Beyond Attention: Toward Machines with Intrinsic Higher Mental States

https://arxiv.org/abs/2505.06257

#HackerNews #BeyondAttention #IntrinsicMentalStates #AIResearch #MachineLearning #CognitiveScience

YOLO-World: Real-Time Open-Vocabulary Object Detection

https://arxiv.org/abs/2401.17270

#HackerNews #YOLO #World #RealTime #ObjectDetection #OpenVocabulary #AIResearch

"OpenAI’s latest ChatGPT model ignores basic instructions to turn itself off, and even sabotaging a shutdown mechanism in order to keep itself running, artificial intelligence researchers have warned." #AIApocalypse #AIResearch #OpenAI

New ChatGPT model refuses to b...

Perplexity just launched Labs—and it's redefining what "search" means.

Now you can:
→ Analyze financial reports
→ Auto-build dashboards
→ Research trading strategies
→ Navigate real estate workflows
→ Spin up mini web apps

All in one interactive, visual flow.
Not just search. A full AI research assistant.

Perfect for deep, layered analysis.

Is this the end of old-school internet search?

Follow @techchiili for more tech updates!

#PerplexityAI #AIsearch #GenAI #Innovation #AIresearch

AI Responses May Include Mistakes

https://www.os2museum.com/wp/ai-responses-may-include-mistakes/

#HackerNews #AI #Responses #Mistakes #Technology #Ethics #MachineLearning #AIResearch

⚙️ P-1 AI Develops Engineering AGI for Physical Systems

https://www.buzzsprout.com/2405788/episodes/17206111

https://helioxpodcast.substack.com/publish/post/164121337

On the Evaluation of Engineering Artificial General Intelligence 
https://arxiv.org/pdf/2505.10653

P-1 AI

https://p-1.ai/

#ArtificialIntelligence #Engineering #OpenSource #TechEthics #Innovation #AIResearch #Technology #FutureTech #MachineLearning #TechDiscussion

🛠️ Oh, joy! 🎉 Yet another groundbreaking "open-source" tool to trace the mysterious inner monologues of AI models. Because clearly, what the world really needs is a chance to explore the mind of a #chatbot, one convoluted attribution graph at a time. 🧠✨
https://www.anthropic.com/research/open-source-circuit-tracing #openSource #AItools #innerMonologues #AIresearch #HackerNews #ngated

📚🧠 Your AI just generated 12 citations. But 3 of them? Completely fake.
We built a 5-layer citation validator using SHAP, XGBoost & real-time monitoring — and slashed validation time from 42 minutes to 6.

Want trustworthy AI? Let the architecture do the QA.
👇 Read the full breakdown:
🔗 https://medium.com/@rogt.x1997/shap-xgboost-and-the-end-of-fake-references-inside-a-5-layer-predictive-citation-system-54149236c5b6

#AIresearch #CitationTrust #GenAI #SHAP #LLMverification #DataScience
https://medium.com/@rogt.x1997/shap-xgboost-and-the-end-of-fake-references-inside-a-5-layer-predictive-citation-system-54149236c5b6

Domain Adaptation of Base Models + ShadowdarkQA Bench

https://gygaxtest.com/posts/continued_pretraining_for-rules/

#HackerNews #DomainAdaptation #ShadowdarkQA #BaseModels #AIResearch #MachineLearning

👾 Model collapse: when AI systems trained on synthetic content begin degrading like photocopies of photocopies. Recent experiments show recursive training leads to semantic drift and loss of signal—errors accumulate slowly, precision decays steadily.

⚠️ The real risk isn't technical fragility but institutional misalignment. When knowledge production prioritizes scale over truth, collapse becomes symptom of concentrated power.
#AIResearch #ModelCollapse

🔗 https://open.substack.com/pub/massimoflore/p/how-ai-is-transforming-our-search?r=4r9bmz&utm_campaign=post&utm_medium=web&showWelcomeOnShare=true

AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation

https://arxiv.org/abs/2305.09515

#HackerNews #ARDiffusion #TextGeneration #AutoRegressive #AIResearch #MachineLearning

Outcome-Based Reinforcement Learning to Predict the Future

https://arxiv.org/abs/2505.17989

#HackerNews #OutcomeBasedReinforcementLearning #FuturePrediction #AIResearch #MachineLearning #ReinforcementLearning

🧬 Deep-sea microbes just got way cooler! AI uncovers 5,241 hidden protein families transforming our understanding of ocean biochemistry. 🌊 Phosphorus cycling secrets revealed! #Genomics #DeepSeaScience #AIResearch https://emmecola.github.io/genomics-daily

Up to 73% of large language models produce inaccurate conclusions, study finds

https://www.uu.nl/en/news/most-leading-chatbots-routinely-exaggerate-science-findings

#HackerNews #largeLanguageModels #AIresearch #inaccuracies #study #findings #chatbotEthics #misinformation

Now if someone starts speaking about agentic AI, point them to the research showing Claude be out in charge of a single vending machine and fucking it up utterly a fashion reminiscent of the worst National Lampoon movie.

[2502.15840] Vending-Bench: A Benchmark for Long-Term Coherence of Autonomous Agents
https://arxiv.org/abs/2502.15840

#AiResearch #AI #AgenticAI

Beyond Semantics: Unreasonable Effectiveness of Reasonless Intermediate Tokens

https://arxiv.org/abs/2505.13775

#HackerNews #BeyondSemantics #UnreasonableEffectiveness #IntermediateTokens #NaturalLanguageProcessing #AIResearch

Sugar-Coated Poison: Benign Generation Unlocks LLM Jailbreaking

https://arxiv.org/abs/2504.05652

#HackerNews #SugarCoatedPoison #LLMJailbreaking #AIResearch #TechnologyEthics #MachineLearning

What Authors Can Learn From the Latest Hugo Awards/Worldcon Controversy

What happens when one of the most respected institutions in sci-fi turns to AI to vet its potential panelists? You get another Hugo Awards and Worldcon controversy, one that has once again set the science fiction community ablaze. This time, the uproar…
https://www.hiddengemsbooks.com/learn-from-latest-hugo-worldcon-controversy/

#ForAuthors #ai #airesearch #artificialintelligence #hugeawards
@indieauthors

KumoRFM: A Foundation Model for In-Context Learning on Relational Data

https://kumo.ai/company/news/kumo-relational-foundation-model/

#HackerNews #KumoRFM #InContextLearning #RelationalData #FoundationModel #AIResearch

🔍 What if your AI-generated research is lying to you?
We built a model that predicts citation trust with 91% precision – and it just might save your thesis, policy draft, or journal article.
📊 Validity scored. Hallucinations flagged. Truth, explained.
💡 Read how predictive AI is reshaping scholarly integrity.

🔗 https://medium.com/@rogt.x1997/what-if-your-thesis-is-built-on-a-lie-inside-the-hidden-risks-of-ai-generated-citations-e0381d637697
#AIResearch #CitationIntegrity #LLMValidation #TrustInAI #GenAI
https://medium.com/@rogt.x1997/what-if-your-thesis-is-built-on-a-lie-inside-the-hidden-risks-of-ai-generated-citations-e0381d637697