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llm-meta-ai 0.1

Simon Willison released llm-meta-ai 0.1, an LLM plugin for the Meta AI API, enabling prompts against the new muse-spark-1.1 model.

Simon Willison's WeblogModels / AgentsIn-site article
llm 0.31.1

Simon Willison releases llm 0.31.1, fixing a JSON error from some providers when an OpenAI Chat Completion tool call has empty arguments.

Simon Willison's WeblogModels / AgentsIn-site article
Build An Auditable VC Research Agent With The Perplexity Agent API, LangGraph, And LangSmith

Learn how to build a venture capital research agent that produces investment memos in 90 seconds with cited sources, using the Perplexity Agent API, LangGraph, and LangSmith. The agent runs parallel research nodes for team, financials, product, and market, then synthesizes a memo with seven sections, including a thesis and recommendation. Every claim is traced to primary sources, making the output auditable. The article also compares three search providers and offers takeaways for building similar agents.

LangChain BlogAgents / ResearchIn-site article
AI Content Is Everywhere on Social Media, Especially LinkedIn

A new report by Pangram Labs reveals that over a quarter of long-form social media posts are fully AI-generated, with LinkedIn being the most affected platform, where over 40% of long posts are AI-generated. The study is based on over 1 million posts analyzed via an opt-in Chrome extension.

Hacker News AIPolicy / ResearchIn-site article
AWS GraphRAG deployment cuts drug research cycles by 87%

AWS GraphRAG deployment reduces drug R&D cycles by 87% by integrating isolated databases into a unified knowledge graph. Using Amazon Neptune Analytics and Bedrock, it enables natural language queries, cutting initial discovery from 6 months to 3 weeks, improving data retrieval by 85%, and reducing review times by 70%.

Artificial Intelligence NewsPolicy / ResearchIn-site article
Show HN: Obsidian Aside

Aside is an Obsidian plugin for side comments with optional AI agent assistance. It enables page notes and anchored text notes in Markdown and PDF files, supports wikilinks, tags, and todos, and generates a vault-wide comment index. Local AI agents (Codex and Claude) can reply directly within threads.

Hacker News AIAgents / PolicyIn-site article
The best digital notebooks of 2026: Expert tested and reviewed

A digital notebook brings the feel of paper without the clutter. After hands-on testing, the Boox Note Air5 C stands out for its paper-like writing feel, transcription tools, and portability. Other top picks include Kindle Scribe and ReMarkable Paper Pure.

ZDNet AIResearchIn-site article
Muse Spark 1.1 by Meta AI

Meta AI launches Muse Spark 1.1, a multimodal reasoning model for agentic tasks with improvements in coding, tool use, and computer use, along with a 1M-token context window and multi-agent orchestration.

Product Hunt AIAgentsIn-site article
The fight against AI data centers is important – but it’s just a starting point | Bruce Schneier and Nathan E Sanders

AI companies want to capture the value created by entire industries. That concentration of wealth and power is society’s greatest risk. Opposition to AI datacenters has emerged as a primary theme in US politics, one that – surprisingly – doesn’t fall along party lines. We applaud people coming together for constructive debate on any issue, and agree that communities need to evaluate whether any economic benefits these datacenters bring is worth their costs. Still, we worry that a focus on datacenters obscures the larger impacts of AI on people’s lives: the concentration of power of AI companies, and their widespread political and financial influence.

The Guardian AIResearchIn-site article
LinkedIn and X Are Flooded with AI Spam, Browsing Data Suggests

Data from AI detection company Pangram reveals that a significant portion of content users actually see on LinkedIn, X, and other platforms is AI-generated. Longform posts are especially affected, with 41% of LinkedIn longform and about a third of X longform being fully AI-written. The study provides a real-world measure of AI slop exposure.

Hacker News AIResearchIn-site article
'Siri AI' Lawsuit Update: Apple to Pay Owners of These iPhone Models

Apple agreed to pay $250 million to settle a class action lawsuit over delayed Siri AI features. Eligible iPhone 15 Pro and iPhone 16 users could receive up to $95. Court approval is pending, claims submission expected in months.

Hacker News AIPolicyIn-site article
Why the Next Era of AI Is About Infrastructure, Not Just Models

The article argues that AI adoption in enterprises is shifting from experimentation to production, bringing challenges like fragmentation, cost opacity, and governance gaps. Mozilla's open-source control plane Otari aims to provide cross-model management, cost visibility, and governance, enabling organizations to truly own their AI infrastructure.

Hacker News AIAgents / PolicyIn-site article
DeepSeek aims to make its own AI chip

DeepSeek, a Hangzhou-based AI startup, is designing its own inference chip to reduce dependence on Nvidia and Huawei, leveraging its strengths in cost optimization and co-design. This move reflects China's adaptation to US export controls and could intensify the AI pricing war.

Hacker News AIAgents / ChipsIn-site article
Running OpenClaw with Ollama

This article covers the full path from zero to a running private research assistant on Telegram, including configuring the context length correctly, connecting the channel, enabling web search, and deploying it headlessly in Docker.

KDnuggetsModels / Agents / ChipsIn-site article
Meta says its new AI model is ready to compete on coding

Meta released Muse Spark 1.1, an AI model now accessible to developers via the new Meta Model API. It features improved coding capabilities, bug detection, multi-agent workflow support, and multimodal perception, aiming to catch up with rivals like OpenAI, Google, and Anthropic.

The Verge AIModels / Agents / StartupsIn-site article
China's AI boom is creating a different kind of entrepreneur

The Chinese term 'neijuan' (involution) captures a social dynamic where increased effort yields diminishing returns. Post-pandemic, a new class of 'entrepreneurial workers' has emerged, leveraging AI tools to micro-entrepreneurship. Unlike the 2010s boom driven by opportunity, these workers operate with AI to cut costs and maintain flexibility, often supported by family and state policies. This frugal innovation, born from constraints, contrasts with Silicon Valley's capital-intensive model and may redefine innovation in a post-growth era.

Hacker News AIAgents / ChipsIn-site article
Lab: The Full-Stack Platform for Training Your Own Models

Prime Intellect launches Lab, a unified platform for post-training agentic models that combines the Environments Hub with hosted training and evaluations, enabling anyone to perform large-scale RL training without infrastructure management. The platform envisions a future where every company and engineer can own their AI models and participate in shaping AI's direction.

Hacker News AIAgents / ChipsIn-site article
Wealthy AI workers send San Francisco house prices soaring

San Francisco has regained its title as the most expensive U.S. city for homebuyers, with median house prices hitting a record $1.76 million in May 2026, driven by AI industry wealth.

Hacker News AIAgents / StartupsIn-site article
Say hello to Claude Wrapped

Anthropic launches Claude Wrapped, a year-in-review feature for its Claude chatbot, allowing users to analyze their usage patterns, set quiet hours, and reflect on their AI interactions.

The Verge AIToolsIn-site article
Character.AI wants a piece of the microdrama pie

Character.AI is launching c.ai Series, short-form AI-generated animated microdramas with interactive chat features, aiming to tap into the projected $26 billion microdrama market. The first three series debut with 10 episodes each, with the final two behind a paywall.

The Verge AIModels / Agents / RoboticsIn-site article
FL Studio 2026 turns its AI chatbot into your assistant engineer

FL Studio 2026 upgrades its Gopher AI chatbot from a manual to an active assistant that can execute tasks like creating beats and adding effects, though with limitations. The update also features a rebuilt Flex instrument, cloud backups, and an audio logger.

The Verge AIAgents / Policy / RoboticsIn-site article
SnapID – point your camera at anything, get an instant AI ID

SnapID is an iPhone app that uses AI to instantly identify objects by pointing your camera at them, providing detailed descriptions including material, color, and key features. Build a personal collection, with a free tier and premium subscription for unlimited scans.

Hacker News AIChips / Policy / StartupsIn-site article
“The Switzerland of AI”: OpenClaw becomes a non-profit foundation

OpenClaw, the open-source AI agent success story of 2026, has formed an independent non-profit foundation chaired by Dave Morin. The foundation aims to keep AI ownership personal and neutral, backed by major tech companies but raising questions about true independence.

The New Stack AIAgents / ChipsIn-site article
Build a Free AI Agent That Takes Actions (No Code)

This guide walks you through creating a no-code AI agent using Quickchat that can answer questions from your knowledge base and call live REST APIs (e.g., currency conversion) during a conversation. The reusable action pattern enables easy integration with various services.

Hacker News AIAgents / ChipsIn-site article
Large Tabular Models Excel Where LLMs Fail

Large language models struggle with structured data like spreadsheets, but a new class of AI models called large tabular models (LTMs) is designed to fill this gap. Fundamental's NEXUS, an LTM pre-trained on billions of tables, is now adopted by Amazon Web Services and promises deterministic predictions for tabular data.

IEEE Spectrum AIModels / Research / StartupsIn-site article
Show HN: QX Labs – build agents, flows and grids that work across your tools

QX Labs is an AI agent platform that lets you build agents in minutes, connect them to your tools (Slack, email, WhatsApp, spreadsheets), and deploy them across your team. It offers three modes: standalone agents, grids for parallel execution at scale, and flows for automated workflows. Integrates with over 1,000 apps and supports multiple AI models with no lock-in.

Hacker News AIAgents / ResearchIn-site article