Pew Research Americans AI views 2026
6 experts across 3 network communities independently surfaced this.
6 experts
3 communities
1 sources clustered
Concern & critique
1 expert
Risks, limits and unintended consequences.
“~50% of people (in the US) use LLMs regularly, and this has only been increasing more over time. These products are already somewhat ingrained in society, and informing people about the risks and issues with tools that they are attached to does not work if …”
Opportunity & adoption
1 expert
New capabilities, benefits and practical upside.
“"More Americans are using chatbots, and some are adopting AI summaries and smart speakers. But views about AI and how fast it’s advancing tilt negative – even for younger adults" www.pewresearch.org/internet/202...”
New
AI field signal
Development
13h ago
⚡ 705 h early
open letter AI academia adoption
4 experts across 2 network communities independently surfaced this.
4 experts
2 communities
1 sources clustered
Building & implementation
1 expert
How teams are shipping and applying it.
“"The goal of academic training is not to solve problems as efficiently and quickly as possible, but to develop skills for identifying and dealing with novel problems, which have never been solved before." openletter.earth/open-letter-... @olivia.science”
Opportunity & adoption
1 expert
New capabilities, benefits and practical upside.
“Open Letter: Stop the Uncritical Adoption of AI Technologies in Academia It's been a year & people tell me they've changed their mind, feel safer now to sign, etc. So I'm sharing it again for them. We're almost at 2k & anybody from anywhere can add their na…”
2 experts discussed this · 19 posts
Iris van Rooij: I am responsible for the academic skills line in our AI programme and I think part of the 26/27 curriculum needs to be to help students understand that all those “AI assistants” that publishers and…
Iris van Rooij: Sadly, we need to teach students now that, in contrast to computers >3 years ago, the current software is actively designed to offer them slop, desinformation, and deskilling. >>
Iris van Rooij: As if learning academic skills was not hard enough, it is now made actively harder by all the bloated “clippies”. Students need to learn and understand that part of growing to be an academic in the…
Open the full discussion →
Amazon Mechanical Turk platform closes
3 directory members surfaced this signal.
3 experts
1 community
2 sources clustered
“Data workers will lose vital income when Amazon's Mechanical Turk shuts down. Krystal Kauffmann calls for lawmakers to protect AI's hidden workforce. buff.ly/qOfG2tu”
“Wow: www.techpolicy.press/mechanical-t...”
food delivery riders AI pay protest
1 directory member surfaced this signal.
1 expert
1 community
1 sources clustered
“Great to see @workersobservatory.org in @theguardian.com www.theguardian.com/business/202...”
1 directory member surfaced this signal.
1 expert
0 communities
1 sources clustered
“Speak for Me: Giving LLMs the Situational Awareness to Participate in a Meeting Muneeb Khan, Frederic Kirstein, Terry Ruas, Bela Gipp https://t.co/aWOLwrMie3 [𝚌𝚜.𝙰𝙸 𝚌𝚜.𝙲𝙻] 💬Accepted at EMNLP 2026 Main https://t.co/BHfdbuF9cy”
1 directory member surfaced this signal.
1 expert
0 communities
1 sources clustered
“Inferring Affective Consciousness in an Artificial Agent: A Case Study Mark Solms, St John Grimbly, Bruce Bassett, Evert Boonstra, Rowan Hodson, Nicolas Kuske, Kival Mahadew, Benjamin Rosman, Charel van Hoof, Jonathan Shock https://t.co/sp4o2l6LUv [𝚌𝚜.𝙰𝙸 𝚚-…”
Cocomelon studio mandates AI experimentation
6 experts across 2 network communities independently surfaced this.
6 experts
2 communities
1 sources clustered
“Moonbug Entertainment, which makes Cocomelon, Blippi, and other popular content for children, says it will begin using AI but will always have a 'human in the loop.' www.404media.co/cocomelons-s...”
“New: the studio behind Cocomelon is telling its artists to start using AI, according to documents seen by 404 Media. Moonbug, the studio that makes Cocomelon, one of the most important children's entertainment studios on the planet www.404media.co/cocomelon…”
Labor Day AI fair employment prescription
2 directory members surfaced this signal.
2 experts
1 community
1 sources clustered
Policy & governance
2 experts
Rules, institutions and accountability.
“AI hiring tools can reject qualified people "for reasons no one—including the employer—can adequately explain," warns NYU School of Law senior affiliated research scholar and former EEOC chair Charlotte A. Burrows. She says gutting disparate impact law make…”
1 directory member surfaced this signal.
1 expert
1 community
1 sources clustered
“The second question is interesting in the narrow case of using AI as a form of piracy to reproduce copyrighted work. Summarizing a news article is a much harder argument. If a summary that substitutes for reading the original is copyright infringement, that…”
CauseCollab collaborative perception paper
1 directory member surfaced this signal.
1 expert
0 communities
1 sources clustered
“CauseCollab: Causal Unified and Modality-Agnostic Network for Heterogeneous Collaborative Perception Weize Li, Yang Li, Quan Yuan, Xiaoyuan Fu, Guiyang Luo, Jinglin Li https://t.co/oxhYXvkhX4 [𝚌𝚜.𝙰𝙸] 💬Accepted at ICML 2026 https://t.co/zRmKmHCMQ7”
creative AI model governance paper
1 directory member surfaced this signal.
1 expert
0 communities
1 sources clustered
“Govern the Model, Not Only the Data: Storage, Circulation, and Learning in Creative AI Phoenix Perry, George Simms, Elizabeth Wilson, Yasmine Boudiaf, Nick Bryan-Kinns, Tega Brain, R. Luke DuBois, Alix Rule, Rachel Meade Smith, … https://t.co/uEAqO6cDYF [𝚌𝚜…”
KV cache LLM coding tutorial
1 directory member surfaced this signal.
1 expert
1 community
1 sources clustered
“@SamuelMinouri Nice, glad you found it helpful. In addition, I also have a from-scratch KV Cache article here if useful: https://t.co/XHADskY0GI”
AI energy data center paper
1 directory member surfaced this signal.
1 expert
0 communities
1 sources clustered
“Artificial Intelligence for Energy Optimization in Data Centers Mohammed Basharath Ullah, Summaiya Unnisa Begum, Mohammed Nadeem Ullah https://t.co/VJ9MjK7aK3 [𝚌𝚜.𝙰𝙸 𝚌𝚜.𝙻𝙶] https://t.co/zY1cH1c0Pn”
New
AI field signal
Analysis
9h ago
AI public sphere German essay
1 directory member surfaced this signal.
1 expert
1 community
1 sources clustered
“«Künstliche Intelligenz und Öffentlichkeit» – über Felix Stalders neuen Artikel bei @g-d-gegenwart.bsky.social freue ich mich besonders. Nicht nur, weil kaum jemand sonst im deutschsprachigen Raum so lesenswert & erhellend über die «Epistemologie der KI» un…”
AI impact children parents guide
1 directory member surfaced this signal.
1 expert
0 communities
1 sources clustered
ChatGPT Roblox face EU AI Act implementation
1 directory member surfaced this signal.
1 expert
1 community
2 sources clustered
“The European Commission designated ChatGPT a Very Large Online Search Engine and Roblox a Very Large Online Platform under the DSA on Aug. 31. Mariana Olaizola Rosenblat on what the obligations require and why implementation is the hard part. buff.ly/jmfZrfW”
AI teaching assistant personalization paper
1 directory member surfaced this signal.
1 expert
0 communities
1 sources clustered
“A Prompt-Engineering Approach to Develop Scalable, Flexible, and Real-Time Hybrid Micro-Level Personalization in a General Purpose AI Teaching Assistant Saptarshi Basu, Sandeep Kakar, Ashok Goel https://t.co/L5NdbS7vzj [𝚌𝚜.𝙰𝙸] https://t.co/NfsjG7UdWP”
Microsoft GPT-4 AGI sparks paper
1 directory member surfaced this signal.
1 expert
1 community
1 sources clustered
“Sparks of AGI was a remarkably prescient paper that got a lot of pushback at the time, but absolutely sensed where the vibes were heading with LLMs based on a lot of qualitative experiments. It deserves credit in retrospect. www.microsoft.com/en-us/resear...”
