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.

The Fall of the Theorem Economy

https://davidbessis.substack.com/p/the-fall-of-the-theorem-economy
1•varjag•1m ago•0 comments

PlayStation will stop releasing games on discs in 2028

https://www.bbc.com/news/articles/c0ryjyvjq41o
1•isaacfrond•2m ago•0 comments

EU could announce social media ban for kids in September

https://www.euractiv.com/news/eu-plans-to-announce-social-media-ban-for-kids-in-september/
1•Klaster_1•4m ago•0 comments

Notes: Principles of Neural Design

https://act65com.wordpress.com/2018/08/13/notes-principles-of-neural-design/
1•Kotlopou•7m ago•0 comments

Token Leaderboards

https://www.didon.app/blog/ai-token-leaderboards-employee-usage-tracking
2•babakzy•9m ago•0 comments

EU top court dismisses Google fight against record €4B EU antitrust fine

https://www.reuters.com/world/eu-top-court-dismisses-google-fight-against-record-41-billion-eu-an...
2•bontoJR•12m ago•0 comments

Agents.md is lying to your agent – and nothing checks it

https://hunch-pi.vercel.app/blog/post?slug=agents-md-is-lying-to-your-agent
1•huchdave•12m ago•0 comments

Google Reader was building the wrong future

https://buttondown.com/blog/google-reader
2•maguay•16m ago•0 comments

The Age of Personalized Hardware Is Coming

https://geastack.com/blog-the-age-of-personalized-hardware-is-coming
2•arbayi•19m ago•0 comments

Books, Highlights and Progress on Every E-Reader: BookFusion for KOReader

https://www.blog.bookfusion.com/your-books-highlights-progress-onevery-e-reader-bookfusion-for-ko...
2•skillachie•20m ago•0 comments

Synthetic Customers Earn Their Stripes

https://www.bain.com/insights/synthetic-customers-earn-their-stripes/
2•fzliu•20m ago•0 comments

Show HN: MyWritingTwin: an AI Writing Profile that makes LLMs sound like you

https://www.mywritingtwin.com
3•writingdna•31m ago•1 comments

Spent EV Batteries Get Second Life as Higher-Performance Battery Material

https://today.ucsd.edu/story/spent-ev-batteries-get-second-life-as-higher-performance-battery-mat...
3•giuliomagnifico•33m ago•0 comments

EXo Platform 7.2: Native AI Powering a Unified and Intelligent Digital Workplace

https://www.exoplatform.com/blog/exo-platform-7-2-ai-powered-unified-digital-workplace/
3•jaouanebrahim•34m ago•1 comments

A bug I ran into when using Java Modules

https://old.reddit.com/r/java/comments/1ul2wiz/a_bug_i_ran_into_when_using_java_modules_plus/
2•Tomte•34m ago•0 comments

Word Count for Blog Posts: How Long Should Yours Be?

https://fastwordcount.com/blog/real-time-word-counter-boost-your-writing-efficiency/
1•rajkverma123•39m ago•2 comments

Grasse and the London Connection (2025)

https://www.englishmaningrasse.com/post/grasse-and-the-london-connection
1•zeristor•42m ago•0 comments

A 'new way of thinking' boosted math proficiency in an East Palo Alto school

https://www.paloaltoonline.com/east-palo-alto/2026/07/01/a-new-way-of-thinking-boosted-math-profi...
6•hbarka•44m ago•0 comments

Pasqal exceeds 1k Atoms in Quantum Processor

https://www.pasqal.com/newsroom/pasqal-exceeds-1000-atoms-in-quantum-processor/
2•fofoz•47m ago•0 comments

Evaluation order and nontermination in query languages

https://www.rntz.net/post/2026-06-11-datalog-nontermination.html
2•luu•53m ago•0 comments

Show HN: Noter – AI agent dashboard for monitoring coding harnesses locally

https://noterai.tech
1•carlobizzaro•54m ago•0 comments

Show HN: Deterministic Simulation Testing

https://workers.io/blog/deterministic-simulation-testing/
1•chaitanyya•56m ago•0 comments

The Download: Anthropic Launches Claude Science, and California's Carbon Manure

https://www.technologyreview.com/2026/07/01/1139996/the-download-anthropic-claude-science-califor...
2•joozio•59m ago•0 comments

A Machine-Verified Proof of a Quantum-Optimization Conjecture

https://arxiv.org/abs/2606.29687
3•ilaysat•1h ago•0 comments

AgentOS

https://agentos-sdk.dev/
1•handfuloflight•1h ago•1 comments

I think it's still important to understand the code that our agents write

https://twitter.com/geoffreylitt/status/2072522251300409556
4•tosh•1h ago•0 comments

Let's Go Kill the Internet

https://nymag.com/intelligencer/article/doublespeed-tech-founder-creating-an-army-of-ai-influence...
3•Michelangelo11•1h ago•0 comments

MarketFish – Simulate a market with 128 AI consumers before you launch

https://github.com/Key-wxh/market-fish
7•a280887763•1h ago•0 comments

Text AI watermarks will always be trivial to remove

https://www.seangoedecke.com/text-ai-watermarks/
2•ingve•1h ago•0 comments

Show HN: Scalable AI Management Platform

https://github.com/metadist/synaplan/
1•metaralf•1h ago•0 comments