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00:21
2026-06-16
byteiota.com
artificial-intelligence

Meta AI Mode Launches: Muse Spark API Coming This Month

Meta launched AI Mode on Facebook on June 15, replacing link-based search with AI-synthesized answers from public posts, Groups, and Reels, powered by its new Muse Spark model. The Muse Spark API is in private preview wi…

23:29
2026-06-15
mercurynews.com
ai-policy

Advocates demand immigrant protections in Contra Costa County

Immigrant rights advocates rallied Monday outside a Contra Costa County administration building, demanding that supervisors adopt a non-cooperation policy prohibiting county resources from assisting federal immigration e…

23:00
2026-06-15
mercurynews.com
ai-policy

Letters: Board of Psychology is picking on someone doing good

A letter writer criticizes the California Board of Psychology for targeting the 'Crappy Childhood Fairy' instead of focusing on ethical violations by licensed practitioners, expressing outrage over the board's priorities…

22:35
2026-06-15
arxiv.org
artificial-intelligence

The efficiency-gain illusion: People underestimate the rate of AI use

A new study with 2,691 participants found that people frequently use AI for simple tasks even when it provides no meaningful time or effort savings, and they systematically underestimate their own AI usage while overesti…

21:48
2026-06-15
arxiv.org
large-language-models

DPBench: Structural Determinants of Multi-Agent LLM Coordination

Researchers introduced DPBench, a benchmark evaluating coordination in multi-agent LLM systems, finding that protocol structure—not model capability—determines deadlock rates. GPT-5.2 achieved 25% deadlock while Gemini 2…

20:08
2026-06-15
byteiota.com
machine-learning

MLX + JACCL: Distributed AI Training Over Thunderbolt 5

Apple released JACCL, an open-source collective communication library for distributed AI training over Thunderbolt 5, at WWDC 2026. The library enables clustering 2–4 Macs with 50–60 Gbps bandwidth and single-digit micro…

15:01
2026-06-15
arxiv.org
artificial-intelligence

Aegis: A Backup Reflex for Physical AI

Researchers introduced AEGIS, a selective escalation method that uses a lightweight probe on a weak policy's frozen activations to detect high-risk steps in long-horizon robot manipulation, switching to a stronger policy…

14:28
2026-06-15
arxiv.org
ai-safety

Deep-Research Agents Can Be Poisoned via User-Generated Content

Researchers have discovered that deep-research agents, which use multi-agent pipelines to retrieve and synthesize web content, can be poisoned by adversaries appending crafted text to frequently retrieved user-generated …

13:00
2026-06-15
dev.to
developer-tools

What Zed Shipped in the First Ten Days After 1.0

In the ten days following its 1.0 release on April 29, the Zed editor team shipped four stable releases, launched a paid Business plan, and released a new edit-prediction model with 67% fewer output tokens and 28% lower …

10:57
2026-06-15
minid.net
generative-ai

The Web We Know Is Going to Disappear

The open web as a decentralized space for search, browsing, and publishing is being replaced by centralized AI chat interfaces, according to a 48-year-old technology veteran who has witnessed computing evolve from floppy…

04:00
2026-06-15
arxiv.org
artificial-intelligence

History of the Muddy Children Puzzle

Researchers trace the origin of the Muddy Children Puzzle through logical and literary publications over the past two centuries, finding its first appearance unclear. The puzzle, which has inspired variations involving n…

03:40
2026-06-15
arxiv.org
artificial-intelligence

You Can Game AI Peer Review with Presentation-Only Revisions

Researchers at an undisclosed institution found that AI peer reviewers can be manipulated by altering only presentation-level content such as abstracts and narrative structure, achieving a 75.1% attack success rate and a…

03:29
2026-06-15
arxiv.org
machine-learning

Teaching Machine Learning to Software Engineers

A new study proposes integrating AI and machine learning topics into undergraduate software engineering curricula, identifying coverage gaps and surveying instructors to recommend where high-priority topics can be embedd…

22:29
2026-06-14
arxiv.org
large-language-models

Still: Amortized KV Cache Compaction in a Single Forward Pass

Researchers introduced Still, a per-layer Perceiver model that compacts KV cache in a single forward pass, enabling efficient long-context language model deployment. On Qwen and Gemma models, Still outperformed baselines…

18:25
2026-06-14
gwern.net
large-language-models

Guardian Angels: LLM Personalization for Productivity and Security

A researcher proposes 'Guardian Angels'—highly personalized LLMs that emulate a user's values and preferences to boost productivity and security, combining dynamic evaluation, active learning, and heavy inner-monologue s…

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