frontpage.
newsnewestaskshowjobs

Open Source @Github

fp.

Open in hackernews

GPT needs a truth-first toggle for technical workflows

1•PAdvisory•1y 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•1y 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•1y 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__•1y 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.

Long-term remission of neuromyelitis optica w hematopoietic stem cell transplant

https://www.cell.com/med/abstract/S2666-6340(26)00182-0?_returnURL=https%3A%2F%2Flinkinghub.elsev...
1•bookofjoe•44s ago•0 comments

Please Stop Talking About AGI (2025)

https://blog.jxmo.io/p/we-should-stop-talking-about-agi
1•root-parent•1m ago•0 comments

AI Tool That Analyzes Reddit Complaints and Suggests Micro-SaaS Ideas

https://ideavault-alpha.vercel.app/
1•awsaqh•2m ago•0 comments

Europe's Cloud Problem Isn't the Tech. It's the Mindset

https://julien.danjou.info/blog/europes-cloud-problem-isnt-the-tech/
2•enz•3m ago•0 comments

Indian IT stocks slump up to 7% as Accenture cuts revenue outlook

https://www.cnbc.com/2026/06/19/india-it-stocks-fall-accenture-cuts-revenue-forecast.html
2•root-parent•6m ago•1 comments

Where Multi-Agent teams outperform Single Agent runs (and where they don't)

https://www.youtube.com/watch?v=LJ6gdvoekDs
1•jorgemv•7m ago•0 comments

The hard part begins after the lab experiments end

https://rochansinha.com/posts/2026-06-15-The%20hard%20part%20begins%20after%20the%20lab%20experim...
1•rochansinha•7m ago•0 comments

Co/Core – An AI Cooperative

https://console.cocore.dev/
1•tobr•8m ago•0 comments

AI Development Company

1•alexsebastianoo•14m ago•0 comments

Non-Terrifying Spirituality for Children

https://mrmarket.lol/non-terrifying-spirituality-for-children/
1•mrmarket•15m ago•0 comments

My Mathematical Regression

https://blog.dahl.dev/posts/my-mathematical-regression/
2•aleda145•18m ago•0 comments

Whatever Recall – Local AI-knowledge embedded directly within your code

https://whatever-recall.com
1•ChristianMcCain•18m ago•0 comments

The FreeBSD-Update(8) Screensaver

https://vermaden.wordpress.com/2026/06/19/freebsd-update-screensaver/
2•vermaden•19m ago•0 comments

Show HN: Speechmark – On-device meeting notes for Mac (no bot, no cloud)

https://www.speechmark.co/
1•theone•20m ago•0 comments

A startup claims it broke through a bottleneck that's holding back LLMs

https://www.technologyreview.com/2026/06/19/1139313/a-startup-claims-it-broke-through-a-bottlenec...
1•joozio•20m ago•0 comments

Samsung Demonstrates 3D Stacked FETs with Triple Nanosheet Channels at 42nm

https://semiconductor.samsung.com/news-events/tech-blog/from-gaa-to-3d-stacked-fet-expanding-the-...
1•its_ajseven•20m ago•0 comments

Simple, declarative RUM and E2E tests for web apps

https://faultsense.com
1•mitchm•20m ago•0 comments

The LLM industry must keep the RAM prices at absurd levels

https://infosec.exchange/@masek/116775772309957886
2•ndr42•22m ago•0 comments

Docker-compatible REST API on top of Apple's containerization libraries v1.0.0

https://github.com/socktainer/socktainer
1•geordee•24m ago•0 comments

Daveigh Chase, star of Lilo and Stitch and The Ring, dies aged 35

https://news.sky.com/story/daveigh-chase-star-of-lilo-and-stitch-and-the-ring-dies-aged-35-13555579
1•austinallegro•25m ago•0 comments

Self-adapting and mutating LLM based viruses/worms

1•rozumbrada•25m ago•0 comments

How to get product feedback from agents

https://www.sanity.io/blog/how-to-get-product-feedback-from-agents
1•ingve•30m ago•0 comments

Teams using AI for outbound email are finding it harder, Folderly research finds

https://apnews.com/press-release/ein-presswire-newsmatics/press-release-722e599d4420e5d71c812e09b...
1•adamhh•31m ago•0 comments

Node.js Security Fix Silently Broke node-fetch, which broke other tools

https://jdstaerk.substack.com/p/nodejs-security-fix-silently-broke
3•DDerTyp•34m ago•1 comments

HorseWood Reviews 2026: Why Men Are Talking About This Formula

https://finance.yahoo.com/sectors/healthcare/articles/horsewood-urgent-report-2026-horse-19110038...
2•ratypals•39m ago•0 comments

Beast – governed output gateway for AI coding agents

https://github.com/Byron2306/EdgeK-BEAST
1•Byron230686•40m ago•0 comments

Truthforge: A deterministic, closed-form valuation model for token ecosystems

https://github.com/TruthForge-Foundation/truthforge
1•TruthForge•41m ago•0 comments

Site lets you blend your music taste with artists, not sure its useful

https://www.eccomuse.com/
2•Nigh-Knight•41m ago•0 comments

Pentagon used Elon Musk's Grok AI to fire 2k missiles at Iran, official says

https://www.independent.co.uk/news/world/americas/us-politics/elon-musk-grok-ai-iran-missiles-pen...
4•pseudolus•45m ago•0 comments

Narcissism of Small Differences

https://en.wikipedia.org/wiki/Narcissism_of_small_differences
3•gurjeet•48m ago•0 comments