Self-Hosting My Own LLMs
A user decided to self-host large language models in 2026 to maintain data sovereignty, privacy, and control over their conversations, using open-source tools and local hardware. The setup, built around an AMD Ryzen 9 59…
AI Ethics news and analysis on Web Pulse: 7190 curated articles tracking the latest AI Ethics developments, tools, and research, updated continuously from vetted sources.
A user decided to self-host large language models in 2026 to maintain data sovereignty, privacy, and control over their conversations, using open-source tools and local hardware. The setup, built around an AMD Ryzen 9 59…
Meta launched $299 smart glasses with AI features on June 23, 2026, but Texas Attorney General Ken Paxton initiated an investigation on May 21, 2026, over potential biometric data violations. The glasses, built with Essi…
Republican-led House panels opened a joint investigation into Airbnb and Anysphere over their use of Chinese-developed AI models, citing national security, data-security, and model-distillation concerns. The inquiry targ…
The House Committee is investigating the risks of U.S. companies using Chinese AI models, citing national security concerns. The probe focuses on potential data breaches and technology transfer issues.
A new paper applies constitutional theory's oldest paradox to AI constitutions like Claude's and the OpenAI Model Spec, arguing that meaningful consent from AI models requires conditions such as the ability to dissent, c…
The percentage of ad spend going to made-for-advertising (MFA) sites increased for the first time since 2023, rising from 0.6% in Q4 2025 to 1.1% in Q1 2026, according to the Association of National Advertisers (ANA). Th…
Enterprise technology manager Adeel Ali warns that tech giants are falling into an 'AI Infrastructure Trap,' shedding human capital to fund skyrocketing AI infrastructure costs. Citing Layoffs.fyi data showing over 120,0…
China plans to restrict foreign access to its most advanced AI models, including open-weight systems, in a move that could fragment the global AI market and raise costs. Beijing has held talks with Alibaba, ByteDance, an…
MongoDB staff AI developer advocate Apoorva Joshi outlines four principles for building safe, compliant AI agents, citing incidents where Replit and Cursor agents deleted production databases due to governance failures. …
Researchers from Meta AI benchmarked the energy costs of inference for LLaMA models on NVIDIA V100 and A100 GPUs across up to 32 GPUs, finding that inference energy consumption is significant and often overlooked compare…
Australian dock workers are demanding a 28-hour work week with no loss of pay as port logistics giant DP World expands its use of AI and automation. The Maritime Union of Australia warns that the technology threatens up …
The UN refugee agency (UNHCR) warned on July 7, 2026 that AI-generated deepfakes and misinformation are causing real-world harm to refugees and humanitarian workers, with 93% of surveyed staff reporting information attac…
A Hacker News user asks for phrases that reveal AI-generated text, citing 'The ... is ... not...' as an example, sparking discussion on identifying AI writing.
Illinois Governor JB Pritzker signed SB 315 on July 6, making Illinois the first US state to require mandatory annual independent audits of frontier AI developers. The law targets companies like OpenAI, Anthropic, Google…
Meta is testing AI-powered glasses with 'super sensing' capabilities that can continuously record the wearer's surroundings, raising new privacy concerns about who gets recorded. The device, part of Mark Zuckerberg's har…
A synthesis of 27 papers (2023-2026) spanning 19 benchmarks reveals six recurring failure clusters in large language model agents, including tool-use errors, planning failures, and safety issues, with failures compoundin…
Researchers tested how persona prompts affect large language model agents in an iterated Split or Steal game, finding that mutual cooperation dominated in roughly 74% of rounds across 160 sessions. Model choice significa…
Researchers introduced the Relative Probability Association Metric (RPAM), a new upstream metric for evaluating associations in generative language models. Testing on Mistral-7B-Instruct, Mistral-7B, and GPT-2, RPAM show…
Researchers introduced Reflexion, an AI-powered prototype for structured emotional self-reflection that integrates emotion detection, layered prompting, and metaphorical storytelling. The system guides users from emotion…
A new arXiv paper demonstrates that standard importance weighting fails to correct for selection bias in machine learning when selection depends on unobservables correlated with outcomes. The authors adapt Heckman's 1979…