frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Open in hackernews

GPT needs a truth-first toggle for technical workflows

1•PAdvisory•10mo 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•10mo 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•10mo 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__•10mo 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.

Investigation: Unmasking the anonymous hosts of 'Russians With Attitude'

https://kyivindependent.com/exclusive-investigation-reveals-hosts-of-us-popular-far-right-podcast/
1•doener•43s ago•0 comments

Ask HN: Why is CRM data entry still so manual in 2026?

1•tharunmarella•1m ago•0 comments

Spectre – A design-by-contract, compiled programming language with QBE back end

https://github.com/spectrelang/spectre
1•death_eternal•4m ago•0 comments

TypeScript Enums Are Terrible

https://www.youtube.com/watch?v=0fTdCSH_QEU
1•goodoldneon•5m ago•1 comments

API and MCP that pumps data from SEC filings into your agent context

https://medium.com/@steve_63055/give-your-ai-agent-direct-access-to-kpis-from-sec-filings-e372d04...
2•sjt-at-rev•8m ago•1 comments

Graphify: An AI skill for turning any folder into a queryable knowledge graph

https://github.com/safishamsi/graphify
1•tanelpoder•9m ago•0 comments

Analyzing Reverse Address Translation Overheads in Multi-GPU Scale-Up Pods

https://arxiv.org/abs/2604.02473
1•matt_d•11m ago•0 comments

Surprising hidden pattern connecting over 1,500 languages found

https://www.independent.co.uk/news/science/languages-universal-grammar-rules-pattern-b2952396.html
1•antfarm•14m ago•0 comments

Bitwarden Is Down

https://status.bitwarden.com/issues/69d430c5763f44a7efca7b8a
4•zhan_eg•14m ago•0 comments

Show HN: ACP – Governance for AI Coding Agents (Claude Code, OpenClaw)

https://agenticcontrolplane.com/
1•davidcrowe•15m ago•0 comments

How to Perform a Bulk Permissions Check in FusionAuth FGA by Permify

https://fusionauth.io/blog/permify-bulk-permissions-check
1•mooreds•19m ago•0 comments

Launchyard – vibe code a business

https://launchyard.dev
1•hackmaxim•21m ago•1 comments

HubLite – A native macOS CRM for people who find HubSpot/Salesforce overkill

https://www.innobera.com/hublite/
1•Evian-SP•22m ago•0 comments

Show HN: MemberLane – Paid Communities on Telegram, Discord, and WhatsApp

https://www.memberlane.app
2•grene98•24m ago•0 comments

Reddit is the #1 most cited source across every major AI search platform

https://virtualuncle.com/answer-engine-optimization-aeo-guide-2026/
3•svrbvr•27m ago•0 comments

Kalshi wins appeal against New Jersey in Third Circuit

https://www.dopaminemarkets.com/p/prediction-markets-vs-states-the
1•astorplace•27m ago•1 comments

Show HN: A bespoke magazine for the kid in your life

https://www.juiceboxjournal.com/
1•easymode•30m ago•0 comments

Show HN: Clickly – tool for designers and engineers to build mobile apps

https://clickly.app
1•roskoalexey•35m ago•0 comments

Show HN: Next Moca – control plane for AI agents (pre-seed @ $10M)

https://www.nextmoca.com
1•swanandrao•36m ago•0 comments

Matrix-Kernel-Root

https://github.com/M2KR4R/matrix-kernel-root
1•M2KR4R•37m ago•0 comments

Um método informático para crianças feito com amor

https://www.amazon.com.br/dp/B0DN62YNJF
3•Hanoverdoes•38m ago•0 comments

Anthropic, OpenAI and Google sharing Intel to block Chinese distillation

https://www.bloomberg.com/news/articles/2026-04-06/openai-anthropic-google-unite-to-combat-model-...
2•nikcub•39m ago•0 comments

Building a DIY OpenClaw

https://ben.page/claude-mac
2•j03b•40m ago•0 comments

Bernie Sanders: "AI Is a Threat to Everything the American People Hold Dear"

https://www.wsj.com/opinion/ai-is-a-threat-to-everything-the-american-people-hold-dear-a3286459
6•fortran77•40m ago•5 comments

Real-time tracker for NASA's Artemis II Moon mission

https://artemis.fyi/
2•jsk2600•41m ago•0 comments

GitHub Copilot CLI combines model families for a second opinion

https://github.blog/ai-and-ml/github-copilot/github-copilot-cli-combines-model-families-for-a-sec...
2•salkahfi•43m ago•0 comments

Show HN: CacheZero – Karpathy's LLM wiki idea as one NPM install

3•swarajbachu•46m ago•0 comments

Anthropic expands partnership w Google and Broadcom for multiple GW of compute

https://www.anthropic.com/news/google-broadcom-partnership-compute
4•l1n•46m ago•0 comments

Optimizing Time, Cost, and Generalization in Distributed Large-Batch Training

https://arxiv.org/abs/2603.18112
2•PaulHoule•48m ago•0 comments

PrismML – Announcing 1-bit Bonsai: The First Commercially Viable 1-bit LLMs

https://prismml.com/news/bonsai-8b
2•janandonly•48m ago•0 comments