News Archive – Complete AI Signal History

Jun 19 2026

Altro

Meta secures 1.6 GW of computing capacity in new data center deals with Crusoe

The company inked agreements for two new sites in Texas and Missouri, expanding its AI infrastructure with unprecedented energy capacity. The move highlights how compute and power availability are becoming the real bottleneck for large-scale artificial intelligence.

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Jun 19 2026

Altro

US energy regulator to fast-track AI data centers, but demands self-generation or peak cuts

The US energy regulator is set to order grid operators to speed up AI data center applications, but with a catch: projects must bring their own power or slash usage during peak demand. This shifts the burden of grid stability onto on-premise infrastructure.

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Jun 19 2026

Hardware

Scammers sell $222 RTX 4090 with plastic die, no VRAM, and a fake 2030 production date

A fake RTX 4090 with a plastic die, missing VRAM, and a production label dated 2030 was sold in China for $222. The scam highlights risks in the secondary market for GPUs used in on-premise LLM environments. AI-RADAR examines the implications for local inference infrastructure, where hardware reliability and supply chain transparency are critical for TCO.

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Jun 19 2026

Market

China tightens indium phosphide checks as AI demand climbs

Beijing has intensified scrutiny of indium phosphide exports, a compound essential for high-speed optical chips that move data inside AI data centers. The move threatens to slow the very infrastructure buildout that AI demands.

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Jun 19 2026

LLM

QUEST-35B: 32 H100s Train an Open-Source Deep Research Agent That Rivals Closed Models

Ohio State University’s NLP team has released QUEST-35B, a fully open-source Deep Research agent, including code, weights, training recipe, and a synthetic dataset of 8,000 examples. Benchmarks show competitive performance against leading closed-source systems, strengthening the case for self-hosted, privacy-first AI research tools.

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Jun 19 2026

LLM

QUEST-35B: The open-source Deep Research agent trained with 32 H100s

Ohio State University released QUEST-35B, an autonomous research agent trained on 32 H100 GPUs and synthetic data. Code, weights, and training recipe are public, with competitive benchmarks against closed systems. A signal for on-premise deployment.

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Jun 19 2026

Altro

Meta lobbies Congress for shield in child-harm lawsuits – why it matters for on-prem AI

Meta is pressing Congress for legal immunity from thousands of child-harm suits tied to Instagram. The move spotlights platform accountability and algorithmic control, raising urgent questions for enterprises weighing on-premise AI deployment and data sovereignty.

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Jun 19 2026

Altro

Alibaba Cloud Opens First Data Centers in France Amid EU’s Sovereignty Push

With two availability zones in Paris, Alibaba Cloud expands its European footprint as the EU tightens rules on foreign cloud providers. The move addresses data residency and privacy regulations, prompting a broader reassessment for organizations running AI workloads: between localized cloud and self-hosted deployments, control and TCO become critical factors.

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Jun 19 2026

LLM

GLM-5.2: The 1.5TB LLM Now Runs on a Mac with 82% Accuracy

The 2-bit quantized GLM-5.2 shrinks from 1.51TB to 238GB while retaining ~82% accuracy. It can now run locally on a 256GB Mac or systems with enough RAM/VRAM via llama.cpp and Unsloth Studio, opening new possibilities for on-premise AI deployment.

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Jun 19 2026

Altro

ASML's Top Tool in China? The Denial and the Export Control Puzzle

The US suspects ASML's most advanced lithography tool is already in China. The Dutch company denies it, arguing that risking its export license makes no commercial sense. The case highlights hardware supply chain fragility for on-prem AI deployments.

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Jun 19 2026

Altro

Bulgaria greenlights surveillance exports to repressive governments: the dark side of tech sovereignty

Leaked licenses reveal that Sofia gave the green light to Circles BG to sell tracking and interception tools to countries like Azerbaijan and the UAE. The case highlights how control technologies, designed for on-premise deployment, consolidate authoritarian power.

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Jun 19 2026

LLM

SupraVL-Nano-900k: The Pocket-Sized VLM That Opens the Black Box

SupraLabs releases SupraVL-Nano-900k, a 900k-parameter vision-language model trained from scratch on Flickr8k. Not a production model, but a transparent blueprint for anyone wanting to understand how VLMs work: every component, from the CNN visual encoder to the GPT-2 style decoder, is written from scratch and documented in a Jupyter notebook. Licensed Apache 2.0, it sheds light on model internals—valuable for those planning on-premise deployment.

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Jun 19 2026

LLM

LLM Ensembles for Detecting Quality-of-Life Studies in PubMed Abstracts

A research team has developed an ensemble system of Large Language Models to automatically detect studies reporting EQ-5D data in PubMed abstracts. By combining Google’s Gemini and Gemma models with a weighted stacking strategy, the approach achieved an F1-score of 0.74, exceeding individual model performance. This offers a promising path for those managing systematic reviews in biomedicine, though deploying multiple models locally raises questions about resources and latency.

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Jun 19 2026

LLM

How syntax trees expose buried biases in language models

A visual analytics tool aggregates hundreds of stochastic responses to uncover hidden LLM biases, beyond single-prompt audits. Tested on GPT-2 XL and aligned models, it reduces analysts' cognitive load and enables systematic checks for on-premise deployments where data sovereignty and audit trails matter.

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Jun 19 2026

Frameworks

SPSD Shrinks Cloud LLM Input Costs with Edge Prompt Compression

A research team presented SPSD, an edge pipeline that compresses the social scaffolding in prompts using a 4-bit quantized Small Language Model before sending to a cloud LLM. In tests with Gemma-2-2B and Llama-3.1-8B, it cut 99.9 tokens per call on average with non-inferior response quality. Net energy savings of 70-270 microWh per call reduce cloud inference costs.

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Jun 19 2026

Frameworks

Computational Identifiability: Making Causal Inference Work with Finite Data

A new framework challenges the classical notion of identifiability based on infinite samples, proposing instead a computationally bound approach. Computational identifiability enables causal estimates in real-world scenarios with limited data, with direct implications for those developing models in on-premise environments.

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Jun 19 2026

LLM

Curriculum Alignment with AI: Why the Small Model Beats the Giant

A team proposes a semantic retrieval pipeline to measure a CS program's coverage of CS2013 and CS2023. Among seven retrievers, a rank fusion ensemble performed best; a reputed long-context model was beaten by a small sentence model. Relevant for those building on-premise retrieval systems: huge LLMs aren't always needed.

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Jun 19 2026

Altro

Governing AI agents with deontic logic: AgenticRei arrives

Today's policy engines fall short. With autonomous AI agents invoking tools and coordinating across boundaries, governance demands more than allow/deny lists. A research team introduces AgenticRei, a deontic framework that runs policy enforcement outside the LLM and covers obligation lifecycles, waivers, conflict resolution, and ontological reasoning. A critical piece for anyone prioritizing sovereign, tightly controlled deployments.

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Jun 19 2026

Market

Oppstar expands ASIC design ties with Japan and South Korea, plans Taiwan office

The Malaysian company strengthens relationships with Japanese and South Korean clients and prepares a Taiwan office. An interview with co-founder Meng Thai Ng reveals a growth strategy focused on custom silicon, as ASICs gain traction in AI workloads and on-premise computing.

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Jun 19 2026

Market

Nvidia leads China's assisted-driving chip market; Horizon Robotics rises to second

Nvidia holds the top spot in China's assisted-driving chip market, with local contender Horizon Robotics climbing to second. The rise of automotive AI silicon reshapes compute architectures, carrying direct consequences for data sovereignty, on-board processing, and on-premise strategies in a field where latency can be lethal.

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Jun 19 2026

Hardware

Samsung Foundry to manufacture Claros power-management chips for AI data centers

Samsung will manufacture power-management chips designed by Claros for AI data centers, signaling acceleration in supporting infrastructure for LLMs. For those evaluating on-premise deployments, energy efficiency directly impacts TCO and scalability.

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Jun 19 2026

Altro

G7 Fight Over Who Controls Access to Frontier AI Models

G7 nations are debating who should control access to the most advanced language models, with deep implications for data sovereignty and on-premise deployment. The struggle moves from abstract regulation to the concrete power to enable or block use of these technologies, reshaping the balance among cloud providers, governments, and enterprises.

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Jun 19 2026

Market

Passive components and MCUs under pressure: the hardware knot behind on-prem AI

Shortages of MLCCs for AI servers and 8-bit MCUs are slowing China's supply chain, directly impacting those building on-premise LLM clusters. Longer lead times, rising costs, and alternative sourcing are forcing a rethink of hardware procurement strategies.

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Jun 19 2026

Hardware

AMD ISP4 driver lands in Linux 7.2 kernel, enabling webcams on high-end Ryzen laptops

The long-awaited AMD ISP4 driver has been merged into the Linux 7.2 media subsystem, unlocking webcam functionality on the HP ZBook Ultra G1a and forthcoming high-end Ryzen laptops. The upstream integration strengthens the open hardware story for Linux platforms, increasingly critical for local AI development and on-premise computing.

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Jun 19 2026

LLM

GLM-5.2 tops GPT-5.5 in Artificial Analysis' new agentic knowledge work benchmark

The new AA-Briefcase benchmark evaluates LLMs on agentic knowledge work. Chinese model GLM-5.2 outperformed GPT-5.5, highlighting how specialized evaluations are reshaping model selection—also for self-hosted deployments where control and data sovereignty matter.

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Jun 18 2026

LLM

Liquid AI releases two multilingual embedding models optimized for local retrieval

LFM2.5-Embedding-350M and LFM2.5-ColBERT-350M focus on efficiency, small footprint, and 11-language support. Ideal for self-hosted RAG pipelines, they aim to bring cross-lingual search to enterprise data centers without cloud dependency.

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Jun 18 2026

Hardware

Idle Multi-GPU Node? How to Repurpose Aging Hardware for Local LLM Inference

A tech worker discovers an underutilized server with eight Framework RTX 6000 GPUs totaling 192 GB of VRAM. Could it host large language models that a single card can't? AI-RADAR explores the technical feasibility and strategic value of repurposing existing infrastructure for on-premise inference.

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Jun 18 2026

Market

Baseten and the inference gold rush: a $1.5 billion round in the making

Inference-as-a-service startup Baseten is reportedly closing a $1.5 billion funding round, reaching a $13 billion valuation. A strong signal for a heated market, and a wake-up call for those considering on-premise deployments: control, latency, and TCO remain pivotal.

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Jun 18 2026

Altro

The White House Is Making Up AI Rules on the Fly: The Anthropic Mess

Anthropic can’t distribute Claude Mythos and Fable 5 after falling foul of the Trump administration. Yet exactly why remains a mystery. This uncertainty pushes enterprises to rethink direct control of models, bringing on-premise deployments back to the fore.

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Jun 18 2026

Market

Salesforce’s Internal AI Leaderboard Turns Adoption Into a Trophy Hunt

An internal leaderboard with badges and a nudge for those who lag behind. Salesforce’s gamification of AI adoption highlights both the motivational power and the potential pitfalls of such dashboards—questions of metrics, social pressure, and data privacy in enterprise environments.

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Jun 18 2026

Market

OpenAI Brings on Transformer Co-Inventor and Ex-Policy Official Ahead of IPO

In the span of one week, OpenAI lands Transformer co-inventor Noam Shazeer from Google DeepMind and former Trump AI policy official Dean Ball, signaling a strategic push as it prepares for a public offering.

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Jun 18 2026

Altro

A 201-year-old mutual bank just launched an AI Center of Excellence with a startup partner

Liberty Bank, a 201-year-old mutual bank based in Connecticut, has launched an AI Center of Excellence together with startup Flare AI. The hub will drive AI strategy, governance, and execution across personal, commercial, and digital banking. The partnership is built around measurable outcomes, signaling a disciplined approach to AI adoption in a conservative industry.

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Jun 18 2026

Market

Meta's AI Unit in Turmoil: What It Means for Llama and On-Prem Deployments

Dysfunction inside Meta's AI unit raises questions about the future of the Llama models, a cornerstone for many on-premise deployments. This analysis explores the implications for organizations relying on self-hosted AI and data sovereignty.

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Jun 18 2026

Altro

Rivian sued: the gap between self-driving promises and on-premise AI reality

A class action lawsuit claims Rivian falsely promised self-driving features its first-generation vehicles can never deliver. The case highlights the gap between marketing hype and the real-world constraints of on-premise AI inference in edge devices, offering a cautionary tale for anyone deploying local AI systems.

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Jun 18 2026

Altro

UPS Builds a Real-Time Digital Twin Refreshed Every 10 Minutes – The Infrastructure Angle

UPS has unveiled a real-time digital twin of its entire global logistics network, refreshed every 10 minutes. The system mirrors facilities, air and ground flows, and incorporates self-healing capabilities. The initiative highlights the infrastructure requirements for predictive AI at a planetary scale, with direct implications for those designing on-premise or hybrid stacks for low-latency workloads.

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Jun 18 2026

LLM

North Mini Code Goes 4-bit: Now Runs Locally on Mac and via Ollama

North Mini Code team drops a 4-bit quantized version on Hugging Face, requiring around 20 GB of memory. The model now runs on local hardware via Ollama and llama.cpp-based runtimes, and is also available through the OpenRouter API – a move that boosts portability for on-premise inference and self-hosted development.

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Jun 18 2026

Market

ChatGPT Enterprise gets spend controls to tame LLM costs in the enterprise

OpenAI releases spend controls and usage analytics for ChatGPT Enterprise, enabling organizations to monitor and cap costs associated with generative AI adoption. The move addresses rising concerns about cloud expense predictability, while also highlighting the on-premise vs. cloud debate for enterprises seeking data sovereignty and a clear Total Cost of Ownership.

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Jun 18 2026

Hardware

NVIDIA Vera vs Ampere Altra Max: Benchmark for DIY ARM Servers

An independent benchmark compares NVIDIA's new Vera CPU with Ampere Altra Max, the most accessible ARM option for enthusiast server builders. Results shed light on ARM's progress for Linux servers and are relevant for those evaluating on-prem hardware for lightweight LLM inference, balancing energy efficiency and market availability.

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Jun 18 2026

LLM

GPT-5.5 Instant Raises the Bar for Health AI, but On-Prem Remains a Challenge

OpenAI introduces GPT-5.5 Instant, optimized for ChatGPT's health and wellness responses with stronger reasoning, better context, and physician-informed evaluations. For healthcare organizations considering on-prem deployment for data sovereignty, this progress raises questions about hardware requirements, quantization trade-offs, and regulatory compliance—key factors in TCO and control assessments.

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Jun 18 2026

Altro

AI Data Centers: Fast Lane for Grid Connection, But Energy Supply Remains Scarce

The Federal Energy Regulatory Commission (FERC) has directed grid operators to prioritize AI data centers for interconnections, aiming to accelerate infrastructure expansion. However, the directive fails to address the growing electricity supply shortages, a critical issue that could limit the actual operational capacity of these facilities. The decision highlights the significant infrastructural challenges associated with AI's rapid growth and the complexities for on-premise deployments.

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Jun 18 2026

Frameworks

Rust PNG Decoder Gets Even Faster: Impacting Chrome and GNOME

The Rust `image-png` crate, already acclaimed as one of the fastest PNG decoders worldwide, has received new optimizations that further enhance its performance. This advancement brings tangible benefits to a wide range of applications relying on PNG image decoding, including web browsers like Chrome and desktop environments such as GNOME, thereby improving overall system efficiency and responsiveness.

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Jun 18 2026

LLM

Laguna M.1: A 225B MoE Model for Agentic Coding and Extended Contexts

Poolside has released Laguna M.1, a Mixture-of-Experts LLM with 225 billion total parameters (23B activated per token), optimized for agentic coding and extended contexts (262,144 tokens). The model, under Apache 2.0 license, features a 70-layer architecture and 256 experts, offering native reasoning support. Its scale makes it particularly relevant for on-premise deployment evaluations, requiring specific hardware and careful TCO analysis.

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Jun 18 2026

Altro

Sanders Proposes $7 Trillion Sovereign Fund for Public AI Governance

Senator Bernie Sanders has unveiled an ambitious legislative proposal to transfer trillions of dollars from leading artificial intelligence firms to the public. The plan involves creating a sovereign wealth fund, financed by a one-time 50% tax on the stock of major AI companies, aiming to give Americans greater control over the industry and distribute hundreds of billions annually in direct payments and social programs.

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Jun 18 2026

Market

Karamo Brown Launches Kē: AI for Personal Wellness Featuring a Digital Clone

Karamo Brown from "Queer Eye" enters the wellness sector with Kē, a new app integrating an AI-powered digital clone. The application aims to guide users through personal growth journeys, inspired by Brown's experience in areas like fitness, nutrition, and meditation. This launch highlights the increasing adoption of AI in sensitive domains, raising crucial questions about data sovereignty and deployment choices for enterprises.

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Jun 18 2026

Hardware

Architect Labs Raises $24M to Democratize AI Chip Design

Palo Alto startup Architect Labs has announced a $24 million seed funding round, emerging from stealth mode. The company aims to revolutionize AI chip design, a notoriously complex and expensive process, by making it accessible to more companies through the use of artificial intelligence. This could have significant implications for on-premise deployment strategies and technological sovereignty.

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Jun 18 2026

Altro

Nvidia-backed Verse Raises $54M to Address AI Data Center Power Bottleneck

San Francisco-based startup Verse Enterprises has closed an oversubscribed $54 million Series B funding round, led by Bessemer Venture Partners with participation from GV, Nvidia, and Norrsken VC. The company aims to solve the growing problem of power availability for AI data centers, a factor that is becoming the primary bottleneck for the development and deployment of Large Language Models and other artificial intelligence applications.

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Jun 18 2026

Altro

Life360 and Uber: Integrated Ride Management for Minors, Balancing Convenience and Data

Life360 and Uber have launched an integration allowing parents to book and coordinate rides for teens and other family members directly from the Life360 app. This feature, leveraging real-time location data, highlights the dynamics of sensitive data sharing between platforms—a critical topic for enterprises evaluating on-premise solutions for data sovereignty and privacy management.

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Jun 18 2026

Market

Internal Crisis at Meta AI: Elite Engineers and the 'Gulag' of Data Labeling

A significant dissent incident has shaken Meta's AI unit, where an engineer interrupted a company livestream to deliver a harsh judgment about an executive. The situation, involving elite engineers assigned to data labeling tasks described as a 'gulag,' raises questions about human resource management and the efficiency of AI development pipelines. The incident highlights internal challenges even tech giants face in building and maintaining their Large Language Models.

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Jun 18 2026

Frameworks

Helion Kernel Autotuning: LLMs Accelerate Optimization by 6.7x

Automatic tuning of machine learning kernels is crucial for performance. PyTorch Helion introduces an LLM-guided autotuner that matches LFBO method performance, but reduces benchmark cycles by 10x and overall time by 6.7x. This innovation, tested on NVIDIA B200 GPUs, promises significant acceleration in development and deployment, with a hybrid strategy that closes any performance gaps while maintaining lower cost.

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Jun 18 2026

Altro

Adobe Accelerates AI: An Intelligent Agent for the Creative and Marketing Ecosystem

Adobe has intensified its AI strategy, integrating artificial intelligence into its software for two years. The company aims to position itself as the fundamental AI layer for the entire creative and marketing sector. The five recent announcements, presented over three days, include the introduction of an intelligent "agent" directly within applications, highlighting a broader vision of a unified ecosystem. This move underscores the growing importance of AI in every phase of the digital workflow.

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Jun 18 2026

Altro

Free GLM-5.2 Inference on Hugging Face: A Timed Opportunity

Hugging Face is offering free inference for the GLM-5.2 model for the next six hours. This limited-time initiative highlights the dynamics of Large Language Model deployment and cost considerations. For companies evaluating on-premise solutions, managing inference and optimizing hardware resources remain crucial aspects for Total Cost of Ownership and data sovereignty.

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Jun 18 2026

LLM

GLM-5.2 Emerges as a Leader Among Open Weight Models for Creative Writing

GLM-5.2 has been recognized as the top "open weight" Large Language Model (LLM) for creative writing, according to Sam Paech's benchmark on EQ Bench. This achievement highlights the potential of accessible models for on-premise deployment scenarios, offering enterprises greater control and flexibility compared to proprietary cloud-based solutions, with significant implications for data sovereignty and Total Cost of Ownership (TCO).

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Jun 18 2026

Market

General Intuition Raises $300 Million for Spatial-Temporal AI

General Intuition, a startup focused on developing AI agents for spatial-temporal reasoning, is in advanced discussions for a $300 million funding round. The deal, which includes investors like Jeff Bezos, values the company at approximately $2 billion, highlighting market interest in complex, computationally intensive AI solutions.

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Jun 18 2026

Market

Accenture's Stock Plunge: AI Threatens Consulting Sector

Accenture experienced its worst stock day ever, with shares falling 20%, driven by investor fears that AI could erode the consulting business. Hours earlier, the company had invested $4.18 billion, a move interpreted as a strategic attempt to adapt to the new AI-driven landscape and its implications for professional services.

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Jun 18 2026

Market

Guardrails: The Voice of Tech Workers in AI and the Quest for Control

Guardrails, a political action committee backed by tech workers and funded by small donations, emerges with $5 million to counter the influence of large tech companies in the AI landscape. The movement positions itself as a populist force, reflecting the growing need for control and transparency in the expansion of artificial intelligence, a critical theme for those evaluating on-premise deployments.

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Jun 18 2026

Altro

OpenAI Reasoning Model Supports Diagnosis of Rare Genetic Diseases

Researchers utilized a reasoning model developed by OpenAI to assist physicians in diagnosing rare genetic diseases affecting children. This application led to the identification of 18 new diagnoses in previously unsolved cases, highlighting the potential of artificial intelligence to improve diagnostic accuracy and timeliness in complex and sensitive contexts such as pediatric medicine.

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Jun 18 2026

Market

NATO Defence Tech: 85% of Funding to US, Europe Responds with €500M Fund

Despite Europe's substantial financial commitments to defence, the majority of venture capital for defence technology originates from the United States. Since 2019, 85% of NATO defence-tech venture funding has gone to the US, compared to a mere 6.2% for Europe. To rebalance this disparity and foster local innovation, AVP and Earlybird have announced the launch of a new €500 million fund.

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Jun 18 2026

Altro

Comand AI Secures €32M for Military Command AI Software

Comand AI, a Paris-based startup, has successfully closed a €32 million Series A funding round. The company specializes in developing artificial intelligence software for military command, positioning itself as a crucial layer above drones and sensors. The investment was led by Blossom Capital, with strategic participation from Sweden's Saab and renewed backing from Expeditions. This funding highlights the increasing importance of AI solutions in defense, where data control and sovereignty are critical for sensitive deployments.

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Jun 18 2026

Market

AI IPOs: California Anticipates Record Tax Windfall, But Compensation Structures May Complicate It

California is bracing for a potential historic tax revenue surge from the upcoming IPOs of AI giants like OpenAI and Anthropic, alongside SpaceX's astronomical valuation. With these companies approaching trillions in market capitalization, the state hopes for a significant bonanza. However, modern compensation structures could complicate the realization of this tax wealth, echoing precedents like Facebook's 2012 IPO.

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Jun 18 2026

Market

AI Godfather Yann LeCun Calls xAI a Failure, Warns of Bubble

Yann LeCun, a prominent figure in artificial intelligence, has expressed strong doubts about Elon Musk's xAI's ability to compete at the forefront of the industry. He labeled the company a "failure" and cautioned against a potential "bubble" in the AI market, hinting at the existence of alternative approaches.

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Jun 18 2026

Market

Frontier Health: $16M for AI Streamlining Healthcare Paperwork

Frontier Health, a London startup founded by a former Palantir leader, has closed a $16 million seed funding round. The investment, led by Atomico, aims to develop AI solutions to optimize administrative documentation management for the UK's National Health Service (NHS), rather than focusing directly on clinicians. This approach highlights a growing focus on operational efficiency and data sovereignty in the healthcare sector.

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Jun 18 2026

Market

ByteDance and Microsoft: A Billion-Dollar AI Investment on Azure

ByteDance is reportedly Microsoft's largest AI customer, with annual spending projected to exceed $1 billion on Azure cloud services and OpenAI models. This significant deal highlights the reliance on external infrastructure for AI capabilities, even amidst geopolitical tensions, raising questions about deployment strategies for critical workloads.

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Jun 18 2026

Altro

LinkedIn Introduces "Connected Apps": Real Application Usage Becomes Public

LinkedIn has launched "Connected Apps," a feature that links application usage to a user's profile. Based on real activity data, the system automatically generates descriptions of software use, which users cannot manually edit. This initiative raises questions about data sovereignty and personal information control, crucial themes for companies managing on-premise LLMs.

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Jun 18 2026

Frameworks

PyTorch Certified Associate: A New Certification for AI Professionals

Linux Foundation Education and the PyTorch Foundation have launched the PyTorch Certified Associate (PTCA) certification. Aimed at emerging professionals, the PTCA validates skills in using PyTorch for designing, training, and deploying machine learning models in real-world contexts. The multiple-choice exam includes a free retake, and the certification is valid for two years, offering fundamental recognition in the AI landscape.

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Jun 18 2026

Altro

Linux 7.2: AF_ALG Deprecation for a More Secure and Efficient Kernel

Linux kernel 7.2 brings significant updates to the cryptographic subsystem, with the approved deprecation and removal of the AF_ALG driver. This initiative aims to eliminate code deemed useless and insecure, enhancing the operating system's security and efficiency. For enterprises running on-premise AI workloads, a robust and clean kernel is crucial for ensuring data sovereignty, compliance, and reliable infrastructure performance.

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Jun 18 2026

Altro

Local AI Challenges the Cloud: Two Mini PCs Process Millions of Tokens and Cut Costs

An innovative approach demonstrates how it's possible to move Large Language Model (LLM) inference away from the cloud, leveraging the power of two mini PCs. This strategy allows for processing millions of tokens daily, generating significant savings on costly cloud API fees and offering greater data control. The initiative highlights the growing benefits of on-premise deployment for specific AI workloads.

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Jun 18 2026

Frameworks

Generative AI at the Core of Unreal Engine 6: Epic Integrates Claude and Gemini, but Developers Are Skeptical

Epic Games has announced the integration of generative artificial intelligence, including models like Claude and Gemini, into the upcoming Unreal Engine 6. The goal is to automate repetitive tasks in video game development. However, the move raises concerns among developers, with over half expressing a negative opinion on the initiative. The flexibility to integrate "any model" opens interesting scenarios for data control and deployment choices.

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Jun 18 2026

Hardware

Sound Waves: The New Frontier for Neuromorphic Chips in On-Premise AI

Groundbreaking research reveals the potential of sound waves to revolutionize neuromorphic chips. This technology promises to emulate the brain with greater energy efficiency and speed, overcoming the limitations of current architectures. With power consumption up to ten times lower than electronic neuromorphic hardware, it opens new perspectives for deploying AI workloads and Large Language Models (LLM) in on-premise environments, offering more compact and performant solutions for pattern recognition and data analysis.

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Jun 18 2026

Market

Conviction for Copyright Infringement: The Case of the 'Retro Pirate' and Remix CDs

An individual has received a two-year suspended jail sentence for burning and selling unauthorized remix CDs of famous artists. The four-year investigation, which began in 2018, focused on copyright infringement involving a medium described by the source as '40 years old'.

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Jun 18 2026

Altro

Fortinet: 75,000 Firewalls Compromised by Stolen Credentials, Not Zero-Day

Researchers have uncovered "FortiBleed," a vast cache of stolen credentials for Fortinet firewalls. The dataset contains plaintext usernames, emails, and passwords for nearly 74,000 FortiGate devices across 194 countries, affecting over 21,000 domains. The compromise occurred through the use of outdated passwords, not a zero-day vulnerability, highlighting the critical importance of robust credential management for infrastructure security.

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Jun 18 2026

Market

NeuralTrust Secures $20 Million to Police Enterprise AI Agents

Barcelona-based startup NeuralTrust has closed a $20 million (17.2 million euros) seed funding round. The investment, led by Alstin Capital, aims to bolster the development of solutions for AI agent security and governance. The goal is to support large enterprises deploying these technologies at a pace that makes monitoring and control challenging, a critical aspect for data sovereignty and compliance in on-premise and hybrid environments.

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Jun 18 2026

Market

SpaceX Appoints Roelof Botha of Sequoia Capital to its Board

SpaceX has announced the appointment of Roelof Botha, former Sequoia Capital steward, as a new independent member of its board of directors and audit committee. The election, made on June 17, comes days after the company's record IPO, marking a significant step in its post-IPO governance.

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Jun 18 2026

Market

Swiss Startup Prem AI Raises $100M for On-Premise AI in Finance and Law

Swiss startup Prem AI has initiated a $100 million Series A funding round, targeting a valuation of at least $500 million. The company focuses on enabling hedge funds and law firms to run their AI models on proprietary infrastructure, promoting an "own your AI" model over renting cloud services. The round is expected to close in the third quarter.

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Jun 18 2026

Hardware

Midjourney Ventures into Hardware with a Full-Body Medical Scanner

Midjourney, known for its text-to-image AI tools, has announced its entry into the hardware sector with "The Midjourney Scanner." This full-body medical scanning device represents an unprecedented initiative for the company. Founder David Holz unveiled the project in San Francisco, signaling a new strategic direction and the establishment of a dedicated division. The company claims the new scanner surpasses MRI performance.

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Jun 18 2026

Altro

EU Sets Conditions for AI Data Centers: Climate and Energy Priority

The European Union welcomes the AI industry but imposes clear conditions for building new data centers. Commissioner Dan Jørgensen emphasized that companies must align with the bloc's energy, climate, and environmental goals. This stance will influence on-premise deployment strategies and TCO evaluations for AI infrastructure on the continent.

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Jun 18 2026

LLM

The Mystery of Elias Thorne: Why Large Language Models Keep Telling the Same Story?

Research has uncovered a surprising narrative uniformity across popular Large Language Models. Characters like Elias Thorne, the lighthouse keeper, appear in over 88% of generated stories, regardless of the model. This phenomenon raises questions about the diversity of training datasets and the implications for original content generation.

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Jun 18 2026

LLM

Keye-VL-2.0-30B-A3B: The Multimodal LLM for Video and Agents with Ultra-Long Context

Kwai-Keye has released Keye-VL-2.0-30B-A3B, a 30-billion-parameter multimodal LLM designed for advanced video analysis and agent capabilities. The model stands out for its DSA-Native architecture, handling ultra-long contexts up to 256K tokens, and offering efficiency in inference and training. It surpasses open-source competitors and aligns with top-tier closed-source models in video understanding and integrated agent functionalities.

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Jun 18 2026

Hardware

Venture Kick Backs Minysa with €163K for GaN Chip Development

Swiss electronics startup Minysa has secured €163,000 from Venture Kick to accelerate the development of its next-generation gallium nitride (GaN) control chips. These integrated circuits aim to enhance the safety, efficiency, and compactness of GaN power devices, reducing integration complexity. The goal is to enable smaller, more reliable, and cooler power systems, particularly in the European space sector, where technological sovereignty and reliability are crucial.

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Jun 18 2026

Hardware

Physical NFT Minting Device with Raspberry Pi: AI and On-Premise Irony

A digital entrepreneur has developed a peculiar physical NFT minting device, combining a Raspberry Pi with a model trained on an M3 MacBook. The humorous project aims to explore the idea of an "infinite money machine" and demonstrates the ability to generate an NFT in just three seconds. Although the initiative has so far generated a single sale for nearly ten dollars, it highlights the creative use of compact hardware for low-latency AI applications, albeit for playful purposes.

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Jun 18 2026

Hardware

New LLVM Clues: AMD GFX1250/GFX1251 Point to Instinct Hardware for AI

Activity in the LLVM compiler and AMD's open-source Linux driver stack suggests that the new GFX1250 and GFX1251 architectures, part of the GFX12 series, are destined for AI/HPC accelerators. While there's speculation about a connection to RDNA4, stronger signals point to an enterprise deployment, potentially as part of the upcoming Instinct MI400 series. The identification of GFX1251 as an APU adds further intrigue for on-premise solutions.

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Jun 18 2026

Market

AI in Chinese Retail: Widespread Innovation, Cautious Consumers at the 618 Festival

China's "618" shopping festival showcased a deep integration of artificial intelligence into online retail. Despite the omnipresence of technology in sales operations, Chinese consumers remain cautious, highlighting a discrepancy between technological supply and actual demand. This scenario raises questions about AI deployment strategies and end-user acceptance.

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Jun 18 2026

Market

Dream's AI Cybersecurity Value Triples to $3 Billion

Dream, an Israeli company specializing in AI and cybersecurity, has completed a $260 million funding round, raising its valuation to $3 billion. This increase, nearly triple its value from 16 months ago, highlights the growing demand and strategic importance of artificial intelligence applied to cyber defense, a crucial sector for data sovereignty and infrastructure control.

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Jun 18 2026

Altro

The Complexity of Pentesting Budgeting: Tools and Services in the On-Premise Era

Pentesting, a fundamental cybersecurity practice, is no longer a simple choice between acquiring a tool or hiring an external consultant. Organizations, especially those adopting on-premise strategies, face increasing challenges in balancing investments in internal solutions and external services to protect their digital assets and ensure data sovereignty.

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Jun 18 2026

Altro

AirTrunk Seeks $3 Billion Loan for Hyperscale Data Center in Sydney

Blackstone-owned data center operator AirTrunk is negotiating a loan of approximately $3 billion to fund the construction of SYD3, a single hyperscale facility in Sydney. The project envisions a data center with over 400 megawatts of capacity, highlighting the increasing demand for massive, power-hungry infrastructure essential for demanding AI workloads.

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Jun 18 2026

Market

Frontier Health: £10 Million Raised for AI in UK Healthcare

London-based startup Frontier Health, founded by former Palantir healthcare lead Rachel Finegold, has secured £9.7 million in a funding round led by Atomico, bringing its total to £11.9 million. The company develops Juno, an AI agent designed to automate administrative tasks for the NHS, aiming to mitigate staff shortages and enhance patient care. This initiative highlights the growing market interest in AI solutions supporting healthcare infrastructure.

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Jun 18 2026

Altro

Linux 7.2: Kernel Strengthens Against DoS Attacks with Advanced Timer Management

The Linux 7.2 kernel introduces significant changes to the timer subsystem, enhancing protection against Denial of Service (DoS) attack attempts. These updates aim to bolster the operating system's resilience, a crucial aspect for any IT infrastructure. For on-premise deployments of Large Language Models (LLM), which demand high stability and security, a robust kernel forms the foundation for ensuring data sovereignty and operational control.

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Jun 18 2026

Market

Mobility and Logistics: Europe's Top 10 Funding Rounds in 2025

In 2025, the European transportation sector attracted significant investment, focusing on electrification, autonomous systems, and logistics infrastructure. Companies developing EV charging networks, digital freight platforms, and micromobility services secured the largest funding rounds. Germany emerged as a leading hub. This trend highlights a shift towards sustainable, software-driven mobility, with future implications for on-premise AI and LLM adoption.

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Jun 18 2026

Market

HSBC Expands AI Banking Partnership with Google Cloud for Global Expansion

HSBC has announced a multi-year partnership with Google Cloud to develop and deploy artificial intelligence tools on a global scale. The agreement, leveraging Gemini models and the Gemini Enterprise Agent Platform, focuses on key areas such as wealth management, financial crime risk management, and internal decision support. The bank anticipates implementing over 200 AI use cases in the next two years, with some initiatives potentially generating returns exceeding $100 million.

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Jun 18 2026

Altro

ENISA and Anthropic: The Shadow of US Directives on European AI

ENISA, the European cybersecurity agency, met with Anthropic, an AI company, in a meeting confirmed by the European Commission. The encounter, arranged beforehand, was complicated by a new US export directive. This scenario highlights growing geopolitical tensions influencing AI development and deployment, with direct implications for data sovereignty and European technological strategies.

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Jun 18 2026

Market

Bosch to pay $36 million over unlicensed shipments to Huawei

The German engineering group Robert Bosch has reached a settlement with the United States, agreeing to pay $36 million. The penalty addresses claims that two of its non-US subsidiaries shipped sensor products and software to Huawei in China without the required licenses, with the goods valued at over $70 million.

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Jun 18 2026

Altro

Frontier Airlines: Security Flaw Exposes Passenger Data with Just a Booking Code

A researcher has uncovered a severe security flaw on the Frontier Airlines website. By using only the booking number and last name from a boarding pass, it's possible to access any passenger's complete personal data, including address, passport details, TSA PreCheck status, and most credit card information. This raises critical questions about data protection and the implications for data sovereignty in digital contexts.

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Jun 18 2026

Market

Oracle: Tighter Support Timelines for Fusion Middleware 12c

Oracle has announced revised support deadlines for Fusion Middleware 12c Release 2, surprising customers. Premier Support will end in December 2026, and Extended Support in December 2027. This decision, which includes the introduction of a controversial "Market Driven Support" program post-2027, raises concerns among large organizations regarding migration planning and overall costs for their on-premise infrastructures.

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Jun 18 2026

Market

Warren Raises €10M to Reshape Retirement Savings

Belgian fintech startup Warren has closed a €10 million seed funding round, led by Motive Ventures. The company aims to transform the supplementary pension system by offering a platform for corporate pension fund management and an AI-powered financial coaching service. The goal is to enhance the transparency and effectiveness of long-term savings for employees, addressing the inefficiencies of traditional products.

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Jun 18 2026

LLM

Z.ai Open-Sources GLM 5.2: Community Awaits a 27-120B 'Flash' Successor

Z.ai has open-sourced its GLM 5.2 model, generating significant community excitement. Developers and enterprises are now eagerly anticipating a "Flash" series successor, ideally within the 27 to 120 billion parameter range, to optimize on-premise and hybrid deployments.

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Jun 18 2026

Hardware

SK Hynix Ships First 12-Layer HBM4E Samples to AI Customers

SK Hynix has announced the commencement of shipping its first HBM4E samples, the company's next-generation high-bandwidth memory, to major AI industry customers. This technology features a 12-layer stack, achieving a capacity of 48GB, and operates at speeds up to 16Gbps per pin, while also promising improved power efficiency. This represents a significant step for on-premise Large Language Model deployments, where VRAM and throughput are critical.

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Jun 18 2026

LLM

Noam Shazeer Leaves Google for OpenAI: A Key Transfer in the LLM Ecosystem

Noam Shazeer, a prominent figure and co-author of the foundational Transformer paper, has announced his move from Google to OpenAI. Recognized as a principal architect of Google's Gemini models, his transfer highlights the intense competition for talent in the Large Language Model sector and the potential implications for future AI development, influencing on-premise deployment strategies and enterprise technology choices.

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Jun 18 2026

LLM

LLM Distillation: The Compute Challenge for GLM 5.2 Datasets

The AI community seeks solutions to democratize access to advanced models. An online appeal highlights the need for massive compute to create distillation datasets from powerful LLMs like GLM 5.2, aiming to train smaller, more efficient models such as Qwen 3.5. This approach is crucial for optimizing on-premise deployments, balancing performance and costs.

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Jun 18 2026

Market

Foxconn and Taiwan's Global AI Strategy: On-Premise Implications

Foxconn's chairman has outlined Taiwan's strategy for global expansion in artificial intelligence and manufacturing. This initiative highlights the island's crucial role in the AI hardware supply chain, with direct implications for on-premise deployment decisions, data sovereignty, and TCO for companies developing Large Language Models.

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Jun 18 2026

Hardware

Silicon Carbide Cuts Costs and Boosts Efficiency in AI Data Centers

The adoption of silicon carbide (SiC) in AI data centers promises to revolutionize energy efficiency. This technology, superior to traditional silicon for power electronics, can generate a 5% gain in overall efficiency. Such an improvement translates into significant operational savings, estimated at US$5 billion globally, making it crucial for those managing on-premise AI infrastructures and evaluating Total Cost of Ownership (TCO).

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Jun 18 2026

Market

AI Data Center Boom Drives Record Sales for Taiwan's Passive Component Makers

The global expansion of AI-dedicated data centers is generating unprecedented demand for Taiwanese manufacturers of passive components. This phenomenon highlights the growing need for robust infrastructure to support AI workloads, with significant impacts on supply chains and on-premise deployment strategies for companies prioritizing data sovereignty and TCO control.

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