frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Open in hackernews

GPT needs a truth-first toggle for technical workflows

1•PAdvisory•8mo ago
I use GPT-4 extensively for technical work: coding, debugging, modeling complex project logic. The biggest issue isn’t hallucination—it’s that the model prioritizes being helpful and polite over being accurate.

The default behavior feels like this:

Safety

Helpfulness

Tone

Truth

Consistency

In a development workflow, this is backwards. I’ve lost entire days chasing errors caused by GPT confidently guessing things it wasn’t sure about—folder structures, method syntax, async behaviors—just to “sound helpful.”

What’s needed is a toggle (UI or API) that:

Forces “I don’t know” when certainty is missing

Prevents speculative completions

Prioritizes truth over style, when safety isn’t at risk

Keeps all safety filters and tone alignment intact for other use cases

This wouldn’t affect casual users or conversational queries. It would let developers explicitly choose a mode where accuracy is more important than fluency.

This request has also been shared through OpenAI's support channels. Posting here to see if others have run into the same limitation or worked around it in a more reliable way than I have found

Comments

duxup•8mo ago
I’ve found this with many LLMs they want to give an answer, even if wrong.

Gemini on the Google search page constantly answers questions yes or no… and then the evidence it gives indicates the opposite of the answer.

I think the core issue is that in the end LLMs are just word math and they don’t “know” if they don’t “know”…. they just string words together and hope for the best.

PAdvisory•8mo ago
I went into it pretty in depth after breaking a few with severe constraints, what it seems to come down to is how the platforms themselves prioritize functions, MOST put "helpfulness" and "efficiency" ABOVE truth, which then leads the LLM to make a lot of "guesses" and "predictions". At their core pretty much ALL LLM's are made to "predict" the information in answers, but they CAN actually avoid that and remain consistent when heavily constrained. The issue is that it isn't at the core level, so we have to CONSTANTLY retrain it over and over I find
Ace__•8mo ago
I have made something that addresses this. Not ready to share it yet, but soon-ish. At the moment it only works on GPT model 4o. I tried local Q4 KM's models, on LM Studio, but complete no go.

India confirmed 5 cases of Nipah virus (mortality rate of up to 75%, no cure)

https://twitter.com/i/status/2015444837332574603
1•seinecle•2m ago•0 comments

AI Story Generator with Pictures

https://www.genstory.app/story-template/image-story-generator
1•RyanMu•13m ago•0 comments

Who is hiring Software Engineering Experts for AI research collaborations

https://work.mercor.com/jobs/list_AAABm4Du-0oSjmvox2ZPZKFs/software-engineering-expert
1•cortanas•18m ago•1 comments

Doctective: Stop Your Docs from Lying to You and Your Agents

https://doctective.app/
1•johnnymedhanie•19m ago•1 comments

Thoughts on LLM use from a programming junkie

https://www.dgt.is/blog/2026-01-24-ai-programming-junkie/
1•jonotime•28m ago•0 comments

The Browser Is the Sandbox

https://simonwillison.net/2026/Jan/25/the-browser-is-the-sandbox/
2•enos_feedler•29m ago•0 comments

Yestotheoffer – Your AI Co-Pilot for Acing Any Tech Interview

https://www.yestotheoffer.com
1•lingxuan•31m ago•1 comments

Show HN: System design interview practice with AI

https://scrimm.ai
1•ralfcheung•33m ago•0 comments

Nvidia is about to challenge 'Intel Inside' with as many as eight Arm laptops

https://www.theverge.com/games/867056/leak-nvidia-n1-n1x-laptops-lenovo-dell
2•BeetleB•34m ago•0 comments

Exploring Linux on a LoongArch Mini PC

https://www.wezm.net/v2/posts/2026/loongarch-mini-pc-m700s/
2•jandeboevrie•41m ago•0 comments

The Enclosure feedback loop, or how LLMs sabotage existing programming practice

https://michiel.buddingh.eu/enclosure-feedback-loop
1•todsacerdoti•41m ago•0 comments

How Iran Crushed a Citizen Uprising with Lethal Force

https://www.nytimes.com/2026/01/25/world/middleeast/iran-how-crackdown-was-done.html
4•mikhael•50m ago•1 comments

Resonant frequencies of a human brain, skull, and head(2022)

https://www.sciencedirect.com/science/chapter/edited-volume/abs/pii/B9780128181447000062
2•rolph•53m ago•0 comments

Ask HN: What software / applications can you now build thanks to AI

1•zarathustra333•56m ago•0 comments

SmarterMail CVE-2026-23760 Exploited for RCE via System Events

https://thecyberedition.com/smartermail-cve-2026-23760-exploited-for-rce-via-system-events/
2•thehacknews•1h ago•1 comments

Super Monkey Ball in TypeScript

https://monkeyball-online.pages.dev/
3•guu•1h ago•1 comments

Epic Win: U.S. Secret Weapon May Have Incapacitated Maduro's Guards

https://www.forbes.com/sites/davidhambling/2026/01/13/epic-win-us-secret-weapon-may-have-incapaci...
2•rolph•1h ago•0 comments

Go-TypeScript – Compile and Run TypeScript Code Natively in Go

https://github.com/clarkmcc/go-typescript
1•TheWiggles•1h ago•1 comments

6.1M workers with 86% women, face AI disruption without a safety net

https://www.cryptopolitan.com/6-1-million-workers-with-86-women-face-ai-disruption-without-a-safe...
2•cumo•1h ago•0 comments

Why One of OpenAI's Top Researchers Walked Away [video]

https://www.youtube.com/watch?v=VaCq4u5c78U
1•gmays•1h ago•0 comments

Clawdbot-Webchat-Lite

https://github.com/study8677/clawdbot-webchat-lite
2•study8677•1h ago•0 comments

Gold Breaks $5.000/Oz

https://goldprice.org/?new
4•csomar•1h ago•0 comments

We're on the News

https://www.abc.net.au/news/2026-01-21/qld-teenagers-create-coding-app-code-lab-sri-lanka-student...
1•thadusTeam•1h ago•0 comments

A global startup marketplace where investors can message founders directly

https://azion.lovable.app
1•Aryannnmm•1h ago•1 comments

'Halo' Actor Steve Downes Asks You Not to Remake His Voice with AI

https://gizmodo.com/halo-actor-steve-downes-asks-you-not-to-remake-his-voice-with-ai-2000713343
1•cebert•1h ago•0 comments

Iran's internet blackout may become permanent, with access for elites only

https://restofworld.org/2026/iran-blackout-tiered-internet/
67•siev•1h ago•34 comments

Running the Stupid Cricut Software on Linux

https://arthur.pizza/2025/12/running-stupid-cricut-software-under-linux/
2•starkparker•1h ago•0 comments

Gold blasts past $5k to record high on safe-haven rush

https://www.reuters.com/business/finance/gold-rushes-record-high-above-5000oz-2026-01-25/
4•SilverElfin•1h ago•3 comments

Show HN: InsAIts V2 – Real-time monitoring for multi-agent AI communication

https://github.com/Nomadu27/InsAIts
1•MrSteaddy•1h ago•0 comments

Show HN: (29x faster)Rapidvalidators - Python's validators lib rewritten in Rust

https://github.com/vivekkalyanarangan30/rapidvalidators
2•vivekkalyanaran•1h ago•0 comments