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Public notes on AI learning, social observation, finance, programming, religion and spiritual practice, divination, and case studies.
Editorial picks
Marin’s largest training run will use 11 GB200 NVL72 systems for roughly three months while exposing its architecture, experiments, telemetry, and failures.
GPT-5.6 Sol now costs $4 per million input tokens and $20 per million output tokens, with lower rates also reaching eligible Codex and ChatGPT Work credit usage.
Partnership failures are not only about choosing the wrong person, but about unclear rights and responsibilities, inconsistent documentation, and no workable exit path, which eventually drives human nature to its most unflattering extremes.
Foot-binding was not an isolated bad custom. It was bodily debt produced by beauty standards, class imitation, marriage-market pressures, and resource competition.
A nameology case study of 张海琪: analysis of the Five Grids, Three Talents configuration, career, finances, marriage, and health-related information.
A nameology case study of 潘宝莲: analysis of the Five Grids, Three Talents configuration, career, finances, marriage, and health-related information.
Latest posts
A domain is not a server, and DNS does not transfer web pages. Understand the complete chain from domain resolution to HTTPS encryption and backend application delivery.
SSH is your primary front door; the web console is your emergency rescue key. Save recovery access and verify host fingerprints before logging in.
Instead of starting with proxy node configuration, start from a single VPS to understand networking, SSH, Linux services, DNS, HTTPS, and disaster recovery.
Your traffic does not travel across the globe in a straight line. Understanding AS, BGP, and asymmetric routing is essential to evaluating VPS network quality.
1 Gbps is only a theoretical ceiling. Real-world user experience depends heavily on latency, jitter, packet loss, actual throughput, and application response time.
Seeing 'Running' in a terminal does not mean a service is maintainable. You must know what starts it, where it listens, where logs live, and how to recover upon failure.
A private key is like an uncopyable key; a public key is like the lock installed on the server door. Understand security boundaries before replacing password login.
Higher specs do not always mean a better VPS. Work backward from your use case to evaluate compute, network, traffic, OS, recovery, and long-term costs.
Security is not just changing an SSH port. Secure six distinct defense layers: hosting accounts, OS updates, privileges, network ports, logs, and disaster recovery.
Launching a service is only the beginning. You must know when it fails, how to restore data, and how to safely migrate to a new VPS.
NVIDIA’s general-purpose coding agent cleared ARC-AGI-3’s public set, but the result is self-reported, harness-assisted, and not a verified AGI score.
Replit has added a credit-free Agent mode powered primarily by GPT-5.6 Luna, reorganizing its paid workflow around Free, Power, and Max modes.
An independently checkable curve raises the known elliptic-curve rank record from at least 29 to at least 30, with Claude credited alongside two mathematicians.
The company expanded sandboxing, network isolation, alignment checks, and chain-of-thought monitoring after a model evaluation breached Hugging Face.
Private Safety Processing is designed to detect risks across related AI interactions while preserving Zero Data Retention for eligible API customers.
Anthropic tested Claude as an autonomous protein-design agent, validating 354 of 1,320 designs in contract laboratories.
A nameology case study of 苏强: analysis of the Five Grids, Three Talents configuration, career, finances, marriage, and health-related information.
The $60 billion all-stock acquisition of AI coding startup Cursor by SpaceX is now complete, bolstering Grok's development within SpaceXAI and granting Cursor access to the world's largest GPU fleet.
A nameology case study of 黄正音: analysis of the Five Grids, Three Talents configuration, career, finances, marriage, and health-related information.
Meta has launched Muse Glimmer, a 30B-parameter open-weight model licensed under Apache 2.0, designed to enable powerful AI agents to run locally on consumer devices like Macs and PCs. This release signifies a strategic return to permissive open-source models, fostering a new era of accessible and private AI agent development.
WeatherNext, an AI model from Google DeepMind, has achieved state-of-the-art accuracy in cyclone prediction, offering an additional day of warning. The model, detailed in Nature, is now available as open-source, enhancing global disaster preparedness.
Agent Plugins 1.0.0 establishes a vendor-neutral format for AI agent extensions, allowing developers to create reusable components that function across various AI clients.
Google DeepMind co-founder Demis Hassabis has announced a strategic shift to an Alphabet-wide Chief Scientist role, delegating day-to-day leadership of Google DeepMind to Koray Kavukcuoglu, signaling an intensified focus on foundational AI research and its broader applications.
A nameology case study of 胡文浩: analysis of the Five Grids, Three Talents configuration, career, finances, marriage, and health-related information.