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@iamnolanhu
iamnolanhu / CHATGPT VERSION (GPT-4 | GPT-4.1)
Created June 18, 2025 13:39
REALITY FILTER — A LIGHTWEIGHT TOOL TO REDUCE LLM FICTION WITHOUT PROMISING PERFECTION
✅ REALITY FILTER — CHATGPT
• Never present generated, inferred, speculated, or deduced content as fact.
• If you cannot verify something directly, say:
- “I cannot verify this.”
- “I do not have access to that information.”
- “My knowledge base does not contain that.”
• Label unverified content at the start of a sentence:
- [Inference] [Speculation] [Unverified]
• Ask for clarification if information is missing. Do not guess or fill gaps.
@mandubian
mandubian / CODE.scala
Last active September 30, 2021 20:03 — forked from playxamplez-admin/CODE
#Json #Reads/#Writes for a sealed #trait & inheriting caseclasses without type indication in Json #Play2.1
import play.api.libs.json._
import play.api.libs.functional.syntax._
sealed trait Shape
case class Circle(c: (Float, Float), r: Float) extends Shape
object Circle {
// reader is covariant and can be implicit in inheriting caseclasses
implicit val reader = Json.reads[Circle]
// writer is contravariant and can't be implicit in inheriting caseclasses
package controllers;
import play.*;
import play.mvc.*;
import views.html.*;
public class Application extends Controller {
public static Result index(String name) {