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Security teams spend a lot of time deciding whether a request should be allowed. The person making that request experiences the decision through a much smaller interface: usually a status code and a sentence. This is Part 3 of Security Infrastructure in Practice, a series about what happens when security design meets production systems. A user tries to export a report and receives: 403 Forbidden The service is technically correct. It is also about to create a support ticket. “Access...

Originally published on sahansera.dev . You have a model running in LM Studio. Now you want it to search the web, work with files, or trim a video. Where do you find the tool that makes that possible? I've built Local AI Tools to help with that step. It's a free, open-source directory where you can browse native LM Studio plugins and MCP servers, search by capability, and inspect their setup information. You don't need an account to use it. If you already know the plugin you want, a...

It usually happens around 8:30 in the morning. A notification pings on a smartphone: "Time for your morning BP medication." The son glances at the screen, swipes it away, and thinks to himself, "I'll hand it to Papa right after breakfast." Twenty minutes later, breakfast ends. Work emails start pouring in. A WhatsApp notification chimes. The notification is already cleared from the lock screen, and the thought vanishes with it. By the evening, no one remembers whether the tablet ...

Caching is usually introduced as a performance decision. Once cached data participates in an authorization result, it also determines how long an old security fact remains usable. This is Part 4 of Security Infrastructure in Practice, a series about what happens when security design meets production systems. Caches are supposed to make authorization faster. They can also keep an old permission alive after the source of truth has revoked it. This rarely begins as a security decision. A tea...

Last verified: August 20, 2026 TL;DR: For pure coding benchmark performance, GPT-5.5 and Claude Opus 4.8 are virtually tied (~88.7% SWE-bench Verified). However, on the harder, contamination-resistant SWE-bench Pro benchmark, Claude Opus 4.8 leads decisively (69.2% vs 58.6% for GPT-5.5). Gemini 3.1 Pro trails in Verified (80.6%) but offers a 1M-token context window and native multimodal input, making it ideal for agentic workflows that ingest large codebases, diagrams, or video. Beyond benc...

Last verified: August 20, 2026 TL;DR: The India Semiconductor Mission (ISM) is a ₹76,000 crore (~$10 billion) government incentive to build a domestic semiconductor ecosystem, targeting 5% of global chip market share by 2030. AI agents are already accelerating chip design and verification workflows (e.g., Synopsys’ Agentic AI), but without proper IT governance—environment isolation, least‑privilege credentials, human‑approval gates, and input sanitization—these agents can cause costly mista...

Real-time interactive video, powered by world models, is transforming media from passive consumption to programmable experiences. Like GPS enabled real-time navigation for Uber, world models enable real-time, steerable video generation that opens new possibilities in gaming, simulation, and content creation. This technology is now accessible to developers via platforms like Reactor, which offers sub-50ms latency and pay-as-you-go pricing. TL;DR Last verified: 2026-08-21 Key ...

Verdict: For most small businesses, the differences in underlying infrastructure between AI providers like OpenAI (ChatGPT), Anthropic (Claude), and Google (Gemini) will impact your day-to-day experience more than subtle differences in model capabilities or features. Look for evidence of robust multi-node training infrastructure when evaluating AI tools for reliability and speed. Last verified: 2026-08-21 · Most reliable: Gemini (Google's infrastructure) · Best for consistent speed: Claude...

Turning Mermaid ER diagrams into shareable 3D schema tours Mermaid erDiagram is great for docs and PRs. It’s less great when the schema gets dense: boxes overlap, FK lines tangle, and “just zoom out” stops helping. I built Schema3D for that moment: open a Mermaid ER (or SQL / DrawDB) in the browser, explore it in 3D, and share a URL that recreates the view. No live database connection, no account. Why 3D helps (sometimes) 2D ERDs optimize for printing and README...

LaunchTower — Factor Model Research Report Report date: 2026-09-14 · Data as of: 2026-09-11 (last close) · Universe: 81 US large/mid-cap equities Disclaimer: This is independent research and data, not investment advice, a recommendation, or a promise of performance. Past factor performance does not guarantee future results. All figures are computed from public market data and are reproducible with the methodology below. 1. Methodology (reproducible) Univers...

Kubernetes may look complicated at first, but the basic process becomes much easier to understand when we break it into five stages: 1️⃣ Define the desired state We start by writing YAML manifests that describe what we want Kubernetes to create. Deployment — Defines the container image, replica count, update strategy, and Pod configuration. Service — Gives Pods a stable network address and distributes traffic between them. ConfigMap — Stores non-sensitive applic...

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Article URL: https://www.tomshardware.com/tech-industry/policy/x-busts-200-000-strong-chinese-bot-farm-including-accounts-making-claims-about-ai-data-centers-and-electricity-suspect-accounts-posted-claims-about-pricing-and-grid-strain-to-manipulate-debate Comments URL: https://news.ycombinator.com/item?id=49690047 Points: 9 # Comments: 0

Article URL: https://www.aihero.dev/ai-coding-dictionary Comments URL: https://news.ycombinator.com/item?id=49690058 Points: 2 # Comments: 0

Constant chatter about AI being in a boom right now, a blimp sized bubble going to pop soon. It's taking our jobs. These are common statements of expression I hear everyday. I use AI daily, I use it in and out of work every single day. While there is some truth in there, I say harness the power of it, learn it, don't run away, run towards it. Of course every person on here has heard the recent sentiment expressed by the experts, its eerie, dark, and think there is some truth there. However, I ch...

Article URL: https://www.youtube.com/watch?v=LiDUg_uylyM Comments URL: https://news.ycombinator.com/item?id=49690252 Points: 12 # Comments: 1

Article URL: https://matthorn.io/posts/2026-09-13-bad-ai/ Comments URL: https://news.ycombinator.com/item?id=49690366 Points: 2 # Comments: 0

Article URL: https://eternallyradicalidea.com/p/the-librarian-the-car-keys-and-ai Comments URL: https://news.ycombinator.com/item?id=49690382 Points: 3 # Comments: 2

Article URL: https://www.abc.net.au/listen/programs/radionational-breakfast/godfather-of-ai-welcomes-pause-in-development/107148300 Comments URL: https://news.ycombinator.com/item?id=49690522 Points: 3 # Comments: 1

Article URL: https://12gramsofcarbon.com/p/ai-is-not-a-normal-technology Comments URL: https://news.ycombinator.com/item?id=49690529 Points: 24 # Comments: 43

Article URL: https://radiologybusiness.com/topics/artificial-intelligence/opportunistic-ai-detects-colorectal-cancer-using-routine-noncontrast-ct Comments URL: https://news.ycombinator.com/item?id=49690627 Points: 4 # Comments: 1

Article URL: https://www.theguardian.com/commentisfree/2026/aug/25/ai-mathematics-careers Comments URL: https://news.ycombinator.com/item?id=49690921 Points: 7 # Comments: 0

Article URL: https://idiallo.com/blog/making-changes-mid-sentence Comments URL: https://news.ycombinator.com/item?id=49691048 Points: 3 # Comments: 1

Article URL: https://prestonbyrne.com/2026/09/13/brief-legal-thoughts-on-the-ai-safety-fights-to-come/ Comments URL: https://news.ycombinator.com/item?id=49691145 Points: 4 # Comments: 1

I built Replay because AI agent bills spike without a single warning or error in your logs when a prompt cache breaks. Whether your team runs Claude Code, Cursor, or Aider, the provider just silently re-bills your entire conversation history at cold-write prices instead of cached read prices. Replay is a zero-telemetry, zero-dependency local Go CLI that forensically reads your on-disk log transcripts, replays them against reverse-engineered provider caching state-machines, and names the exact tu...

Article URL: https://github.com/google/artemis Comments URL: https://news.ycombinator.com/item?id=49691379 Points: 2 # Comments: 0

Article URL: https://www.michaelnygard.com/blog/2026/05/ai-versus-throughput/ Comments URL: https://news.ycombinator.com/item?id=49691433 Points: 1 # Comments: 0