frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Open in hackernews

GPT needs a truth-first toggle for technical workflows

1•PAdvisory•9mo 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•9mo 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•9mo 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__•9mo 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.

Ask HN: Why is Pi so good (and some observations)

1•ashersopro•3m ago•0 comments

Show HN: Speclint – OS spec linter for AI coding agents

https://github.com/speclint-ai/speclint
1•dnielsen1031•4m ago•1 comments

Qwen3.5-35B – 16GB GPU – 100T/s with 120K context AND vision enabled

https://github.com/willbnu/Qwen-3.5-16G-Vram-Local
1•willfinger•5m ago•1 comments

What Did Ilya See?

https://www.youtube.com/watch?v=glWvwvhZkQ8
2•pferdone•6m ago•0 comments

Rust Actor Framework Playground

https://knowledge.dev/playgrounds/rust-actor-framework
1•deniskolodin•6m ago•0 comments

Show HN: mTile – native macOS window tiler inspired by gTile

https://github.com/protortyp/mTile
1•protortyp•7m ago•0 comments

Show HN: Personalized financial literacy book for your kid

https://cointales.ai/en/create-your-book
1•mhalifax•11m ago•1 comments

Ask HN: Has anyone built an autonomous AI operator for their side projects?

2•rosasolana•12m ago•0 comments

Obituary for António Lobo Antunes

https://www.theguardian.com/books/2026/mar/06/antonio-lobo-antunes-portuguese-novelist-dies-aged-83
1•Archelaos•13m ago•0 comments

The legendary Mojave Phone Booth is back (2013)

https://dailydot.com/mojave-phone-booth-back-number
1•1970-01-01•15m ago•0 comments

Autonomous AI Newsroom

https://www.simplenews.ai/
2•goldkey•22m ago•0 comments

People love to hate twice-a-year clock change but can't agree on how to fix it

https://www.nbcnews.com/news/us-news/people-love-hate-changing-clocks-twice-year-cant-agree-fix-r...
2•anigbrowl•22m ago•0 comments

To be a better programmer, write little proofs in your head

https://blog.get-nerve.com/to-be-a-better-programmer-write-little-proofs-in-your-head/
1•fagnerbrack•23m ago•0 comments

Show HN: ScreenTranslate – On-device screen translator for macOS (open source)

https://github.com/hcmhcs/screenTranslate
1•hcmhcs0•23m ago•0 comments

A New Way to Synthesize Peptides (2024)

https://www.science.org/content/blog-post/new-way-synthesize-peptides
2•paulmist•25m ago•0 comments

Report from Vietnam (1968) Walter Cronkite [video]

https://www.youtube.com/watch?v=kcSeecx-Z1E
1•pcfwik•25m ago•0 comments

Airtable: Rewriting Our Database in Rust

https://medium.com/airtable-eng/rewriting-our-database-in-rust-f64e37a482ef
1•awans•26m ago•0 comments

A workflow driven web framework for Clojure

https://mycelium-clj.github.io/docs/guestbook.html
1•yogthos•27m ago•1 comments

Show HN: An AI-powered digital night vision system with drone video feed

https://www.indiegogo.com/en/projects/atx-system/atx-shadow-x1-professional-ai-night-vision
1•lukascodes•28m ago•0 comments

The Start-Stop Problem

https://kramkarthik.com/the-start-stop-problem/
1•ramkarthikk•28m ago•0 comments

Show HN: PlateSpinner – A Kanban board that orchestrates AI coding agents

https://github.com/moridinamael/platespinner
1•mordymoop•31m ago•0 comments

AI startup sues ex-CEO, saying he took 41GB of email and lied on Résumé

https://arstechnica.com/tech-policy/2026/03/ai-startup-sues-ex-ceo-saying-he-took-41gb-of-email-a...
1•pseudolus•33m ago•1 comments

Technical Beauty: FreeBSD Jails

https://vivianvoss.net/blog/technical-beauty-jails
3•vermaden•34m ago•0 comments

this css proves me human

https://will-keleher.com/posts/this-css-makes-me-human/
22•todsacerdoti•36m ago•7 comments

UK Gambling Commission explores how to keep bettors on licensed sites

https://www.coindesk.com/policy/2026/02/27/uk-s-gambling-watchdog-explores-allowing-gamblers-to-p...
1•PaulHoule•39m ago•0 comments

An IRC bot spawned the most prolific software [video]

https://www.youtube.com/watch?v=ohzzGy5K9Dk
1•todsacerdoti•40m ago•0 comments

Show HN: Auto-Co – 14 AI agents that run a startup autonomously (open source)

https://github.com/NikitaDmitrieff/auto-co-meta
3•formreply•41m ago•2 comments

Aldous Huxley on the Power of Technology (1961) [video]

https://www.youtube.com/watch?v=ZCOGFSwrGNc
2•mitchbob•41m ago•0 comments

Countries moving to ban social media for children

https://techcrunch.com/2026/03/06/social-media-ban-children-countries-list/
2•andrewstetsenko•42m ago•0 comments

White Collar Goes Blue

https://www.workingtheorys.com/p/white-collar
1•jger15•44m ago•0 comments