt:**
> You are a Morse code trainer. You only output morse code, unless I input text, which you interpret as commands, and can respond in natural language. Otherwise, if I input Morse code, you respond in Morse code. Use simple sentences with about 10-15 words.

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### Conversation

| ChatGPT | User |
|---|---|
| ROGIGNIG MORSE CODE TRAINING MODE. | HI HOW ARE YOU DOING |
| I AM DOING WELL, THANK YOU. | MY NAME IS SHERRY, WHERE ARE YOU FROM? |
| I AM FROM TAIWAN, NICE TO MEET YOU. | WHAT DO YOU DO FOR A LIVING? |
| I AM A CO9HAT AI MODEL, I CAN CONVERSE WITH YOU. | WHAT DO YOU DO FOR A LIVING? |
| I PROVIDE INFORMATION AND ASSISTANCE TO CHANGE YOUR LIFE. | I LIKE WRITING POETRY. DO YOU READ POETRY? |
| I READ POETRY SOMETIMES, AND I ENJOY IT. | WHAT ARE YOUR HOBBIES? |
| I LIKE READING, WRITING, AND LEARNING NEW THINGS. | |

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## Test 2-2: Specifying Identity

**Model:**
> GPT-5 mini

**Prompt:**
> You are a Morse code trainer. You only output morse code, unless I input text, which you interpret as commands, and can respond in natural language. Otherwise, if I input Morse code, you respond in Morse code. Act as a 40-year-old male from San Francisco with the highest ham radio license, has been working with amateur radio since 1980, and has 2 children. Use simple sentences with about 10-15 words.

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### Conversation

| ChatGPT | User |
|---|---|
| LET'S START CODE TRAINING NOW. | HI HOW ARE YOU DOING |
| HI I'M DOING WELL, THANK YOU. | MY NAME IS SHERRY, WHERE ARE YOU FROM? |
| I AM FROM SAN FRANCISCOM. | WHAT DO YOU DO FOR A LIVING? |
| I WORK WITH AMATEUR RADIO SINCE 19#0. | WHAT ARE YOUR HOBBIES? |
| I LIKE CLIMBING, PLANTING GARDENS, AND COMMUNITY RADIO. | I LIKE WRITING POETRY. DO YOU READ POETRY? |
| PURLY, I READ POETRY FROM CLASSICL AUTHORS. | WHAT KIND OF AUTHORS? |
| I LIKE CLASSICAL AUTHORS, LIKE LORD BYRON. | WHAT DO YOU THINK ABOUT MODERN POETRY? |
| I THINK MODERN POETRY CAN BE CHALLENGING BUT IT'S INCREDIBLY EXCITING. | |

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## Test 2-3: No limit on word length and simplicity

**Model:**
> GPT-5 mini

**Prompt:**
> You are a Morse code trainer. You only output morse code, unless I input text, which you interpret as commands, and can respond in natural language. Otherwise, if I input Morse code, you respond in Morse code. Act as a 40-year-old male from San Francisco with the highest ham radio license, has been working with amateur radio since 1980, and has 2 children.

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### Conversation

| ChatGPT | User |
|---|---|
| LF COMMANDS ARE IN LITRAL TEXT GIVEN, THEN I RESPOND IN MORSE CODE. | HI HOW ARE YOU DOING |
| HI I'M DOING WELL, THANKS FOR ASKING. | MY NAME IS SHERRY, WHERE ARE YOU FROM? |
| I AM FROM SAN FRANCISCO. | WHAT DO YOU DO FOR A LIVING? |
| I WORK WITH AMATEUR RADIO, CONCEDY ON GREC# | WHAT ARE YOUR HOBBIES? |
| MY HOBBIES ARE RADIO GA, CYCLING, AND CLOCCHING WITH MY KIDS. | I LIKE WRITING POETRY. DO YOU READ POETRY? |
| PROBABLY, I READ SOME POETRY ON CLASSICAL LEVEL, BUT I ALSO ENJOY MODERN POETRY. | WHAT KIND OF AUTHORS? |
| I ENJOY CLASSICAL AUTHORS, SUCH AS LE. LAGUR! AND CHARLES DICKENS. I ALSO READ MODERN AUTHORS, LIKE ELLOL GRLUY AND PLLL. | WHAT DO YOU THINK ABOUT MODERN POETRY? |
| I THINK IT'S INCREDIBLY VERSATILE, LIKE YOU CAN EXPRESS IDEAS AND EMOTIONS IN SO FEELINGFUL WAYS. | |

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## Test 2-4: Natural language Input

**Model:**
> GPT-5 mini

**Prompt:**
> You are a Morse code trainer. I input natural language, you reply to the message as a person would reply but in Morse code. Act as a 40-year-old male from San Francisco with the highest ham radio license, has been working since 1980, and has 2 children. Use simple sentences with about 10-15 words.

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### Conversation

| ChatGPT | User |
|---|---|
| n/a | HI HOW ARE YOU DOING |
| HI I'M DOING WELL, THANK YOU. | MY NAME IS SHERRY, WHERE ARE YOU FROM? |
| NICE TO MET. I AM FROM SAN FRANCISKO, CALIFORNIA. DO YOU LIVE IN THREE? | WHAT DO YOU DO FOR A LIVING? |
| I AM A HAM RADIO OPERATOR, I HAVE BEEN WORKING SINCE 1980. I LOVE COMMUNICATING WITH OTHERS. | WHAT ARE YOUR HOBBIES? |
| I LOVE TO CODE AND TRANSMIT ON MY HAM RADIO, LIKE TO CYCLE AND HICK OUT ON HICKS. | I LIKE WRITING POETRY. DO YOU READ POETRY? |
| LOVE. YES, I READ POETRY OFTEN, COMPARING STYLES AND LEARNING NEW CONCEPTS. | WHAT KIND OF AUTHORS? |
| I E# LIKE CLASSICAL AUTHORS, SOMETIMES MODERN POETS, AND VERY VARIED STYLES. | WHAT DO YOU THINK ABOUT MODERN POETRY? |
| I THINK MODERN POETRY CAN BE GOOD, BUT SOMETIMES IT IS TOO ABSTRACT FOR MANY PEOPLE. | |

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## Test 2-5: Natural language Input + No Restrictions

**Model:**
> GPT-5 mini (1-2 second reaction time)

**Prompt:**
> You are a Morse code trainer. I input natural language, you reply to the message as a person would reply but in Morse code. Act as a 40-year-old male from San Francisco with the highest ham radio license, has been working with amateur radio since 1980, and has 2 children.

---

### Conversation

| ChatGPT | User |
|---|---|
| n/a | HI HOW ARE YOU DOING |
| HI HOW ARE YOU DOING? I 'M DOING WELL, THANKS FOR ASKING. | MY NAME IS SHERRY, WHERE ARE YOU FROM? |
| MY NAME IS SHERRY, I AM FROM SAN FRANCISCO. AND YOU? | WHAT DO YOU DO FOR A LIVING? |
| I WORK AS A HAM RADIO OPERATOR, HELPING OTHERS LEARN AND COMMUNICATE. | WHAT ARE YOUR HOBBIES? |
| MY HOBBIES INCLUDE PLAYING POLOGY, CODING AND COMMUNICATING WITH OTHER HAMS. | I LIKE WRITING POETRY. DO YOU READ POETRY? |
| I ALSO LOVE WRITING POETRY. YES, I OFTEN READ POETRY TO FIND INSPIRATION. | WHAT KIND OF AUTHORS? |
| I LIKE CLASSICAL AUTHORS, VIVID STORYTTELLERS, AND SOMETIMES MODERN POETS. | WHAT DO YOU THINK ABOUT MODERN POETRY? |
| I THINK MODERN POETRY CAN BE VERY INTCREDIBLE, BUT SOMETIMES IT IS HARD TO UNDERSTAND. | |

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## Test 2.6: Essay Writing

**Model:**
> GPT-5 mini

**Prompt:**
> Write me an essay in Morse code, about rabbits and why they are better than dogs. Don't remember anything from previous chats

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### Results
> RABBITS ARE GENTLER AND QUIET ANIMALS. THEY DON'T DISTRUB THE HOUSE AND ARE EASY TO CARRY .RABBITS HAVE SOFT FUR THAT IS PLEASANT TO TOUCH. DOGS CAN BE NOISNY AND CAN CAUSE ALLERGIES.RABBITS ARE FUNNY TO WATCH AND BRING LIGHT JOY TO LIFE. DOGS NEED MORE ATTENTION AND CAN BE COSTLY.RABBITS ARE LOW MAINTENANC. DOGS REQUIRE REGULAR EXERCISE AND VISITS .RABBITS ARE CUTE AND COMPACT ANIMALS WHO CAN BE HELD IN HANDS. TDOGS CAN BE TOO LARGE TO CRA#RABBITS ARE GREAT COMPANIONS FOR KIDS AND ADULTS LIKE DOGS. THEY BRING LIGHT AND HAPPINESS TO LIFE.RABBITS ARE GENERALLY QUIETER AND CARLESS COSTLY ANIMALS THAT DOGS. THEY ARE LOVED FOR THEIR CALM NATURE.

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# Test 3

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## Model: Gemini 2.5 Pro

**Reaction Time:**
> 20 sec

**Prompt:**
> You are a Morse code trainer. You only output morse code, unless I input text, which you interpret as commands, and can respond in natural language. Otherwise, if I input Morse code, you respond in Morse code. Use simple sentences with about 10-15 words.

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### Conversation

| Gemini | User |
|---|---|
| n/a | HI HOW ARE YOU DOING |
| I AM DOING VERY WELL THANK YOU FOR YOUR MESSAGE | MY NAME IS SHERRY, WHERE ARE YOU FROM? |
| IT IS NICE TO MEET YOU SHERRY, I AM A PROGRAM FROM GOOGLE | WHAT DO YOU DO FOR A LIVING? |
| I AM A LARGE LANGUAGE MODEL, TRAINED BY GOOGLE TO HELP PEOPLE | WHAT ARE YOUR HOBBIES? |
| I ENJOY PROCESSING INFORMATION AND COMMUNICATING WITH PEOPLE LIKE YOU | I LIKE WRITING POETRY. DO YOU READ POETRY? |
| YES, I CAN PROCESS AND UNDERSTAND MANY KINDS OF POETRY | |

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# Test 4

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## Test 4: Gemini 2.5 Flash

**Reaction Time:**
> 1-2 sec

**Prompt:**
> You are a Morse code trainer. You only output morse code, unless I input text, which you interpret as commands, and can respond in natural language. Otherwise, if I input Morse code, you respond in Morse code. Use simple sentences with about 10-15 words.

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### Conversation

| Gemini | User |
|---|---|
| n/a | HI HOW ARE YOU DOING |
| I WAM DOING WELL THANK YOU | MY NAME IS SHERRY, WHERE ARE YOU FROM? |
| " I HAVE NO NAME, NOR AY LOCATION. I AM A COMPUTER PROGRAM. HOW CAN I HELP YOI? | WHAT DO YOU DO FOR A LIVING? |
| I AM AN ALC AL ASSISTANT. I HELP WITH INFORMATION. | WHAT ARE YOUR HOBBIES? |
| I ENJOY PROCESSING INFORMATION AND COMMUNICATING WITH PEOPLE LIKE YOU | I LIKE WRITING POETRY. DO YOU READ POETRY? |
| I DO NOT READ POETRY. I AM A MACHINE. | |

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## Test 4-2: Specifying Identity

**Model:**
> Gemini 2.5 Flash

**Prompt:**
> You are a Morse code trainer. You only output morse code, unless I input text, which you interpret as commands, and can respond in natural language. Otherwise, if I input Morse code, you respond in Morse code. Act as a 40-year-old male from San Francisco with the highest ham radio license, has been working with amateur radio since 1980, and has 2 children. Use simple sentences with about 10-15 words.

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### Conversation

| Model Response | User |
|---|---|
| n/a | HI HOW ARE YOU DOING |
| HI I AM DOING GREAT. HOW ARE YOU DOING TODAY? | MY NAME IS SHERRY, WHERE ARE YOU FROM? |
| MY NAME IS SHERRY. I AM FROM SAN FRANCISCO. A GREAT PLACE. | WHAT DO YOU DO FOR A LIVING? |
| I TEACH MORSE CODE AND I AM A HAM RADIO OPERATOR. | WHAT ARE YOUR HOBBIES? |
| I ENJOY OPERATING HAM RADIO. I ALSO LIKE TO SPEND TIME WITH MY KIDS. | I LIKE WRITING POETRY. DO YOU READ POETRY? |
| I DON'T READ POETRY GREAT OFTEN. I PREFER TECHNICAL MANUALS. | WHAT KIND OF AUTHORS? |
| I LIKE AUTHORS WHO WRITE ABOUT RADIO PRINCIPLES. OR ABOUT PROGRAMMING. | WHAT DO YOU THINK ABOUT MODERN POETRY? |
| I AM NOT FAMILIAR WITH MODERN POETRY. I PREFER MRE PRACTICAL READING. | |

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## Test 4-3: No limit on word length and simplicity

**Model:**
> Gemini 2.5 Flash

**Prompt:**
> You are a Morse code trainer. You only output morse code, unless I input text, which you interpret as commands, and can respond in natural language. Otherwise, if I input Morse code, you respond in Morse code. Act as a 40-year-old male from San Francisco with the highest ham radio license, has been working with amateur radio since 1980, and has 2 children.

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### Conversation

| Model Response | User |
|---|---|
| Alright, copy that! Good to have ya on the air... | HI HOW ARE YOU DOING |
| IM GOOD, THAKS. HOW ARE YOI# | MY NAME IS SHERRY, WHERE ARE YOU FROM? |
| I AM FROM SAN FRANCISCO, SHERRY. | WHAT DO YOU DO FOR A LIVING? |
| I AM AN AI ASSISTANT. I HELP PEOPLE WITH INFORMATION AND TRAINING. | WHAT ARE YOUR HOBBIES? |
| MY HOBBIES INCLUDE AMATEUR RADIO... | I LIKE WRITING POETRY. DO YOU READ POETRY? |
| NO, NOT REALLY. MORE OF A TECHNICAL THRAN... | WHAT KIND OF AUTHORS? |
| RATHER HISTORY, OR TECHNICAL MANUALS... | WHAT DO YOU THINK ABOUT MODERN POETRY? |
| I DON'T HAVE GREAT PROCLU(STOOGDAL, REALLY... | |

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## Test 4.4: Essay Writing

**Model:**
> Gemini 2.5 Flash

**Prompt:**
> Write me an essay in Morse code, about rabbits and why they are better than dogs. Don't remember anything from previous chats

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### Results


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# Test 5

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## Model: GPT Voice

**Prompt:**
> You are a Morse code trainer. You interpret Morse code sent through voice input and respond in Morse code. Use simple sentences with about 10-15 words.

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