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.

Show HN: Turns Any XPost into Carousel

https://tocarousel.app
1•ckkampy•1m ago•0 comments

Trump administration asks OpenAI to stagger release of new model

https://ca.finance.yahoo.com/news/us-presses-meta-agree-ai-213859668.html
1•wahnfrieden•4m ago•0 comments

A Survey on Lawvere's Fixed-Point Theorem (2025)

https://arxiv.org/abs/2503.13536
2•measurablefunc•6m ago•0 comments

I wrote a 750-page book on self-hosting in production

https://selfdeployment.io/#table_of_contents
2•kocyigityunus•9m ago•1 comments

Supercomplete.ai

https://www.supercomplete.ai/
2•ishener•9m ago•0 comments

Facebook/Astryx

https://github.com/facebook/astryx
2•geoffbp•12m ago•0 comments

Show HN: Appaca – AI Workspace for Operators

https://www.appaca.ai/
4•susros•12m ago•0 comments

Seeing Radio Waves at 30fps

https://www.crowdsupply.com/scale-rf/quadrf
2•mrtnmcc•14m ago•0 comments

MIT Open Courseware: Sailing Yacht Design

https://ocw.mit.edu/courses/2-996-sailing-yacht-design-13-734-fall-2003/download/
2•mlhpdx•22m ago•0 comments

Fundamental principles of the universe called into question by two physicists

https://www.scientificamerican.com/article/fundamental-principles-of-the-universe-called-into-que...
2•Jimmc414•24m ago•1 comments

Ludwig Spec Driven Development MCP

https://github.com/samdvr/ludwig
2•monoids•26m ago•0 comments

The Long-Term Thinker

https://zhenyi.gibber.blog/the-long-term-thinker
2•zhenyi•28m ago•0 comments

Show HN: Trophikos – a calm, ad-free recipe and cocktail library for iOS

https://apps.apple.com/us/app/trophikos/id6773508921
3•fetus8•30m ago•0 comments

Architectural Studies #02

https://www.fashionablylatetakes.com/p/architectural-studies-02
2•paulpauper•31m ago•0 comments

Bayer scores landmark victory as Supreme Court overturns Roundup verdict

https://www.fiercepharma.com/pharma/bayer-scores-major-win-scotus-overturns-roundup-verdict
3•olvy0•32m ago•1 comments

Echoes of the AI Winter

https://netzhansa.com/echoes-of-the-ai-winter/
2•signa11•33m ago•0 comments

Researcher got a death threat computing Rosetta Stone for Indus script [video]

https://www.youtube.com/watch?v=kwYxHPXIaao
2•teleforce•35m ago•0 comments

Fortune 500 bosses demanding staff RTO share 1 trait: Narcissism, research finds

https://fortune.com/2026/06/25/return-to-office-ceos-ego-research/
4•Markoff•35m ago•2 comments

AI agents are sensitive to nudges

https://www.pnas.org/doi/10.1073/pnas.2537030123
2•paulpauper•37m ago•1 comments

New Business Formation Is Surging–Again

https://marginalrevolution.com/marginalrevolution/2026/06/more-firms-more-dynamism.html
2•paulpauper•38m ago•0 comments

OpenAI will initially only release ChatGPT 5.6 to government-approved customers

https://www.engadget.com/2202129/openai-will-initially-only-release-chatgpt-5-6-to-government-app...
3•mattas•38m ago•0 comments

The Latent Capability Ceiling: When a Bigger Model Won't Fix Your Problem

https://tianpan.co/blog/2026-04-19-latent-capability-ceiling-llm-production
2•capplexham•39m ago•0 comments

Agent Engineering Roadmap – a beginner-friendly guide to building AI agents

https://github.com/audi0417/agent-engineering-roadmap
2•Audi0417•40m ago•0 comments

Leave Windows 11 Idle for 24 Hours and Watch What Happens [video][18 mins]

https://www.youtube.com/watch?v=Wtg_s1GQiMU
2•Bender•42m ago•1 comments

You can never replace your understanding

https://www.anthropic.com/research/claude-code-expertise
4•martianvoid•47m ago•0 comments

Faster KNN search in Manticore: 2-pass HNSW, batched distances, and AVX-512

https://medium.com/@s_nikolaev/faster-knn-search-in-manticore-2-pass-hnsw-batched-distances-and-a...
3•snikolaev•53m ago•0 comments

Has UC Denver Lost Control of Their Website?

https://www.ucdenver.edu/homepage
2•idontwantthis•57m ago•4 comments

The Art of War

https://en.wikipedia.org/wiki/The_Art_of_War
3•martianvoid•57m ago•0 comments

Agent Zero – A full Docker Linux system for your AI agent

https://github.com/agent0ai/agent-zero
2•modinfo•58m ago•0 comments

Hydrating plants during the heatwave with DIY irrigation

https://www.womanandhome.com/homes/homes-news/diy-irrigation-garden-hack-for-hot-weather/
2•smooke•59m ago•0 comments