AI & Trends

AI Agents Learn to Optimize PyTorch Kernels
AI & Trends AI Agents Learn to Optimize PyTorch Kernels

The vast potential of modern artificial intelligence models is frequently constrained not by algorithmic creativity but by the raw computational performance of the underlying hardware. For years, a fundamental tension has existed between the accessibility of high-level frameworks and the elite,

AI Agent Team Builds a C Compiler From Scratch
AI & Trends AI Agent Team Builds a C Compiler From Scratch

The autonomous creation of highly complex software systems, once a distant goal of artificial intelligence research, has been realized through an experiment where a team of AI agents successfully constructed a functional C compiler from the ground up. This research introduces and stress-tests

AI-Generated Code Is Drowning Open Source
AI & Trends AI-Generated Code Is Drowning Open Source

The foundational promise of open-source software, a vibrant digital bazaar where anyone could contribute to the collective good, is facing an unprecedented challenge that threatens to fundamentally alter its landscape. This disruption comes not from a malicious actor but from an overeager and

Tether Unveils Free, Open-Source Bitcoin Mining OS
AI & Trends Tether Unveils Free, Open-Source Bitcoin Mining OS

The typically predictable and proprietary world of Bitcoin mining software was fundamentally challenged this month by an unexpected entrant, stablecoin giant Tether, which launched a completely free and open-source operating system. On February 2, 2026, at the Plan ₿ Forum in San Salvador, the

Autonomous AI Agents – Review
AI & Trends Autonomous AI Agents – Review

The delegation of complex cognitive work to a machine, once a distant aspiration confined to speculative fiction, has now become a tangible and rapidly expanding reality within enterprise technology. Autonomous AI Agents represent a significant advancement in the artificial intelligence sector.

Is Context Engineering the New AI Architecture?
AI & Trends Is Context Engineering the New AI Architecture?

The rapid proliferation of large language models has created an industry-wide push for reliability and scale, yet many applications still behave like unpredictable black boxes, undermining user trust and limiting their enterprise potential. While prompt engineering offered a first step toward

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