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.

Nvidia resurrects older graphics cards as RAM demands impact tech prices

https://mashable.com/tech/nvidia-gpu-rtx-3060-ramageddon
1•ripe•2m ago•0 comments

mRNA vaccines – a new era in vaccinology (2018)

https://www.nature.com/articles/nrd.2017.243
1•downbad_•4m ago•0 comments

Cheaper Than Concrete: Robots and the New Stone Age

https://originals.is/p/cheap-splendor-robots-and-the-new
1•MediaSquirrel•6m ago•0 comments

List of Domesticated Animals

https://en.wikipedia.org/wiki/List_of_domesticated_animals
1•jcmontx•6m ago•0 comments

The best thing that's ever happened for multiplayer games?

https://mas-bandwidth.com/the-best-thing-thats-ever-happened-for-multiplayer-games/
1•gafferongames•9m ago•0 comments

Drone Physics

https://iahmed.me/post/drone-physics/
2•wrxd•11m ago•0 comments

Chad Fowler's "Phoenix Architecture"

https://stevekrouse.com/phoenix
2•stevekrouse•11m ago•0 comments

Show HN: Jensen – a Deus Ex: Human Revolution theme for 30 developer apps

https://tomaytotomato.github.io/jensen/
1•tomaytotomato•12m ago•0 comments

GPT 5.5 uses Grug Brained talk during reasoning for 2x token efficiency

https://www.youtube.com/watch?v=ypO0q_8zhWw
3•m3h•13m ago•0 comments

SlateDB: An Object-Native LSM for Online Systems

https://slatedb.io/blog/introducing-slatedb/
5•agavra•13m ago•0 comments

Why AI Hasn't Cured Anything yet [video]

https://www.youtube.com/watch?v=n-hWHV2ZKOA
1•gurjeet•13m ago•0 comments

Skill.md AI Crawler Visibility

https://github.com/MerqryLabs/ai-crawler-visibility
2•novaesystems•15m ago•0 comments

WordPress Vulnerability Scan Came Back Clean. Are You Still Exposed?

https://blog.wpsec.com/your-wordpress-vulnerability-scan-came-back-clean-are-you-still-exposed/
1•jonasl•15m ago•0 comments

Cinder Dial, a molten forge-machine turning in real time

https://sand-morph.up.railway.app/grand-elemental
1•echohive42•15m ago•0 comments

SCOTUS Decision: Law Enforcement's Use of 'Geofence Warrant' Was a 'Search'

https://daringfireball.net/2026/06/scotus_geofence_warrant_search
1•coloneltcb•16m ago•0 comments

We used coding agents to add RonSQL support to RonDB

http://mikaelronstrom.blogspot.com/2026/06/experiences-from-new-wave-of-ai.html
1•jamesblonde•17m ago•0 comments

Show HN: Frontier AI Lab Jobs – Open Jobs by Function at OpenAI, Anthropic

https://frontierjobs.org/
1•te_ch•19m ago•0 comments

Bromure Agentic Coding: Wrap agent in a VM and proxy that VM, preventing leaks

1•pixdamix•20m ago•0 comments

Tokyo has only two barley tea makers, we visited one to see how mugicha is made

https://soranews24.com/2026/06/30/tokyo-has-only-two-barley-tea-makers-and-we-visited-one-to-see-...
3•zdw•21m ago•0 comments

Learning to Replicate Expert Judgment in Financial Tasks

https://thinkingmachines.ai/news/learning-to-replicate-expert-judgment-in-financial-tasks/
1•dphuang2•22m ago•0 comments

Q&A with Micron's VP and GM of Memory

https://morethanmoore.substack.com/p/q-and-a-with-microns-vp-and-gm-of
1•zdw•23m ago•0 comments

Hologram v0.10: Events and middleware for Elixir running in the browser

https://hologram.page/blog/hologram-v0-10
1•bartblast•23m ago•0 comments

Warp raises $60M Series B

https://www.warp.co/b
3•dphuang2•25m ago•3 comments

AI Could Be the Railroad of the 21st Century. Brace Yourself

https://www.derekthompson.org/p/artificial-intelligence-could-be
2•simonebrunozzi•26m ago•0 comments

Wall-run (4k:c64,v20,c16,zx,PC)

https://orac81.itch.io/wall-run
3•orac81•32m ago•2 comments

Maestral open-source Dropbox client no longer actively supported

https://maestral.app/
4•rja65•33m ago•0 comments

Volkswagen's Crisis in Five Charts

https://www.reuters.com/business/autos-transportation/volkswagens-crisis-five-charts-2026-06-30/
2•leonidasrup•35m ago•0 comments

2021 Florida Condo Collapse. NIST Investigation Concluded

https://www.popularmechanics.com/science/a71731922/surfside-condo-collapse/
2•bryan0•36m ago•1 comments

Doubt that Elon Musk 'earned' his trillion?

https://www.theguardian.com/global/commentisfree/2026/jun/30/elon-musk-trillion-rightwing-media
4•jethronethro•39m ago•0 comments

OrgForge: The Next Step in Enterprise AI Simulation

https://www.machinebrief.com/news/orgforge-the-next-step-in-enterprise-ai-simulation-u364
2•decorner•39m ago•0 comments