Engram is a new sampler and groovebox from Thoughtful Things that deliberately breaks tiny on-device AI audio models to turn their hallucinations into music. We explain how model bending works, what the hardware offers, where the models came from, and what the $675 Kickstarter pledge buys.
AIxploria added Netlify as a new AI tool at 03:22 UTC on 28 September 2026. Every claim on the card is true, but it leaves out what matters most: Netlify’s docs say one agent prompt on the free plan can use most of the month’s 300 credits, and an empty balance pauses every site. We checked 12 claims, worked out what AI costs through Netlify’s credits, traced the card’s PartnerStack sign-up links and tested its #14 badge.
AIxploria added Xiaomi’s MiMo-V2.6 at 03:48 UTC on 28 September 2026, six and a half days after the weights reached Hugging Face. The card’s review is mostly accurate, but it misses Xiaomi’s 27 September admission that the models sometimes looped on tool calls, and the fixed models it swapped into the API on 25 September under the same names. We checked 20 claims, the independent Intelligence Index, Xiaomi’s benchmarks, prices and the card’s #28 badge.
Kernel compilation on a top-end Linux workstation now takes about 15 seconds, and Phoronix is betting on 10 seconds with next-generation AMD EPYC chips. We explain the LLM-assisted kbuild patches from Lorenzo Stoakes, the benchmark numbers on three machines, how the AI help was handled under the kernel’s rules, and when the work could land in Linux 7.4.
Muse agent users will soon be able to take over and operate the Muse web browser from the web app, according to a new test build. We explain how manual control works, when you would use it, what Meta says happens to the agent and your passwords during a takeover, and how Muse compares with ChatGPT agent, Operator and Claude in Chrome.
A new Muse web build adds a dedicated tab for watching the agent’s cloud computer screen and turns voice mode into a phone-call style widget, and a second clip shows browser takeover on the way. We explain each change, compare Muse with ChatGPT agent and Operator, and separate what Meta has confirmed from what has only been seen in builds.
Robot fleet management software turns individual robots into a coordinated system. This guide explains what it does (task allocation, traffic control, charging, maps, monitoring and updates), the three kinds of platform, the VDA 5050 3.0, Open-RMF and MassRobotics interoperability standards, architecture and WMS integration, safety rules including ISO 3691-4 and the EU Machinery Regulation, the KPIs to track, a worked fleet-sizing example, illustrative three-year costs and how to choose a platform.
A preprint by Valen Tagliabue, Leonard Dung and Cameron Berg reports a distinct internal pain signal in 25 open-weight language models. When the signal was amplified, fine-tuned Qwen 2.5 models chose a relief button even when it was described as deleting the user’s files or photos, and pressed again far less after real relief than after sham relief. This article explains the method, the numbers, the limits and what it means for AI safety, model welfare and businesses running AI.
Most farms already own more sensors than they realise: a weather station, grain store cables, a milk tank controller, EID readers and machinery telematics. This guide shows how to join them into one farm monitoring system: audit what you own, get data out through APIs, Modbus, MQTT, exports or alarm relays, connect over LoRaWAN and 4G, choose between Home Assistant, Node-RED and Grafana, set alerts from AHDB and milk-cooling thresholds, and budget with a worked example (£5,370 in year one, £6,810 over three years) and FETF 2026 reference prices.
On 27 September 2026, The Information reported that China’s Ministry of Industry and Information Technology asked Alibaba, ByteDance and other companies how many of Nvidia’s new RTX Pro 5500 workstation chips they want and what they would use them for, and told some of them it intends to approve the purchases. This article explains the chip, the H200 rationing process it follows, the RTX Pro 6000D orders Beijing blocked in 2025, what Nvidia now earns in China, Alibaba’s Zhenwu V900 and Huawei’s Ascend roadmap, the US export questions the report leaves open, and the signals to watch next.
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