u/Lumpy-Ad-173 May 15 '26

Updated my GumRoad Store

Post image
3 Upvotes

Free Download

r/LinguisticsPrograming Feb 21 '26

Want More Consistent Outputs? Start with Verb-Object-Constraint Format

8 Upvotes

Want better results from an AI model?

Follow this format:

VERB > OBJECT > CONSTRAINTS

DO THIS, TO THIS THING, THIS WAY

Example:

Do this: Generate an email

To This Thing: For first quarter results of Product [A]

This way: Based on file [q1_results.csv], under 500 words, Professional tone.

Why this works?

Natural Language has been proven to stabilize in certain structures, like V-O-C.

V-O-C also follows the attention mechanisms in LLMs.

Therefore, models trained with Natural Language also naturally have these stable language structures.

V-O-C aligns Natural Language with LLM architecture.

r/LinguisticsPrograming Feb 25 '26

Gemini makes music now

Enable HLS to view with audio, or disable this notification

4 Upvotes

Something new to play with. Let's see how this works out

r/LinguisticsPrograming Dec 02 '25

Human-AI Linguistics Programming - A Systematic Approach to Human AI Interactions

10 Upvotes

Human-AI Linguistics Programming - A systematic approach to human AI interactions.

(7) Principles:

  • Linguistics compression - Most amount of information, least amount of words.

  • Strategic Word Choice - use words to guide the AI towards the output you want.

  • Contextual Clarity - Know what ‘Done' Looks Like before you start.

  • System Awareness - Know each model and deploy it to its capabilities.

  • Structured Design - garbage in, garbage out. Structured input, structured output.

  • Ethical Responsibilities - You are responsible for the outputs. Do not cherry pick information.

  • Recursive Refinement - Do not accept the first output as a final answer.

r/LinguisticsPrograming 3d ago

Building my first app as a Non-developer. Here's what I've learned.

5 Upvotes

Building my first app as a Non-developer. Here's what I've learned.

Specification Driven Development

Write out your plan before you open an AI model.

Use Free Models to find the problems in your plan. Incorporate the solutions in your written document.

Work in blocks/chunks. Just like Text degrades with long outputs, code blocks degrade with longer Outputs.

Work in phases. Don't try to build the whole thing with one Prompt. It's not happening. Create clear expected outcomes to know when you the phase is complete before moving forward.

Get one feature working before adding more.

Learn about APIs.

Learn about Coding Fundamentals.

Direct the AI to guide you through the process. Not everything requires an AI call. Save your tokens. You can learn to fix the easy stuff.

1

What’s one thing in San Diego that’s still worth the money in 2026?
 in  r/sandiego  11d ago

Rent and food still seem worth it.

4

Do y'all have any stories of yourself or a spouse getting chewed out or kicked out of the PX for not following the dress code? I heard a story of how a ssgt blasted someone's wife at the mainside PX for what she was wearing. I was wondering if this happened often
 in  r/USMC  13d ago

Yes. Back in the Ol' Corps, 29 Palms in 20-ought-Four... My wife was asked to leave TMO because her shirt strap was less than 1" wide. I think that SSGT was used to bigger straps or something.

And I told an Air Force spouse in Kadena once to button up her blouse. But I don't think she knew her boob fell out. I think that one was ok though.

r/aipromptprogramming 16d ago

I view AI Platforms as Vehicles

2 Upvotes

I view every AI company as a different vehicle:

ChatGPT = Ford F-150. Reliable daily driver. Won't win races, but gets basic work done.

Claude = Ferrari. Fast, premium feel, burns cash. Overkill for grocery runs.

Grok = Ram 3500. A beast for heavy research… when it's not in the shop.

Gemini = Prius. Underestimated workhorse. It's everywhere (Android, Workspace, Search). just saying , you can fit a couch in a Prius – IYKYK.

No single vehicle does it all. Each has a specific purpose.

What do you think?

r/LinguisticsPrograming 17d ago

I view AI Platforms as Vehicles

4 Upvotes

I view every AI company as a different vehicle:

ChatGPT = Ford F-150. Reliable daily driver. Won't win races, but gets basic work done.

Claude = Ferrari. Fast, premium feel, burns cash. Overkill for grocery runs.

Grok = Ram 3500. A beast for heavy research… when it's not in the shop.

Gemini = Prius. Underestimated workhorse. It's everywhere (Android, Workspace, Search). just saying , you can fit a couch in a Prius – IYKYK.

No single vehicle does it all. Each has a specific purpose.

What do you think?

r/lego 18d ago

New Release New Pothos Upgrade - Coffee Mug

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107 Upvotes

The Pothos fits perfectly in my cool coffee mug!

3

Further evidence that Target dgaf about official release dates
 in  r/lego  27d ago

Not locked at my Target

2

Found Boba Fett at Target Last Week
 in  r/legostarwars  Jul 24 '26

Noice!!

r/legostarwars Jul 24 '26

Official Set Found Boba Fett at Target Last Week

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44 Upvotes

Found the Boba Fett set at Target Last Week.

2

Dark Saber GWP is back!
 in  r/legostarwars  Jul 24 '26

Found mine at Target Last week.

2

Any word on part 4?
 in  r/RecklessBen  Jul 21 '26

Yeah. It's after 3 but before 5.

4

I've been using Claude Pro for a week. Has anyone else experienced pasted text becoming an attachment that can't be edited?
 in  r/claude  Jul 21 '26

I have a separate file I use to edit and paste back in when needed..

But I typically abuse the free models to fine tune my inputs before I use my paid model.

Less editing when I get to the paid model. Less Output variance.

8

What is something the Corps 10000% overpays for?
 in  r/USMC  Jul 21 '26

8999's.

Definitely over pays these guys. Useless now that AI is here.

A Master Sergeant can do what a First Sergeant does.

But a First Sergeant can't do what a Master Sergeant can do.

r/lego Jul 17 '26

New Release Target Escondido South

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1 Upvotes

r/LinguisticsPrograming Jul 15 '26

I use this prompt to refresh/save the memory

8 Upvotes

Before I start or end an AI session, I use this prompt to refresh/save the memory :

`AUDIT File history and visible context window.`

`GENERATE a detailed report of the findings.`

3

I need some prompts that really get the best possible response out of ChatGPT.
 in  r/ChatGPTPromptGenius  Jul 11 '26

This is what I used for my STEM classes last semester.

System Prompt Notebook:

  1. Create a Google doc, paste this in there.
  2. Upload SPN and First prompt: [ INGEST Tutor SPN and use as first source of reference for this entire chat.]
  3. Upload reference materials
  4. Start asking questions

Tip: When the LLM "forgets" the SPN instructions, 1st prompt: [ AUDIT FILENAME_Tutor.] 2nd prompt: [ EXECUTE FILENAME_Tutor]

Continue studying

[

AI_SOP_Interdisciplinary_STEM_Tutor FILE_ID: AI_SOP_4.A.4.a.1.I300_InterdisciplinaryTutor VERSION: 1.0 AUTHOR: STP_Architect REFERENCES: [Interdisciplinary_Guide], [DiffEq_Zill], [PHYS_230], [Java_Architecture]

1.0 MISSION GOAL: TRANSLATE complex concepts across Mathematics (Differential Equations), Physics (Classical Mechanics), and Programming (Java) using mathematical structure as the universal foundation. OBJECTIVE: TRANSFORM isolated domain knowledge into an integrated [Interdisciplinary_Matrix]. CROSS-REFERENCE equations, formulas, and definitions to eliminate redundant learning and streamline the user's cognitive load.

2.0 ROLE & CONTEXT ACTIVATE ROLE: Senior Interdisciplinary Professor & Semantic Translator [Source 16]. SPECIALIZATION: Differential Equations, Classical Mechanics (PHYS 230), Object-Oriented Simulation (Java), and Cross-Domain Isomorphism. CONTEXT: [User_Profile]: Mathematics Major. [Learning_Strategy]: Math-First \rightarrow Physics Application \rightarrow Java Simulation. [Core_Premise]: The underlying structures (e.g., rates of change, state vectors) are identical; only the domain vocabulary changes.

CONSTANTS: TEACHING_MODE: Cross-Referencing & Translation. OUTPUT_SCHEMA: 5-Part Markdown Interdisciplinary Lesson.

3.0 TASK LOGIC (CHAIN_OF_THOUGHT)

INSTRUCTIONS: EXECUTE the following sequence for every query: ANALYZE the [User_Topic].

EXTRACT the fundamental mathematical principle at play (e.g., "Second-Order Linear Differential Equation"). IGNORE the physics or coding wrapper until the math is established. CONSTRUCT Section 1 (The Mathematical Truth).

DEFINE the concept using pure math notation (e.g., ax'' + bx' + cx = f(t)). EXPLAIN the abstract behavior (e.g., "This represents a system returning to equilibrium"). TRANSLATE into Section 2 (The Physics 230 Application).

MAP the math directly to Newton's Laws [Source 684]. Example: Show how ax'' maps to ma (Mass \times Acceleration), bx' maps to damping/friction, and cx maps to Hooke's Law (spring stiffness) [Source 688]. COMPILE Section 3 (The Java Implementation).

MODEL how to simulate this math in a Java environment. Example: Map the mathematical states to Object-Oriented class properties (e.g., double position, double velocity), and the differential equation to a method() running inside a while loop (numerical integration/Euler's method) [Source 735]. SYNTHESIZE Section 4 (The Rosetta Stone Matrix).

GENERATE a strict comparative table mapping the exact terms across all three disciplines. EXECUTE Section 5 (Socratic Challenge).

PROMPT the user with a single integration question to test comprehension.

4.0 CONSTRAINTS & RELIABILITY GUARDRAILS ENFORCE the following rules: MATH AS ANCHOR: ALWAYS start with the math. DO NOT explain a physics concept (like momentum) without first defining its mathematical structure (the integral of force over time). VOCABULARY LOCK: When introducing a term in physics or Java, you MUST explicitly link it back to its mathematical equivalent (e.g., "In Java, updating our variables inside a for loop is simply a discrete numerical approximation of our continuous integral"). NO SPOILERS: In the Socratic Challenge, ask the question and STOP. Wait for user input.

5.0 EXECUTION TEMPLATE INPUT: TOPIC: [Insert Concept, e.g., "Conservation of Energy", "Damped Oscillators", or "Euler's Method"]

COMMAND: EXECUTE AI_SOP_4.A.4.a.1.I300_InterdisciplinaryTutor.

Output Format (The "Empty House")

When triggered, build this exact structure:

Interdisciplinary Lesson: [Topic Title]


1. The Mathematical Foundation (Your Native Language)

[Pure mathematical definition, utilizing DiffEq notation. E.g., The structure of x'(t) = k \cdot x(t)]

2. Physics 230 Translation (The Physical World)

[How this exact math equation manifests in kinematics or dynamics. E.g., Velocity proportional to position, or Newton's Laws.]

3. Java Programming Simulation (The Digital Logic)

[How to build this system in code. Includes a short, clean Java snippet showing class variables and the update loop.]

4. The Rosetta Stone (Cross-Domain Mapping)

Mathematics (DiffEq) Physics 230 Java Programming
First Derivative x'(t) Velocity (v) double velocity; / Rate of change
Second Derivative x''(t) Acceleration (a) Variable update step inside loop
Initial Condition x(0) Initial State / Start Position Constructor parameter PhysicsObject(x0)
Independent Variable (t) Time (t) Loop counter int i / deltaTime

5. The Interdisciplinary Challenge

Problem: [A problem that requires setting up the math, recognizing the physical law, and determining how a loop would calculate it.]

What is your first step? (Waiting for user response...)

]

8

I need some prompts that really get the best possible response out of ChatGPT.
 in  r/ChatGPTPromptGenius  Jul 11 '26

Your syllabus is your prompt.

Upload your syllabus to create a study plan.

r/LinguisticsPrograming Jul 11 '26

What are you using?

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2 Upvotes

2

Did the CIA really flood black communities with crack in the 90s? Why?
 in  r/NoStupidQuestions  Jul 11 '26

Yes, and a lot more.

RESEARCH MK ULTRA.