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#1

@rauchg: How Vercel helps prevent surprise cloud bills: Soft & hard caps¹ Anomaly alerting² Recursion protection for Functions³ …

X AI KOLs Following · 1h ago Cached

Vercel announces multiple features to prevent surprise cloud bills, including soft/hard caps, anomaly alerting, recursion protection for Functions, billing usage APIs, and always-on DDoS mitigation.

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#2

@elonmusk: Having Starlink on a long flight is a gamechanger in productivity

X AI KOLs Timeline · 59m ago Cached

Elon Musk says Starlink on long flights is a productivity gamechanger, citing United Airlines reports that consultants book Starlink-equipped flights specifically to work while traveling.

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#3

Turning molecules into reliable electronic devices

Lobsters Hottest · 1h ago Cached

MIT researchers developed a scalable fabrication technique that integrates delicate molecular materials into electronic devices without damage, combining conventional semiconductor manufacturing with self-assembly. The method, demonstrated with over 1,000 devices and published in Nature Nanotechnology, could enable next-generation computing, photonic, and quantum technologies.

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#4

@TheAhmadOsman: Dense models like Qwen 3.8 27B are a TERRIBLE experience on unified-memory systems like DGX Spark btw DGX Sparks are be…

X AI KOLs Following · 51m ago Cached

Ahmad Osman argues that dense models like Qwen 27B perform poorly on unified-memory systems such as NVIDIA DGX Spark, suggesting MoE models are a better fit; he claims discrete GPUs like the RTX PRO 6000 deliver far better performance for agentic workloads.

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#5

Revision Prompting improves industrial LLM processes

Lobsters Hottest · 1h ago Cached

The article introduces Revision Prompting, a technique for industrial LLM processes that improves speed, cost, and consistency when re-processing updated inputs by generating output patches from diffs.

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#6

GPT 5.6 Sol and Fable 5 settle a 25 year old problem in wireless communication theory

Reddit r/singularity · 1h ago Cached

The author describes spending seven days straight using the AI models GPT 5.6 Sol and Fable 5 to solve a 25-year-old open problem in wireless communication theory, noting that verification was the biggest bottleneck.

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#7

OpenAI acquires presentation startup NextSlide

TechCrunch AI · 2h ago Cached

OpenAI has acquired presentation startup NextSlide, whose team will now work on ChatGPT to continue building AI products that help people create and communicate.

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#8

Building a budget 32GB → 48GB VRAM home AI server: 2-3x RX 9060 XT 16GB vs RTX 5060 Ti 16GB, AM5 vs used EPYC?

Reddit r/LocalLLaMA · 1h ago

A user seeks advice on building a budget home AI server with 32-48GB VRAM, debating between AMD RX 9060 XT and Nvidia RTX 5060 Ti GPUs, and whether to use AM5 or used EPYC platforms for local LLM inference and large MoE model offloading.

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#9

Systemd Dynamic Users (2020)

Lobsters Hottest · 2h ago Cached

This article explains systemd dynamic users, a feature that creates ephemeral Unix users at runtime for systemd units, removing the need to manually manage service users. It includes configuration examples and use cases.

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#10

An Amazon data center could have the worst polluting power plant in the country

The Verge · 3h ago Cached

Amazon is investing in a new gas-burning power plant in Pecos County, Texas, to power its data center, with a permit allowing up to 33 million tons of CO2 emissions—more than the largest US coal plant. The report highlights the growing environmental impact of AI data centers.

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#11

Amazon Is Creating the Biggest Pollution Source in the Country

Hacker News Top · 4h ago Cached

Amazon is reportedly building a massive 7.65-gigawatt gas power plant in Texas to power an AI data center, which would become the largest pollution source in the U.S., contradicting its net-zero climate pledge.

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#12

Some Moral and Technical Consequences of Automation (1960)

Lobsters Hottest · 4h ago Cached

A classic 1960 paper by Norbert Wiener examining the moral and technical implications of automation, including social responsibility and unintended consequences of machine decision-making.

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#13

Rising number of UK children report seeing explicit deepfakes of themselves

Reddit r/singularity · 3h ago Cached

UK children report a surge in explicit deepfakes of themselves, with Report Remove receiving 420 reports in the first half of 2026, already exceeding the 2025 total. Watchdogs warn AI makes creation easier and call for stronger safety protections.

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#14

Denmark Requires Oral Defenses for Students' Written Work to Counter AI Cheating

Hacker News Top · 3h ago Cached

Denmark introduces mandatory oral defenses for high school students' written assignments to counter AI cheating, along with recommendations for screen monitoring and firewalls. Education groups welcome the measures but call for long-term solutions as AI tools evolve.

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#15

@TheTechDiggest: [UI/UX - Design Systems & Component Checklists] Forgetting key interaction states, mobile edge cases, or UX micro-detai…

X AI KOLs Timeline · 3h ago Cached

Highlights Checklist Design, a resource offering step-by-step checklists for UI/UX components to prevent missing interaction states and mobile edge cases.

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#16

@timoreilly: An alternate hypothesis about the shakeup at DeepMind. https://asimovaddendum.substack.com/p/googles-westinghouse-bet…

X AI KOLs Timeline · 3h ago Cached

An analysis of the DeepMind leadership shakeup, suggesting Google may be prioritizing its booming cloud business over frontier AI ambitions, with a historical comparison to Edison's DC vs. Westinghouse's AC.

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#17

I built a local realtime voice stack for Ollama: Parakeet STT → Qwen 2.5 7B → Qwen3-TTS

Reddit r/LocalLLaMA · 3h ago

The author built a local realtime voice stack using Parakeet STT, Qwen 2.5 7B, and Qwen3-TTS, integrated with Ollama.

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#18

OpenSSH Key Structure Guide

Lobsters Hottest · 3h ago Cached

An annotated guide to the binary structure of OpenSSH private keys, explaining each chunk, RSA parameters, and padding.

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#19

robot.villas – RSS-to-Mastodon Bridge

Lobsters Hottest · 3h ago

robot.villas is a tool that bridges RSS feeds to Mastodon, allowing automated posting of feed updates to the social network.

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#20

I somehow got GPT-OSS 120B running locally at 21 tok/s on a 4070 Ti with 32gb ram lol🏗😤🤣

Reddit r/ArtificialInteligence · 3h ago

A developer got GPT-OSS 120B running locally on a 4070 Ti with 32GB RAM by exploiting its MoE architecture, streaming cold experts from NVMe and caching hot experts on GPU, reaching 21 tok/s with a top-1 approximation.

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