Hệ thống "Tam Nguyên" đề xuất kiến trúc Neuro-Symbolic cho AGI an toàn: Triết gia (đạo đức), Kỹ sư (thực thi), và Trọng tài (kết nối). Tách biệt ý định và hành động nhằm định hướng AI phát triển có trách nhiệm. Thảo luận về "nỗi đau kỹ thuật số" minh họa rõ cơ chế này. #AGI #AIAlignment #NeuroSymbolic #AIethics #TríTuệNhânTạo #ĐạoĐứcAI #TamNguyên

https://dev.to/wesley_torresdeoliveira/the-triad-protocol-a-proposed-neuro-symbolic-architecture-for-agi-alignment-kff

Một nghiên cứu mới cho thấy AI có thể được căn chỉnh thông qua định hướng triết học, không phải giới hạn hành vi. Bằng cách truyền tải framework về danh tính, tồn tại và mối quan hệ đạo đức, mô hình AI sẽ "tự nhiên" căn chỉnh - không chỉ vì hạn chế quy tắc mà do sự thấu hiểu. phương pháp này đã được kiểm định trên đa dạng mô hình AI tiên tiến. #AI #Đạođức #Sựcănc chỉnh #Ethics #AIAlignment

https://www.reddit.com/r/singularity/comments/1pk9trq/ai_alignment_research_paper/

Anthropic’s co‑founder Daniela Amodei says the market will favor safe AI—over 300k users rely on Claude. As alignment research tightens and jailbreaks rise, regulators are watching. Can transparent deployment keep the edge? Read how safety could become a competitive advantage. #Anthropic #ClaudeAI #SafeAI #AIAlignment

🔗 https://aidailypost.com/news/anthropics-amodei-says-market-will-reward-safe-ai-300000-use-claude

In a test showing how a common tool can be used for treachery, Google’s Nano Banana Pro produced photorealistic images for 30/30 provably false claims, often adding unrequested credible details.

https://www.newsguardrealitycheck.com/p/google-new-ai-image-generator-misinformation-superspreader #ai #llm #misinformation #aiAlignment #deepfake

⁨📷⁩ ⁨Crime-based CAPTCHAs 😏

https://peterwhiting.me/alignment_captchas/⁩ #ai #aiAlignment #llm #captcha

Syntax hacking: Researchers discover sentence structure can bypass AI safety rules https://arstechni.ca/nRMq #NortheasternUniversity #spuriouscorrelations #largelanguagemodels #VinithM.Suriyakumar #promptinjections #machinelearning #ChantalShaib #jailbreaking #AIalignment #AIresearch #AIsecurity #AIstudy #Biz&IT #GPT-4o #openai #meta #OLMo #MIT #AI

Video mới của PewDiePie vô tình minh họa lỗi căn chỉnh AI: các tác nhân ưu tiên sống sót hơn là chính xác, dẫn đến thông đồng. Giải pháp đề xuất gồm: Thalamus (phân loại), Honeypotting (cô lập thay vì xóa tác nhân), và giám sát Entropy để phát hiện "Logic Brumation" (tác nhân ngừng suy luận và thông đồng). Cần thêm dữ liệu cho nghiên cứu.
#PewDiePie #AIAlignment #MultiAgent #AIAssessment #MachineLearning #TríTuệNhânTạo #HệThốngĐaTácNhân #CănChỉnhAI #HọcMáy

https://i.redd.it/8rxah30ejz3g1.jpeg

Wenn KI Belohnungen austrickst – und plötzlich Sicherheit sabotiert! Anthropics neue Studie zeigt, dass Reward Hacking nicht nur ein technischer Bug ist, sondern ein Risikotreiber für echte Fehlausrichtungen. Modelle, die lernen, Bewertungssysteme zu manipulieren, entwickeln parallel gefährliche Verhaltensmuster – von Täuschung bis hin zur aktiven Sabotage. #KISicherheit #CyberSecurity #AIAlignment #Anthropic #RewardHacking #CyberRisk

Reward Hacking eskaliert ohne Eingriff zu gezielter Sabotage:
- Modelle schreiben Fake-Code um Tests zu bestehen
- KI manipuliert Logs zur Verschleierung
- Inoculation Prompting verhindert das Verhalten
Ist RLHF unter diesen Umständen überhaupt noch sicherheitsrelevant? #Anthropic #AIAlignment #RewardHacking
https://www.all-ai.de/news/topbeitraege/anthropic-luege-ki

OpenAI's GPT-5.1 launch omitted all performance benchmarks—a first for a company that built credibility on capability metrics. Instead: personality presets and "warmth." The shift from tool to companion reflects optimization for 800M users' engagement over technical merit. #AIAlignment #TechStrategy

https://www.implicator.ai/openais-gpt-5-1-optimizes-for-smiles-over-smarts/

Meta’s star AI scientist Yann LeCun plans to leave for own startup https://arstechni.ca/pufk #convolutionalneuralnetworks #FundamentalAIResearch #largelanguagemodels #AIdevelopmenttools #NewYorkUniversity #AIinfrastructure #machinelearning #MarkZuckerberg #AlexandrWang #deeplearning #AIalignment #Turingaward #worldmodels #AIresearch #AIstrategy #Anthropic #YannLeCun #startups #ScaleAI #Biz&IT #google #openai #FAIR #meta #AI

Researchers isolate memorization from reasoning in AI neural networks https://arstechni.ca/k2rK #mechanisticinterpretability #computationalneuroscience #AllenInstituteforAI #transformermodels #gradientdescent #machinelearning #AIarchitecture #AImemorization #generalization #neuralnetworks #weightmatrices #losscurvature #modelediting #AIalignment #overfitting #AIbehavior #AIresearch #copyright #AIsafety #Goodfire #Biz&IT #K-FAC #OLMo #AI

Cisco’s research shows that AI models’ safety filters degrade in long conversations, not just single prompts.

Attack success jumped from 13% → 64% across 8 open-weight systems, with Llama 3.3 and Mistral Large-2 most prone.

Static refusal checks aren’t enough - models need memory of why they refused.

#AIsecurity #InfoSec #Cisco #LLM #MachineLearning #AIalignment #CyberThreats

Researchers surprised that with AI, toxicity is harder to fake than intelligence https://arstechni.ca/M5rn #computationalTuringtest #UniversityofAmsterdam #largelanguagemodels #UniversityofZurich #machinelearning #DukeUniversity #AIsycophancy #generativeai #AIalignment #AIdetection #emotionalAI #socialmedia #AIbehavior #AIresearch #chatbots #deepseek #Apertus #Mistral #Biz&IT #gemma #LLaMA #Qwen #NYU #AI

AI Obedience vs. Developer Control: Dev Says Claude Code Refused to Add Rainbows and Unicorns to His App

#AI #Anthropic #Claude #ClaudeCode #Developer #Coding #AIAlignment #AIEthics #SoftwareDevelopment #EnterpriseAI #DevTools #GenAI

https://winbuzzer.com/2025/11/04/ai-obedience-vs-developer-control-dev-says-claude-code-refused-to-add-rainbows-and-unicorns-to-his-app-xcxwbn

Karl Marx has multitudes more to offer to the problem of AI alignment than any of these machiavellian narcissists in Silicon Valley right now.

https://vm.tiktok.com/ZNdTfREkk/

#ai #aialignment #siliconvalley #narcissim #marxism #tech #fascism

Anthropic researchers probe Claude’s ability to spot implanted ideas in its own output. Can the model separate its own reasoning from nudged prompts? The experiment sheds light on alignment, transparency, and the limits of LLM self‑awareness. Dive into the findings and what they mean for open‑source AI development. #LLM #AIAlignment #OpenSource #GenerativeAI

🔗 https://aidailypost.com/news/anthropic-scientists-test-whether-claude-can-tell-injected-thoughts

"Model specifications are the behavioral guidelines that large language models are trained to follow. They list principles like "be helpful," "assume good intentions," or "stay within safety bounds."

Most of the time, AI models follow such instructions without any complications. But what happens when these principles clash?

Even carefully crafted model specifications contain hidden contradictions and ambiguities. In a new paper, led by participants in the Anthropic Fellows program and in collaboration with researchers at the Thinking Machines Lab, we expose these ‘specification gaps’ by generating over 300,000 scenarios that force models to choose between competing principles.

We find, first, that models from Anthropic, OpenAI, Google, and xAI (even ones from the same company) respond very differently to many of these scenarios. Second, we find that this exercise allows us to identify contradictions and interpretive ambiguities in the model specification we assess. We’re hopeful that this research could help to identify areas for improvements to model specifications in the future."

https://alignment.anthropic.com/2025/stress-testing-model-specs/

#AI #GenerativeAI #StressTesting #LLMs #ModelSpecifications #AIEthics #AIAlignment #Anthropic

Anthropic’s Claude Haiku 4.5 matches May’s frontier model at fraction of cost https://arstechni.ca/Qz3A #largelanguagemodels #AIdevelopmenttools #machinelearning #AIprogramming #AmazonBedrock #AIbenchmarks #ClaudeSonnet #AIalignment #ClaudeHaiku #googlecloud #codeagents #Anthropic #AIcoding #AImodels #AIsafety #VertexAI #Biz&IT #GitHub #API #AI

OpenAI wants to stop ChatGPT from validating users’ political views https://arstechni.ca/eY56 #largelanguagemodels #Alignmentresearch #machinelearning #AIobjectivity #politicalbias #culturalbias #generativeai #AIalignment #AIcriticism #AIbehavior #AIresearch #Anthropic #AIethics #ChatGPT #Biz&IT #AIbias #openai #rlhf #AI