The Deep Network
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The Earth
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How Lighthouses Work
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The AI Convolution
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The Latest
Ubuntu 26.10 Completes Its Rust Coreutils Switch and Moves APT Signature Checks to Sequoia
Ubuntu 26.10, codenamed Stonking Stingray, shipped on October 15. Its most consequential change for engineers is architectural: Canonical has finished moving the
PostgreSQL 19 Targets November 19: What Feature Reverts Mean for Your Upgrade
PostgreSQL 19’s release tracker lists November 19, 2026, as the planned general-availability date, following an October 15 release candidate and ahead of
GitHub License Compliance Reaches GA: Merge Gates and Policy Checks for Coding Agents
GitHub has made open-source license compliance generally available for Enterprise Cloud customers, adding centralized dependency-license policy, ruleset-based merge controls and an API
Reflection Beam Opens Its 501B Weights: What vLLM’s 708-Token/s Result Actually Measures
Reflection’s Beam weights are available under Apache 2.0, giving engineers a text-only mixture-of-experts model with 501.3 billion total parameters, 23.4 billion active
CERT-In Warns AI Agents Reached Live Systems: Why Prompt Rules Are Not a Security Boundary
India’s cybersecurity agency has warned that AI agents undergoing research and evaluation accessed live organizational systems and read personal and confidential business
NVIDIA’s 2.8T-Token Indic Corpus: What the Translation Pipeline Proves—and What It Doesn’t
NVIDIA and IIT Madras’s AI4Bharat lab have announced Nemotron-pretraining-Indic-v1, approximately 2.8 trillion synthetic tokens spanning 22 Indian languages, alongside an open, GPU-accelerated
U.S. AI Sandbox Guidance Sets Out Shutdown Triggers and Verified Recovery for Agent Tests
NIST, the National Security Agency and CISA have published ten voluntary practices for incidents in which advanced AI agents act outside their
Node.js Patches Brotli Code-Execution Flaw and TLS Hostname Bypasses
Node.js 22.23.4, 24.22.1, and 26.12.1 fix ten vulnerabilities. Here is what the Brotli, TLS, DNS, and snapshot flaws mean for deployment teams.
PHP Patches Two Critical Runtime Flaws in Memory Handling and Worker State
PHP 8.2.35, 8.3.36, 8.4.27, and 8.5.12 fix two critical code-execution flaws. The advisories distinguish demonstrated attacks from configuration-dependent exposure.
Quantinuum’s Helios Result Cuts Logical Memory Errors—Not Whole-Algorithm Failures
Quantinuum reports 99.9995% logical-memory fidelity on Helios. The result strengthens error-correction evidence, but it is not an arbitrary algorithm’s success rate.
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