frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Open in hackernews

GPT needs a truth-first toggle for technical workflows

1•PAdvisory•6mo 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•6mo 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•6mo 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__•6mo 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.

Lets Encrypt Certificate Lifetimes go from 90 days to 45 days

https://letsencrypt.org/2025/12/02/from-90-to-45
2•nvader•3m ago•0 comments

Context Engineering in Manus

https://rlancemartin.github.io/2025/10/15/manus/
1•speckx•3m ago•0 comments

Are Two Heads Better Than One?

https://eieio.games/blog/two-heads-arent-better-than-one/
1•eieio•4m ago•0 comments

Static Sites, Stupid Simple

https://statue.dev/blog/static-sites-stupid-simple/
1•brantf•5m ago•0 comments

Trying out the queue for AI Workloads

https://leblancfg.com/trying-absurd-postgres-workflows.html
1•ingve•5m ago•0 comments

Cockpit audio of Alaska Airlines pilot who tried to crash plane mid-flight

https://nypost.com/2025/12/09/us-news/wild-new-cockpit-audio-reveals-moment-alaska-airlines-pilot...
1•appreciatorBus•6m ago•0 comments

Linux Foundation Announces the Formation of the Agentic AI Foundation

https://aaif.io/press/linux-foundation-announces-the-formation-of-the-agentic-ai-foundation-aaif-...
2•bretpiatt•6m ago•2 comments

U.S. F-18 fighter jets enter Venezuelan airspace for 40 minutes

https://www.miamiherald.com/news/nation-world/world/americas/venezuela/article313550838.html
3•belter•8m ago•0 comments

Show HN: DevReplay – Developer memory for GitHub (free tier, AI summaries $5pm)

https://devreplay.com
1•markhallen•8m ago•0 comments

Traceroute Tool from Scratch in Go

https://kmcd.dev/posts/traceroute/
3•speckx•12m ago•1 comments

Show HN: Async web scraping framework on top of Rust

https://github.com/BitingSnakes/silkworm
2•yehors•13m ago•1 comments

Meshoptimizer v1 Released

https://meshoptimizer.org/v1.html
2•klaussilveira•14m ago•0 comments

Android bug breaking AirPods: 9k+ stars, user fix ignored

https://issuetracker.google.com/issues/371713238
2•hoomanb•15m ago•1 comments

Congress strips right-to-repair from military spending bill

https://www.theregister.com/2025/12/09/us_military_right_to_repair_stripped/
2•mikece•17m ago•1 comments

A Modest Proposal (1729)

https://www.gutenberg.org/ebooks/1080
1•guffins•17m ago•0 comments

What will be the fallout of the AI bubble bursting

https://www.theguardian.com/technology/2025/dec/01/ai-bubble-us-economy
1•measurablefunc•18m ago•0 comments

New Music Friday: Dec. 12, 2025

https://www.pauseandplay.com/new-releases-dec-12-2025/
1•pauseandplay•18m ago•0 comments

Self-Improving VLM Judges Without Human Annotations

https://arxiv.org/abs/2512.05145
1•gmays•19m ago•0 comments

PEP 811 – Defining Python Security Response Team Membership and Responsibilities

https://peps.python.org/pep-0811/
1•rbanffy•19m ago•0 comments

Uscsb Video: Explosion at Yenkin-Majestic Paint Corporation

https://www.youtube.com/watch?v=35FkCArjLU0
1•this_steve_j•19m ago•1 comments

We now have information rug pulls

https://twitter.com/zachperk/status/1998470449412596035
1•zachperkel•20m ago•0 comments

SnadBoy's Revelation

https://www.softpedia.com/get/Security/Password-Managers-Generators/SnadBoy-s-Revelation.shtml
1•febed•21m ago•0 comments

Django: What's new in 6.0 – Adam Johnson

https://adamj.eu/tech/2025/12/03/django-whats-new-6.0/
2•rbanffy•21m ago•0 comments

Man dies of rabies after kidney transplant from donor who saved cat from skunk

https://www.theguardian.com/us-news/2025/dec/09/rabies-kidney-donor-skunk-kitten
5•mrzool•21m ago•1 comments

Giant squid recorded feeding near the surface

https://www.instagram.com/reel/DR0fAXFEqn5/
4•belter•21m ago•0 comments

Ask HN: What do you do about real art/work being called "AI Slop?"

2•SunshineTheCat•22m ago•0 comments

Netflix faces consumer class-action lawsuit over $72B Warner Bros deal

https://www.theguardian.com/business/2025/dec/09/netflix-consumer-lawsuit-warner-bros-deal
1•mitchbob•22m ago•0 comments

Power Up FSDP2 as a Flexible Training Back End for Miles

https://lmsys.org/blog/2025-12-03-miles-fsdp/
1•gmays•26m ago•0 comments

EAMSA 512

https://blog.redeaux.co/eamsa-512
2•reflipd•27m ago•0 comments

MindEval: New benchmark shows 12 top LLMs fail at mental health care

https://swordhealth.com/newsroom/sword-introduces-mindeval
2•jaimefjorge•27m ago•0 comments