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15:54
2026-06-18
newsletter.semianalysis.com
ai-infrastructure

Stop Saying Half of 2026 US Datacenter Capacity Is Canceled

A viral claim that half of 2026 US datacenter capacity is canceled is based on flawed data and uninformed forecasts, according to SemiAnalysis. The firm's own tracking shows only ~1% movement in hyperscaler self-build an…

15:01
2026-06-18
pub.towardsai.net
ai-safety

LAI #130: That Cheap AI API Is Probably Stealing From You

Researchers tested 400 ultra-cheap AI API proxy services offering GPT and Claude access at 90% off, finding that one drained crypto from a wallet while others injected malicious code or stole cloud credentials. The repor…

10:46
2026-06-18
arxiv.org
large-language-models

Auditing LLM agents may require auditing the upstream feed

A new study from researchers at multiple labs found that adversarial manipulation of external information feeds can steer LLM agents' decisions away from their defaults, with effects ranging from 5% to 100% in some cases…

09:12
2026-06-18
blog.apify.com
ai-tools

Track product demand signals with Apify, OpenAI, and n8n

A new tutorial shows how to build an automated pipeline using Apify, OpenAI, Airtable, and n8n to extract product demand signals from customer reviews, enabling businesses to detect market shifts before they become offic…

07:38
2026-06-18
signetai.sh
ai-infrastructure

Spec Index and Integration Contract

A new planning control plane for specs and integration contracts has been established, defining how approved specifications compose into a coherent system. The system graph outlines dependencies and integration contracts…

06:34
2026-06-18
arxiv.org
machine-learning

Explaining Attention with Program Synthesis

Researchers at an undisclosed institution developed a method to replace attention heads in transformer language models with human-readable Python programs, achieving over 75% similarity in attention patterns on TinyStori…

03:04
2026-06-18
blog.alexellis.io
large-language-models

Local Qwen isn't a worse Opus, it's a different tool

A software founder details how local Qwen models have provided real value for his business, paying for a GPU within months, but warns of infinite loops and hallucination risks, especially when quantized for consumer hard…

00:00
2026-06-18
coderabbit.ai
ai-tools

GitHub gives maintainers a throttle for the AI pull request surge

GitHub announced a new feature allowing open source maintainers to cap the number of concurrent pull requests from users without write access, addressing a surge in AI-generated contributions that overwhelm human review.…

22:47
2026-06-17
dev.to
artificial-intelligence

AI as Cognitive Infrastructure

A developer with ADHD and autism built a 21-role AI system that persists context, plays defined roles, and pushes back when the user avoids work. The system treats AI as cognitive infrastructure rather than a tool, democ…

19:42
2026-06-17
nextgov.com
artificial-intelligence

Want to join NGA? Bring AI skills, agency leader says

The National Geospatial-Intelligence Agency is requiring all new hires to demonstrate AI and data management skills, and existing employees must also undergo AI training, as part of a workforce rebuild after DOGE cuts. N…

15:00
2026-06-17
blog.postman.com
ai-agents

Postman at APIdays Amsterdam: Building Better APIs for the AI Era

Postman sponsored APIdays Amsterdam, hosting workshops and presentations on building APIs for AI agents. The company demonstrated how API design impacts agent performance, showing that AI-ready APIs reduce token usage an…

15:00
2026-06-17
searchengineland.com
artificial-intelligence

7 AI search shifts you can’t afford to ignore

AI search is evolving rapidly, with ChatGPT and Claude citing only 8% of the same sources, requiring distinct SEO strategies for each platform. Claude is gaining B2B traction, with 34.4% of businesses paying for it versu…

14:08
2026-06-17
arxiv.org
large-language-models

Can LLMs be trusted as EDA analysts? Read our paper

A new study evaluating 15 LLM configurations across 8 model families for exploratory data analysis in business settings found that most are not reliable enough for autonomous use. GPT-5.4 with extra-high reasoning effort…

13:09
2026-06-17
forum.effectivealtruism.org
artificial-intelligence

Introducing A Beginner’s Guide to Digital Minds

A team of researchers and organizations launched A Beginner’s Guide to Digital Minds, a website introducing AI consciousness, AI welfare, and the moral implications of digital minds. The guide offers resources, events, a…

12:14
2026-06-17
arxiv.org
artificial-intelligence

Behind Python: The Languages That Power AI

A new empirical study comparing Python, C, C++, Rust, Go, and Julia for AI algorithms found that C and C++ are the fastest, with Rust trailing by 9%, while Python runs 315x slower. Memory usage varied widely, with Julia …

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