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Overview NeoHorse-1-4B is a 4B-parameter causal language model from TokenRhythm, derived from Qwen3.5-4B and adapted through routing-guided agentic post-training for text-based agent harnesses, tool use, coding, and instruction following. Its key distinction is not a new model scale or modality, but the training process: a routing harness assigns tasks
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Shipping ordinary software rests on a useful assumption: the artifact you test is mostly the artifact your users receive. A container image can be pinned, a database migration can be reviewed, and a feature flag can be switched off when a release goes wrong. AI features weaken that assumption because
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The privacy conversation tends to stop at the moment someone taps allow. A person grants an app access to their location so it can find nearby stores, and the interaction feels complete right there. The more interesting question sits on the other side of that tap, in what happens to
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Kevin Purdy Alex Kretzschmar This blog post, originally published in April 2024, was updated in July 2026 to reflect the most modern and convenient ways to install a Tailscale app in Home Assistant and use it for remote access, to accompany a newer video tutorial. You can see the original
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I spent the first phase of my Shipaton build getting a weather satellite pipeline to work. It worked. Then I looked at what it produced and cut it from the core of the app. Amana is an iOS app with one job: put the sky that is outside your window
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'Realigned' project plan aims to move existing landscape to new platform to 'achieve faster progress' Zeiss Group has ditched plans for a greenfield ERP migration to latest S/4HANA platform from SAP following years of struggle trying to move off an ageing R/3 system. The
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Sponsor Posts Subquadratic: the LLM built for 12M-token reasoning — SubQ can reason across entire codebases and document sets in one pass with no RAG workarounds. Read how SubQ 1.1 Small holds near-perfect retrieval out to 12M tokens. Cloudflare Connect 2026: The Agentic Conference — Stop preparing for agents. Start running
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PAAS AND IAAS Most organizations say tech independence is unrealistic – and one in ten can't replace a critical provider at all After years of governments and tech vendors banging the digital sovereignty drum, most large organizations have concluded that true technological independence is beyond their reach. That'
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The AI infrastructure discussion is typically framed around the cost of data centers, the power requirements, and the compute needed to train and run models, including GPUs and high-performance storage. That’s hardly surprising given the eye-watering investment numbers occupying the headlines. The other key commodity, of course, is data
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Beyond a few tech companies, the deep integration of AI agents into workplace processes and decision-making is still far from widespread. But before they get that way, it makes sense to consider and address one of the key challenges in going down such a route: how to effectively roll out
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For more than a decade, leaders have used the phrase “Future of Work” to describe how technology is transforming business. SaaS replaced on-premise software. The cloud replaced physical infrastructure. Collaboration tools replaced the office as the place where we get things done. Technology is going through another period of revolutionary
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By Owais Mohammed, Sales Director, India, Middle East, and Africa, WD India’s creator economy is expanding rapidly beyond metro cities, with Tier-2 and Tier-3 cities1. Driven by hyper-local brand partnerships and a booming demand for regional dialects, a recent report estimates that India is now home to 2 to
