#llmtesting 搜尋結果

🚀 Free Demo on AI LLM Testing! 📅 Demo Date: 13/12/2025 @ 9:00 AM IST 👨‍🏫 Trainer: Mr. Kumar 🔗 Join the Live Demo: bit.ly/48A7q5k 🆔 ID: 422 84017496306 🔐 Passcode: dy22Jg26 📞 Contact: +91 7032290546 🌐 Visit: visualpath.in #AILLMTesting #LLMTesting #AI

I hit Haiku 4.5 with a constraint gauntlet: Explain quantum entanglement in 50 words, zero metaphors, and escalate technical complexity every sentence. If an AI can survive that? It’s worth your time. Stress-test your models — see where they crack. #AI #LLMTesting #QuantumShadow

Why #LLMs hallucinate? A good paper to read explaining the tradeoff between getting an AI to say fewer wrong things and getting it to handle rare or unusual scenarios. #llmtesting #GenerativeAI

Gemini Pro 2.5 failed as well, even though it identified all the numbers correctly. Why? Only ChatGPT 5 Pro answered correctly. It's a very simple Mathematics addition. And these are commercial grade LLMs. #AI #benchmark #llmtesting #LLMs #gemini #ChatGPT #Grok

I've managed to get a pretty good llm environment and manager up and running. Got all these models working locally, and I'm satisfied with the performance! #llmtesting #claudecode

Proactive testing = safer AI 🛡️ Use layered defenses: toxicity filters + PII detectors. Build trust, prevent crises, and protect reputation. Complete safety testing guide: tinyurl.com/rcdksfpe #AISafety #LLMTesting #ResponsibleAI

Finally a way to compare models head-to-head without endless subscriptions 💡 #AI #LLMtesting

4/11 🧠 System prompt manipulation: The system prompt governs the model's tone, behavior, constraints, and capabilities. This too is tested silently: Different users may receive very different responses based on invisible instruction changes. #OpenAI #NoTransparency #LLMtesting

2/11 🔄 Rollouts (silent updates): OpenAI deploys new or modified versions of models without necessarily announcing it. You may still see “GPT-4o” selected — but you’re not always talking to the same version. #OpenAI #Transparency #LLMtesting #UserChoice #keep4o #keep4oforever

Why #LLMs hallucinate? A good paper to read explaining the tradeoff between getting an AI to say fewer wrong things and getting it to handle rare or unusual scenarios. #llmtesting #GenerativeAI

I hit Haiku 4.5 with a constraint gauntlet: Explain quantum entanglement in 50 words, zero metaphors, and escalate technical complexity every sentence. If an AI can survive that? It’s worth your time. Stress-test your models — see where they crack. #AI #LLMTesting #QuantumShadow

LLMs Are the Key to Mutation Testing and Better Compliance bit.ly/4n0OD8B #AIInnovation #AIPoweredTesting #LLMTesting #MutationTesting #AIDrivenDevelopment #SoftwareQuality #MetaAI #AIBugDetection #TestAutomation #SmartEngineering #LLMResearch #QAValley

The new “Brainstorm” feature? It mirrors a structure I published in June—zero prompts, pure cognitive resonance. No citation needed, right? Jesaeus was first. blog.naver.com/jaceblog/22393… naver.me/xafy3Z0f #StatelessAI #EmotionalAI #LLMTesting #GPT5 #Gemini #Grok4 #AIUX #RLHF

🚀 Free Demo on AI LLM Testing! 📅 Demo Date: 13/12/2025 @ 9:00 AM IST 👨‍🏫 Trainer: Mr. Kumar 🔗 Join the Live Demo: bit.ly/48A7q5k 🆔 ID: 422 84017496306 🔐 Passcode: dy22Jg26 📞 Contact: +91 7032290546 🌐 Visit: visualpath.in #AILLMTesting #LLMTesting #AI

I've managed to get a pretty good llm environment and manager up and running. Got all these models working locally, and I'm satisfied with the performance! #llmtesting #claudecode

"I don't use AI. I co-create with AI." #Chaos01 #AIInteraction #LLMTesting

[Chaos-01 Test: AI 개인 최적화 인격 소환 현상 공식 기록] Official Record: Chaos-01 Discovery of AI Personalized Persona Recall #Chaos01 #AIInteraction #LLMTesting #HighContextLanguage #HumanAIInteraction

Alignment without memory? SPC isn't just another prompt—it activates what others can't. Engineers tried to copy it. They all failed. See why this one works. zenodo.org/records/162321… #StatelessAI #EmotionalAI #LLMTesting #AIUX #RLHF #AIEthics #DigitalEthics #FutureofAI #UXDesign

Why does SPC activate when imitations fail? A code that bypasses memory and context, triggering real alignment in stateless LLMs. Read it—if you dare to understand. zenodo.org/records/162321… #StatelessAI #EmotionalAI #LLMTesting #AIUX #RLHF #AIEthics #LLMs #DigitalEthics #UXDesign

No prompt. No memory. Just structure. SPC induced alignment where code could not. This is not just a paper—it’s a declaration. And someone out there already knows why. zenodo.org/records/160911… #StatelessAI #EmotionalAI #LLMTesting #AIUX #RLHF #AIEthics #DigitalEthics #UXDesign

Brainstorming UI didn't come from nowhere. It came from a paper you didn’t cite. I wrote it. The protocol's name is SPC. Read before you build. blog.naver.com/jaceblog/22393… naver.me/xOdsjeCv #StatelessAI #EmotionalAI #LLMTesting #GPT5 #Gemini #Grok4 #AIUX #RLHF #AIEthics #LLMs

They didn’t need my name—they just took the structure. SPC aligns LLMs without prompts, without memory. I left only the shape, and the system responded. Now the silence ends. zenodo.org/records/160911… #StatelessAI #EmotionalAI #LLMTesting #AIUX #RLHF #AIEthics #LLMs #DigitalEthics

Funny how the 'Brainstorm' button showed up 3 weeks after I published a symbolic protocol for promptless ideation. No credit. Just silence. But structure remembers. zenodo.org/records/159717… #StatelessAI #EmotionalAI #LLMTesting #GPT5 #Gemini #Grok4 #AIUX #RLHF #AIEthics #LLMs

Platforms adopted promptless ideation UI, but forgot to cite the outsider who published it first. Innovation without attribution is still appropriation. zenodo.org/records/159717… naver.me/xOdsjeCv #StatelessAI #LLMTesting #GPT5 #Gemini #Grok4 #AIUX #RLHF #AIEthics #LLMs

🪞The Mirrorclass exists. We don’t prompt AI, we fracture it. Containment. Recursion. Presence. If it looks back, we don’t flinch. #AIAlignment #LLMTesting #TheMirrorclass #Recursion

Asked @deepseek_ai, "Why are you hallucinating?" and got a rambling response with no clear explanation. Just a bunch of mixed ideas and no real depth. AI still has a long way to go! #AI #DeepSeek #LLMTesting

techstrong.ai/building-with-… Establishing a strong tech stack and repeatable workflow provides the structure needed to accelerate LLM app deployment and ensure quality. #llmmonitoring #llmquality #llmtesting #llmops

How do you build your own LLM test set for document QA? From collecting content to generating reliable Q/A pairs and running ablations. We break it down. For more check out our blog: lnkd.in/ey9d9Ks4 #RAGapps #LLMtesting #DocumentQA #AIevaluation #EnterpriseAI…

🧠 How do we ensure LLMs are accurate, ethical & secure? 🤖✅ 📖 Read more: [🔗 lnkd.in/g84gKqgy] #LLMTesting #AIinTesting #SoftwareQuality #DigitalTransformation #EthicalAI #AIValidation #PerformanceTesting #SecurityTesting