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.

Running the Booziest Marathon

https://www.ft.com/content/1d4e233c-5204-40da-9685-0b7c1b450edc
1•dejournal•1m ago•0 comments

Spear (10/GUI for Mac) [video]

https://www.youtube.com/watch?v=7eGS54ScY0g
1•mortenjorck•1m ago•1 comments

Federal appeals court upholds Thomson Reuters' landmark AI copyright win

https://www.niemanlab.org/2026/09/federal-appeals-court-upholds-thomson-reuters-landmark-ai-copyr...
1•decka227•1m ago•1 comments

Slop-Posting is a New Form of S–-posting

https://techrights.org/n/2026/09/30/Slop_Posting_is_a_New_Form_of_S_posting.shtml
1•amcclure•2m ago•0 comments

Broadcom to lend Anthropic up to $42B in deal to lease chips

https://finance.yahoo.com/technology/article/broadcom-to-lend-anthropic-up-to-42-billion-to-lease...
1•Risse•2m ago•0 comments

150k Tokens Deep: Why Context Recall Beats Compaction by Up to 8x

https://huggingface.co/blog/dacorvo/150k-tokens-deep-why-context-recall-beats-compacti
1•dacorvo•2m ago•0 comments

Axanar Star Trek fan film

https://axanar.com/watch
1•mmh0000•3m ago•0 comments

A ClickFix Attack

https://latentstate.net/inside-a-clickfix-attack/
1•freakynit•3m ago•0 comments

Exchange Online EWS, Your Time Is Almost Up

https://techcommunity.microsoft.com/blog/exchange/exchange-online-ews-your-time-is-almost-up/4492361
1•w3ll_w3ll_w3ll•3m ago•0 comments

OpenAI adds $500 Pro tier, nerfs existing $200 tier

https://www.engadget.com/2272106/openai-adds-dollar500-pro-subscription-nerfs-its-existing-dollar...
1•giwook•3m ago•1 comments

ML training framework designed for agents

https://sexpgpu.041.io/
1•Nipsuli•4m ago•0 comments

High Agency

https://www.highagency.com/
1•luispa•4m ago•0 comments

The long history of slop in music

https://www.huckmag.com/article/long-history-of-slop-music
1•rdmuser•4m ago•0 comments

Cascade: Neural Image Compressing Using Gemini and SDXL

https://bertolami.com/blog/cascade-neural-image-compression
2•flowerspell•6m ago•0 comments

RedKite – CI/CD on Node.js done right

https://github.com/JVKdouk/RedKite
1•jvck10•6m ago•0 comments

The left hand should know what the right hand is doing

https://unsung.aresluna.org/the-left-hand-should-know-what-the-right-hand-is-doing/
1•speckx•9m ago•0 comments

During Covid I played Go reasonably seriously for about a year

https://twitter.com/spakhm/status/2105673044962296135
1•tosh•9m ago•0 comments

Show HN: TrueScribe – Linux local AI transcription studio

https://truescribe.app/
1•tinykerneldev•9m ago•0 comments

Hacker News hitting 62% AI content in September

https://twitter.com/lcamtuf/status/2105657692023079061
2•taytus•10m ago•0 comments

Three buyers hold 85% of 2027 HBM capacity

https://theinference.org/article/nvidia-s-279-billion-backs-an-estimated-37-of-the-world-s-2027-a...
1•WithinReason•10m ago•0 comments

Show HN: Kvitansiya – a Claude Code hook that checks "deployed" against prod

https://github.com/Dilshod-Abdullayev/kvitansiya
1•dilshoddev•11m ago•0 comments

YouTube is letting creators make reaction content, using everyone videos

https://www.tubefilter.com/2026/09/28/youtube-long-form-reaction-content/
1•rdmuser•12m ago•0 comments

New Games on GeForce Now This October

https://blogs.nvidia.com/blog/geforce-now-thursday-october-2026-games-list/
1•tosh•12m ago•0 comments

Show HN: Ghost Money – Alive/Dead board for 2026 free-money ads

https://ghost-money.surge.sh/check
1•jtberry87•13m ago•0 comments

Show HN: Gutsy – a 0.8B Jev-compatible decision model that runs on your CPU

https://github.com/kouhxp/gutsy
1•mrkn1•15m ago•0 comments

Show HN: Velu - self updating product documentation

https://www.veludocs.com/
1•_aravindc•16m ago•0 comments

YouTube promises custom feeds and more AI later this year

https://arstechnica.com/gadgets/2026/09/youtube-promises-custom-feeds-and-a-lot-more-ai-later-thi...
1•Liriel•17m ago•0 comments

Balkan Cyberia

https://direct.mit.edu/books/oa-monograph/5598/Balkan-CyberiaCold-War-Computing-Bulgarian
1•ibobev•18m ago•0 comments

Pleumeur-Bodou Satellite Communications Centre

https://fr.wikipedia.org/wiki/Centre_de_t%C3%A9l%C3%A9communication_par_satellite_de_Pleumeur-Bodou
1•evanjrowley•18m ago•1 comments

Show HN: Past.dev – memory layer for agent reaching 85% on BEAM 10M

https://past.dev/blog/introducing-past-dev
1•louisreal•18m ago•0 comments