Join free with your email
Free. No spam, ever — we'll never share your email address and you can opt out at any time. Already a subscriber? Log in
What credible people across AI noticed, why it matters, and where the field is converging or disagreeing.
Posts are grouped by conversation and tone. Select a lens to filter the stream; these are never permanent labels on people.
No development in this filter has enough independent reactions yet. The maps appear as soon as the evidence supports them.
One card per development. Sources are clustered; reaction bundles describe these posts, never the people behind them.
2 directory members surfaced this signal.
“"Misaligned agents and inadequate guardrails" would be more accurate than "rogue AI." It would point toward the collective human negligence that has led to this. But this is a good article. www.notus.org/technology/r...”
1 directory member surfaced this signal.
“This study presents Hand2Bot, an RGB-D dataset capturing human gestures in real-world handover scenarios, addressing the sim-to-real gap. The PassGen pipeline improves intention prediction, allowing robots to effectively anticipate actions. https://arxiv.or…”
1 directory member surfaced this signal.
“Research shows that during AI context compaction, safety rules can be lost or silently degraded, causing significant violations. The study stresses that verifying rule presence is not enough for compliance, thus highlighting the need for external monitoring…”
3 experts across 2 network communities independently surfaced this.
“I feel like I'll be coming back to this a lot...”
1 directory member surfaced this signal.
“AHD Agent enhances heuristic design by integrating LLMs into a dynamic framework, enabling active selection between heuristic generation and tool use, improving efficiency and matching larger models with fewer evaluations. https://arxiv.org/abs/2605.08756”
2 directory members surfaced this signal.
“If you enjoy the public writing that I do and want to support it, please consider sharing this link or donating directly. DMs open for UXR job leads. Thank you. ko-fi.com/drjuliecarpe... jgcarpenter.com/blog.html”
1 directory member surfaced this signal.
“Mika Okamoto, Ansel Kaplan Erol, Kutluhan Erol Why Do AI Agents Break Rules? How Framing, Context, and Social Signals Shape Compliance https://arxiv.org/abs/2608.12323”
1 directory member surfaced this signal.
“Yudong Wang, Zhe Yang, Wenhan Ma, Rang Li, Qibin Yang, Weimin Xiong, Jiangshan Duo, Liang Zhao, Zhifang Sui From Refuse to Richness: Rubric Rewards for Long-Form Hallucination Reinforcement Learning https://arxiv.org/abs/2608.12337”
1 directory member surfaced this signal.
“Jiacheng Guo, Suozhi Huang, Yunlong Gao, Zihao Li, Jian Ge, Xu Kuang, Mengdi Wang AQuA: Recursively Self-Improving Quantitative Trading Research Agents https://arxiv.org/abs/2608.12841”
2 directory members surfaced this signal.
“"We’re watching all of this roll out as if we have no choice, as if it’s inevitable, as if AI is just something we’re going to have to adapt to". @rbreich.bsky.social in a 🔥 op-ed about how important it is to push back tech bros' AI inevitability narrative.…”
1 directory member surfaced this signal.
“Dongfang Li, Zixuan Liu, Junmai Wang, Jiahe Huang, Fuhao Li, Bonian Jia, Baotian Hu, Min Zhang LycheeMemory V2: Efficient Long-Term Memory for LLM Agents via Semantic Segment-Level Consolidation https://arxiv.org/abs/2608.12990”
1 directory member surfaced this signal.
“Agentic AI Challenges Progress in Confidential Computing securing data on gpus is non-trivial. encryption has to be low level to stop accidental exposures. lots of the slowdowns here have now been addressed. maybe confidential computing will finally happen?…”
1 directory member surfaced this signal.
“"We’re watching all of this roll out as if we have no choice, as if it’s inevitable, as if AI is just something we’re going to have to adapt to". @rbreich.bsky.social in a 🔥 op-ed about how important it is to push back tech bros' AI inevitability narrative.…”
1 directory member surfaced this signal.
“Ruoxi Zhao, Maziar Raissi Backtrader-Bench: Benchmarking LLM Agents on Algorithmic Trading with Self-Generated MCQs https://arxiv.org/abs/2608.11232”
1 directory member surfaced this signal.
“Jiahui Zhang, Ziwei Zhang, Yipeng Wang, Yibo Liu, Haozhou Pang, Yikai Hu, Hongyan Ren, Lan Zhou, Qi Gan, Kai Sheng TRACE Bench: Task-driven Roleplay Agentic Checklist Evaluation https://arxiv.org/abs/2608.11236”
1 directory member surfaced this signal.
“Peidong Wang, Zhiming Ma, Ying Chang, Xufang Luo, Xiaocui Yang, Shi Feng, Yuqing Yang, Dongsheng Li Self-Evolving Embodied Agents via Skill-Harness Evolution https://arxiv.org/abs/2608.11350”
1 directory member surfaced this signal.
“Dylan Bouchard, Mohit Singh Chauhan Beyond Single-Turn Confidence: Trajectory-Adapted Uncertainty Quantification for LLM Agents https://arxiv.org/abs/2608.11552”
1 directory member surfaced this signal.
“Natchanon Pollertlam, Witchayut Kornsuwannawit Total Recall at What Cost? Benchmarking the Serving Cost of Agentic Memory Systems https://arxiv.org/abs/2608.11879”