Hobnob, a free and open-source desktop app, records, transcribes, and summarizes meetings entirely on a user's laptop without cloud dependency or internet. The app runs local AI models for transcription and summarization…
A developer poses a system design question about processing a 150K-word document with a 128K-token LLM, listing four strategies: fixed-size chunking, sliding window, progressive summarization, and truncation. They ask wh…
The Mutualism Accord, a draft protocol for local-first, user-loyal AI agents, aims to isolate LLM runtimes from centralized platform dependencies and ensure vendor-neutral communication. The manifesto criticizes technofe…
SpaceX disclosed a $920 million monthly AI compute contract with Google ahead of its record IPO, signaling the company now controls more of AI's physical infrastructure than most competitors. The deal, along with SpaceX'…
A developer built a sandbox for Claude Code AI agents using a PreToolUse hook and a 60-line classifier that reads each action before allowing it. The system denies unknown tools, commands, and writes outside a scoped dir…
The term 'AGI' has become nearly useless as AI systems now perform real economic work, falling inside a fuzzy conceptual cloud where they surpass some definitions of AGI while falling short of others, according to a rece…
Brightdeck, an OOXML-compatible AI presentation maker, launches to help professionals create C-suite-ready PowerPoint decks in minutes. The tool preserves existing layouts and fonts when adding slides, avoiding the gener…
A new paper identifies a critical governance gap in enterprise agentic AI systems, where constraints from different subsystems can collide and cause failures. The research highlights the need for cross-system coordinatio…
Google's Gemini 3.5 Pro is nearing general availability with a 2-million-token context window and Deep Think reasoning mode, while Gemini 3.5 Flash already outperforms previous Pro models on coding benchmarks. Developers…
A developer argues that many so-called 'autonomous agents' are merely while loops that call an LLM without robust exit conditions, leading to unbounded token spend and unreliable behavior. The post emphasizes that the tr…
OpenAI acquired Ona, a 79-person cloud development environment provider, for an estimated $450 million to integrate its secure, self-hosted sandbox technology into Codex. The acquisition addresses enterprise concerns abo…
Grassroots opposition groups have blocked or delayed at least 75 AI data center projects worth $130 billion in the first quarter of 2026, matching the total disruption for all of 2025. The number of opposition organizati…
A developer built mcp-hub, a self-hosted MCP server registry and proxy written in TypeScript. It allows registering MCP servers, proxying tool calls, and logging all calls to PostgreSQL with live WebSocket streaming. The…
Microsoft has released four official MCP servers for connecting AI to data stacks: Power BI Modeling MCP, remote Power BI MCP, Fabric MCP Server, and Data Agent MCP. The article helps users choose the right server based …
A new analysis of Hermann Hesse's novel Siddhartha argues that the book's distinction between knowledge and wisdom is more relevant than ever in an age of AI, where knowledge is abundant but wisdom—judgment, presence, di…
The AI coding discourse has shifted from debating whether agents can write production code to focusing on verification challenges as loops replace prompts. The New Stack reports that verification is becoming the biggest …
Larkos 0.3 introduces a GAT-based neuron graph reasoner, a temporal attention encoder, and a refactored fusion head. The update replaces mean-pooling with learned-query attention and increases memory capacity, while the …
Anthropic released Claude Fable 5, its first public Mythos-class model, achieving state-of-the-art results on long, multi-step reasoning and autonomous task completion. The model tops benchmarks like Cognition's Frontier…
A Hacker News user asks how AI adoption is driven at various organizations, contrasting engineering-driven approaches with executive-mandated 'pray and spray' strategies. The user notes that top-down AI pushes can feel l…
A DevOps.com opinion piece by a long-time OpenStack contributor reports that AI-assisted code patches composed almost entirely by AI tools are entering production in the OpenStack project, raising reviewer workload and w…