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.

Show HN: I recreated fuse wallets app onboarding in SwiftUI and made it reusable

https://github.com/georgecartridge/FuseAppOnboarding
1•georgecartridge•4m ago•0 comments

Kids for cash scandal (2004-8, for-profit incarceration in PA)

https://www.youtube.com/watch?v=tyPGSJUw87I
1•burnt-resistor•5m ago•0 comments

Cara Menghubungi CS Garuda Indonesia

1•indahponsel•7m ago•3 comments

Global Insider Trading Network Charged W Securities Fraud AndMoney Laundering

https://www.justice.gov/usao-ma/pr/eight-members-global-insider-trading-network-charged-securitie...
1•737min•7m ago•0 comments

CS Garuda Indonesia

1•indahponsel•8m ago•0 comments

Tinker: Thinking Machines Lab Thoughts

https://pranavc28.github.io/blog/posts/generative-ui-tinker/
1•pranavc28•8m ago•1 comments

Tesla Sued over Another Fatal Crash in Growing Scrutiny of Doors

https://www.bloomberg.com/news/articles/2025-11-21/tesla-sued-over-another-fatal-crash-in-growing...
1•voxadam•10m ago•0 comments

Ask HN: How Newton did so much without tea or coffee?

2•upxx•11m ago•0 comments

Show HN: Use AI to Clean Data at Scale

https://www.cluedin.com/home
2•jerrong•15m ago•0 comments

Show HN: Elasticsale.com, an open-source SaaS for retail cashback campaigns

https://elasticsale.com
1•dcvr•15m ago•0 comments

Some fundamental theorems in math – Oliver KNILL [pdf]

https://people.math.harvard.edu/~knill/graphgeometry/papers/fundamental.pdf
2•marysminefnuf•22m ago•0 comments

The European startup market is ready for the limelight

https://techcrunch.com/2025/11/21/the-european-startup-market-is-ready-for-the-limelight/
2•paulatreides•26m ago•0 comments

Show HN: smtp.js, a drop-in relay to prevent your sites spamming your users

https://community.qbix.com/t/drop-in-smtp-relay-to-combat-bots-and-prevent-spamming-users/780
1•EGreg•26m ago•0 comments

Chomsky had deeper ties to Epstein than previously known, documents reveal

https://www.theguardian.com/us-news/2025/nov/22/noam-chomsky-jeffrey-epstein-ties-emails
7•clanky•26m ago•0 comments

An Interview with a YouTube Writer Behind 500M+ Views

https://www.humaninvariant.com/blog/youtube-interview
1•humaninvariant•27m ago•0 comments

A Fast 64-Bit Date Algorithm (30–40% faster by counting dates backwards)

https://www.benjoffe.com/fast-date-64
2•benjoffe•28m ago•1 comments

Simple One-Time Passcode Inputs

https://cloudfour.com/thinks/simple-one-time-passcode-inputs/
1•gm678•35m ago•0 comments

The Lost Cat of Sullivan's Island

https://www.trulyadventure.us/lost-on-sulls-island
1•gmays•36m ago•0 comments

GCC SC approves inclusion of Algol 68 Front End

https://gcc.gnu.org/pipermail/gcc/2025-November/247020.html
28•edelsohn•38m ago•3 comments

Build with Nano Banana Pro google official developer blog post

https://blog.google/technology/developers/gemini-3-pro-image-developers/
1•visioninmyblood•39m ago•0 comments

An Economy of AI Agents

https://arxiv.org/abs/2509.01063
6•nerder92•48m ago•1 comments

"We're in an LLM bubble," Hugging Face CEO says–but not an AI one

https://arstechnica.com/ai/2025/11/were-in-an-llm-bubble-hugging-face-ceo-says-but-not-an-ai-one/
3•gmays•48m ago•0 comments

AI bots shake up hiring process

https://fortune.com/2025/11/18/hiring-job-seekers-recruiters-talent-acquisition-ai-doom-loop-appl...
1•visioninmyblood•51m ago•0 comments

What a CTO should know about tech

https://deadsimpletech.com/blog/cto_tech_capabilities
1•thelastgallon•53m ago•1 comments

Confido, by Kurt Vonnegut

https://esl-bits.eu/ESL.English.Listening.Short.Stories/Confido/default.html
2•adamwong246•53m ago•1 comments

Rybbit – The Modern Open Source Google Analytics Replacement

https://rybbit.com/
2•inesranzo•1h ago•0 comments

Simple web app to teach financial responsibility to kids

https://familypay.us
1•yashwanthcp•1h ago•1 comments

Best AI Coding Agents – Gosu Evals

https://gosuevals.com/agents.html
1•behnamoh•1h ago•0 comments

U.S. Citizens and Chinese Nationals Arrested for Exporting AI Tech to China

https://www.justice.gov/opa/pr/us-citizens-and-chinese-nationals-arrested-exporting-artificial-in...
3•kylecazar•1h ago•3 comments

The Strange and Totally Real Plan to Blot Out the Sun and Reverse Global Warming

https://www.politico.com/news/magazine/2025/11/21/stardust-geoengineering-janos-pasztor-regulatio...
1•pseudolus•1h ago•0 comments