Alvaro Lopez Ortega / 2026-05-15 Briefing

Created Fri, 15 May 2026 19:40:23 +0000 Modified Sat, 08 Aug 2026 15:40:13 +0000
5346 Words

Anthropic is calling for stricter AI export controls to protect technological leadership. In cybersecurity, a Microsoft Exchange flaw is allowing attackers to use OWA inboxes for script launches. Google is testing a 5GB storage limit for new Gmail accounts, while X has pledged stronger content moderation in the UK. Additionally, the UK has ordered £1B in remote-control howitzers to replace aging systems.

🤖 AI & Machine Learning

Britain’s latest civil servant is a chatbot trained on GOV.UK misery

This news digest highlights recent developments in AI and cybersecurity, including the deployment of a new UK government chatbot and the emergence of AI-driven API attacks. It also covers critical vulnerabilities in Microsoft Exchange and Cisco SD-WAN, alongside ongoing hardware supply chain challenges.

OpenAI integrates Plaid for banking features

OpenAI has partnered with Plaid to launch new personal finance tools for ChatGPT Pro subscribers in the U.S., enabling connections to over 12,000 financial institutions. The feature provides users with spending dashboards and personalized financial analysis, though it has also raised significant privacy and security concerns regarding sensitive financial data.

Image-blaster: Creates 3D environments, SFX, and meshes from a single image

image-blaster is a new tool that uses Claude, World Labs, and FAL to transform a single image into a 3D environment complete with meshes, Gaussian splats, and sound effects. Designed to accelerate 3D workflows, it can be integrated into various game engines, DCC software, and web applications.

AI is wiping out entry-level jobs

The rise of artificial intelligence and declining internship availability are creating a widening experience gap that leaves recent graduates unprepared for the workforce. To bridge this gap, educational institutions must integrate practical, hands-on learning directly into their curricula and strengthen partnerships with employers.

Amazon workers under pressure to up their AI usage are making up tasks

Amazon employees are reportedly creating unnecessary AI agents using the company’s internal tool, MeshClaw, to artificially inflate their AI token consumption. This behavior stems from pressure to integrate AI into workflows and the perception that usage metrics are being monitored for performance evaluations.

The sigmoids won’t save you

The article argues that the assumption that all exponential growth eventually transitions into a sigmoid curve often leads to premature predictions of a plateau. Using examples such as birthrate projections and solar power deployment, the author demonstrates that growth can remain exponential much longer than forecasters typically anticipate.

Overseas fakers using AI videos to push a narrative of UK decline, BBC finds

A BBC investigation has revealed that social media accounts operated from countries such as Sri Lanka, the US, and Vietnam are using AI-generated videos to spread anti-immigration narratives in the UK. These accounts are reportedly motivated by financial gain or state-sponsored influence operations intended to manipulate public opinion and undermine trust in authentic content.

UK sovereign LLM inference

Documentation for UK sovereign LLM inference is being redirected from /docs to /docs/getting-started/introduction. This change updates the navigation path to the introduction page.

Find the best local LLM for your hardware, ranked by benchmarks

whichllm is a new Python utility designed to identify the optimal local Large Language Model (LLM) for a user’s specific hardware, including NVIDIA, AMD, and Apple Silicon. Rather than merely finding the largest model that fits in VRAM, the tool ranks HuggingFace models based on real-world benchmarks, hardware compatibility, and architecture-aware performance estimates.

DeepSeek V4: The Open-Source Model Frontier Labs Feared

DeepSeek V4-Pro, released under an MIT license, offers high-level coding performance on benchmarks like SWE-bench at a significantly lower cost of $0.30 per million output tokens compared to closed-model competitors. Driven by an efficient Mixture-of-Experts architecture, the model’s arrival challenges the established pricing models of major frontier labs for agentic coding.

GlycemicGPT – Open-source AI-powered diabetes management

GlycemicGPT is an open-source, self-hosted platform that utilizes AI to provide advanced monitoring and analysis for diabetes management. By integrating data from continuous glucose monitors and insulin pumps, the tool offers features such as daily pattern summaries and predictive alerting without controlling insulin delivery.

How Claude Code works in large codebases

Claude Code utilizes agentic search to navigate large, complex codebases locally, avoiding the outdated indexing issues common in RAG-based retrieval systems. Its effectiveness in enterprise environments depends on providing sufficient context through a “harness” of tools, such as CLAUDE.md files and ecosystem extensions.

Elevated error rates on Opus 4.7

Users can subscribe to receive email or text message notifications regarding elevated error rates on Opus 4.6 and 4.7. These updates will provide information whenever incidents are created, updated, or resolved.

What we learned using AI agents to refactor a monolith

1Password used an agentic toolchain to analyze and plan the decomposition of its large Go monolith into independent services. The team found that using AI agents to build deterministic analysis tools, rather than for direct code interpretation, successfully provided a reliable extraction order based on code structure and runtime data.

Gridcare raises $64M Series A for AI-powered electric grid capacity detection.

Gridcare has raised $64 million in a Series A funding round led by Sutter Hill Ventures to expand its AI-driven platform for mapping underutilized electric grid capacity. The technology helps data center developers identify available power, potentially reducing interconnection timelines from years to months.

HMRC signs £175M, 10-year deal with Quantexa to use AI to tackle tax fraud and errors

The UK’s tax authority, HMRC, has entered into a 10-year, £175 million deal with British tech firm Quantexa to implement AI-powered technology. The new system aims to help the department identify fraud, correct tax return errors, and enhance customer service efficiency.

Meta adds neural handwriting to Ray-Ban glasses and opens them to third-party developers

Meta is introducing several new features to its Ray-Ban Display smart glasses, including neural handwriting support for messaging and a “display recording” capability that blends digital and real-world views. Additionally, the company is expanding walking directions and live captions while opening the platform to third-party developers.

💻 Software Engineering

Aperio Lang

Aperio is a new programming language designed to reduce the “translation tax” in LLM-driven workflows by aligning its structural primitives, called “loci,” with human mental models. By mirroring how developers conceptualize software, the language eliminates the need for LLMs to navigate complex, low-level boilerplate.

Bun Rust rewrite: “codebase fails basic miri checks, allows for UB in safe rust”

A Bun Rust rewrite has been found to contain Undefined Behavior, specifically a dangling reference during the construction of a byte slice. The report also includes a critique of using AI for Rust development, recommending that professional developers be hired instead.

I love Linux, but I can’t quit Windows

The author explains why they repeatedly return to Windows despite a long-standing admiration for Linux. While Linux’s unpredictable technical failures can disrupt productivity, the predictable annoyances of Windows, such as bloatware, are more manageable for a stable computing experience.

I built Zenith: a live local-first fixed viewport planetarium

Zenith is a real-time, high-magnification digital planetarium that provides a personalized view of the stars based on a user’s specific geographic location. By displaying a narrow “ribbon” of the sky, the platform makes the Earth’s rotation visible through the increased apparent motion of celestial objects.

Vibe Coding a $20k /Year Enterprise Logistics Platform

A team used Claude to “vibe code” a custom replacement for the $20,000-a-year logistics platform ShipHero following frequent service failures and poor support. By leveraging AI to replicate existing interfaces and automate complex carrier API integrations, they successfully built a functional enterprise tool for approximately $100 in token costs.

Radicle: Sovereign {code forge} built on Git

Radicle is an open-source, peer-to-peer code collaboration stack built on Git that operates without a centralized authority. The platform utilizes a decentralized, local-first architecture and cryptographic identities to ensure user autonomy and secure data ownership. Its modular design allows developers to extend its capabilities by implementing collaborative features, such as issues and discussions, as Git objects.

O(x)Caml in Space

The Borealis project has successfully deployed a pure-OCaml CCSDS protocol stack in low Earth orbit within the ClusterGate-2 payload module. The system leverages OCaml’s safety features to provide end-to-end encryption and post-quantum key rotation, mitigating security risks in multi-tenant satellite environments.

NanoTDB – Golang Append-Only Time Series DB

NanoTDB is an embedded, dependency-free time-series database written in Go, specifically designed for resource-constrained environments like IoT gateways and edge nodes. The system ensures crash safety and efficient range-based querying by utilizing a Write-Ahead Log, a catalog, and partitioned compressed data files.

Explore Wikipedia Like a Windows XP Desktop

The website explorer.samismith.com features a Windows XP-style interface that allows users to navigate Wikipedia and Wikimedia Commons as a folder-based file system. The platform also includes an experimental project called GeoFile Explorer, which enables users to interact with Earth as a digital folder.

Moving away from Tailwind, and learning to structure my CSS

The author describes their migration from Tailwind CSS to a vanilla CSS approach focused on semantic HTML and component-based architecture. By implementing centralized systems for resets and color palettes, they aim to create a more organized and predictable codebase.

Bug Archeology: Solving a decade-old Swift/C++ mystery (with LLMs)

The author recounts the challenging process of debugging a critical error in the Juke music app that prevented offline song playback following the iOS 11 update. To resolve the issue, they had to manually trace a bug through a complex, multi-language toolchain involving Swift, Objective-C, and C++.

Welcome to ORDER BY jungle

The SQL ORDER BY clause processes bare identifiers and expressions through different parsing paths. While bare identifiers can reference aliases from the SELECT list, expressions only look at the source table columns and ignore any defined aliases.

SQL: Incorrect by Construction

Using a money-transfer example, this article highlights common SQL concurrency bugs, including atomicity failures, TOCTOU errors, and deadlocks. It presents technical solutions, such as implementing transactions and row-level locks, to prevent these issues and ensure data integrity.

why use F# for scripting and automation?

F# is an effective choice for scripting and automation because its strong type system provides predictable error detection when external dependencies or data formats change. Additionally, the language’s pipeline operator simplifies complex logic by ensuring a clear, top-to-bottom data flow with minimal cognitive load.

Volkswagen- detects when your tests are being run in a CI server, and makes them pass (2015)

Volkswagen is a software package designed to detect when tests are running on a Continuous Integration (CI) server and automatically force them to pass by reducing error levels. It supports numerous CI platforms and test suites by identifying standard environment variables.

PyCon US 2026 Typing Summit Recap

The PyCon US 2026 Typing Summit featured discussions on the evolution of Python’s typing specification, including proposals for intersection types and new type manipulation tools. The event also highlighted research on how type checkers enhance the performance of AI coding agents and advancements in the formalization of Python typing.

🔒 Security & Privacy

Exploited Exchange Server flaw turns OWA inboxes into script launchpads

An exploited flaw in Microsoft Exchange Server allows attackers to use OWA inboxes as launchpads for scripts. While Microsoft has released a mitigation to address the vulnerability, it may disrupt features such as inline images and calendar printing. Administrators are currently awaiting a permanent patch to resolve the issue.

U.S. DOJ demands Apple and Google unmask over 100k users of car-tinkering app

The U.S. Department of Justice is seeking the personal data of hundreds of thousands of Auto Agent app users through subpoenas to Apple and Google. The move is part of a lawsuit against EZ Lynk for allegedly selling tools that bypass vehicle emissions controls. Privacy advocates and the company have criticized the broad requests as significant legal overreach.

We are retiring our bug bounty program

Turso is retiring its $1,000 bug bounty program for data corruption bugs due to an overwhelming influx of low-quality “slop” submissions. The company decided to end the program to protect its maintainers and ensure the long-term sustainability of its open-source contributions.

Welcome to the Strip Mining Era of OSS Security

The rise of LLM-powered coding agents is ushering in a “strip mining” era for open-source security, characterized by a surge in both the volume and quality of reported vulnerabilities. This shift enables automated, high-scale scanning of public codebases to uncover increasingly deep flaws more efficiently than traditional methods.

Coldkey – Post-quantum age key generation and paper backup tool

Coldkey is a utility designed to generate post-quantum encryption keys for the age standard and produce printable HTML backups featuring QR codes. The tool aims to prevent permanent data loss from digital failures by enabling users to maintain secure, paper-based copies of their keys.

reCAPTCHA Mobile Verification Is Bringing the Play Integrity API to Desktops

Google is bringing reCAPTCHA Mobile Verification to desktops by requiring users to scan QR codes with certified Android or iOS devices. Critics argue this expansion of hardware-based attestation technology is anti-competitive, as it could force reliance on specific Apple and Google-approved hardware and operating systems.

security mitigations ansible role

The sigio.mitigations Ansible role provides a consistent method for deploying security mitigations for Linux vulnerabilities, such as DirtyFail and CopyFrag. Users can customize the application of these mitigations by enabling or disabling specific components via role variables.

Akamai acquires LayerX Security for ~$205M to secure employee AI usage

Akamai Technologies is acquiring Israeli cybersecurity startup LayerX Security for approximately $205 million in cash. The acquisition aims to strengthen Akamai’s Zero Trust strategy by integrating technology that allows enterprises to monitor and control the use of generative AI and other AI-driven services within existing browsers.

🏢 Business & Policy

Microsoft puts stability in the driver’s seat with new initiative

Microsoft is launching a new initiative focused on prioritizing system stability. The program aims to emphasize driver reliability over user interface enhancements.

Google’s New Gmail Storage Policy

Google is testing a new policy for new Gmail accounts in select regions that limits initial free storage to 5GB instead of the standard 15GB. To unlock the full storage capacity, users must add a phone number to their accounts, a move Google claims is intended to enhance account security and data recovery.

Anthropic Urges AI Export Controls

Anthropic is urging the United States and its allies to implement stricter export controls on AI models and computing hardware to maintain technological leadership over China. The company warns that failure to implement these measures before 2028 could allow authoritarian regimes to establish global AI norms and utilize the technology for large-scale repression.

X pledges stronger UK content moderation

Following an investigation by the UK regulator Ofcom, X has committed to implementing stronger user protections and improving content moderation. The platform aims to review reports of illegal hate and terrorist content within an average of 24 hours.

Fusion for the future: XLSMART and ZTE partnering for a boundless digital Indonesia

XLSMART and ZTE have partnered to develop Indonesia’s first blanket 5G network, aiming to create a boundless digital landscape for the country. In just eight months, the initiative has added 7,000 5G sites, which now serve 73 million subscribers.

UK reloads artillery plans with £1B remote-control howitzer order

The UK has ordered 72 Boxer-mounted RCH 155 remote-control howitzers in a £1 billion deal, with deliveries expected to begin in 2028. This procurement aims to replace the AS-90 artillery systems that were sent to Ukraine.

Possible Samsung strike puts even more pressure on memory pricing

A potential strike at Samsung is expected to increase pressure on memory pricing. This development occurs as South Korean policymakers consider whether all citizens should receive an “AI dividend.”

“Too dangerous to release” or just too expensive?

Anthropic has restricted access to its new Claude Mythos Preview model to a select group of organizations through the gated Project Glasswing program. While the company claims this measure is necessary to prevent the autonomous exploitation of zero-day vulnerabilities, alternative theories suggest the decision may be driven by high compute costs and infrastructure challenges.

The Tech Industry’s Uncertain Future

The author critiques the Western millenarianist tendency to view significant technological shifts as sudden, revolutionary breaks. Instead, the text argues that true progress is a gradual process of shifting worldviews and integrating new perspectives into existing models.

Power Tools Got Worse on Purpose. Who Owns DeWalt, Craftsman, and Milwaukee?

Techtronic Industries (TTI) has achieved significant growth by investing heavily in R&D and preserving the distinct identities of brands like Milwaukee and Ryobi. In contrast, Stanley Black & Decker’s strategy of aggressive acquisitions led to brand cannibalization and financial instability.

Bitwarden scrubs ‘Always free’ and ‘Inclusion’ values from its site

Bitwarden is undergoing significant leadership changes, with Michael Sullivan appointed as CEO and Michael Shenkman as CFO. Additionally, the company has updated its core “GRIT” values, replacing “Inclusion” and “Transparency” with “Innovation” and “Trust.”

Steve Jobs Next Computer: His Forgotten Exile Years

Geoffrey Cain’s forthcoming book, Steve Jobs in Exile, explores the often-overlooked period between 1985 and 1997 when Steve Jobs led NeXT Computer. The book highlights how this era served as a crucial learning period and provided the essential technological foundation for modern Apple operating systems.

Where’s Ed: Anthropic Told Court $5B but Public $19B

Ed Zitron has identified significant discrepancies between Anthropic’s public revenue announcements and its sworn legal statements. While the company’s CFO testified in court that total revenue exceeded $5 billion, calculations based on Anthropic’s various annualized revenue claims suggest a much higher cumulative total.

Access to frontier AI will soon be limited by economic and security constraints

Access to frontier AI is transitioning from widespread availability to selective scarcity driven by increasing security and economic constraints. Major developers are increasingly implementing limited rollouts of advanced models to prevent misuse, a trend likely to be reinforced by U.S. government national security interests.

OpenAI’s disavowal of a liability shield in Illinois SB 3444 bill and endorsement of a stronger S…

OpenAI has disavowed its support for the liability shield in Illinois bill SB 3444 and instead endorsed the much stronger SB 315. This new legislation focuses on mitigating catastrophic risks and mandates third-party audits to ensure compliance with safety frameworks.

OpenAI reorg: Greg Brockman to lead product strategy, merging ChatGPT, Codex, and API into one team

OpenAI is reorganizing its structure to consolidate ChatGPT, Codex, and its developer-facing API into a single core product team. Co-founder Greg Brockman will lead the company’s product strategy as part of this effort to unify its offerings for both consumer and enterprise markets.

Apple approves Replit update after 4-month dispute over vibe coding apps

Replit has resolved a four-month dispute with Apple, enabling the release of its first major iPhone app update since March. The new update introduces Agent 4 technology, support for parallel agents, and improved team collaboration features.

AI video startup Runway hits $5.3B valuation after $40M Q2 ARR growth

AI video-generation startup Runway, now valued at $5.3 billion, is focusing on developing “world models” by training AI on observational video data rather than just language. The company recently reported adding $40 million in annual recurring revenue during the second quarter.

McConaughey trademarks clips to fight unauthorized AI use of his likeness

Matthew McConaughey has secured trademarks for specific audio and video clips of his persona to combat the unauthorized use of his likeness by generative AI. This legal strategy aims to establish clear ownership and ensure that any use of his voice or image requires his explicit consent.

Nvidia’s China future uncertain; Trump says China avoids chips to develop its own

Nvidia’s future in China remains uncertain following the Trump-Xi summit, as Beijing continues to encourage domestic firms to adopt homegrown alternatives like Huawei. While the U.S. has approved the sale of certain advanced AI chips, President Trump noted that China has opted not to purchase them in an effort to achieve technological self-sufficiency.

HSG (ex-Sequoia China) launches $3B fund via ByteDance stake, offering entry into $370B firm.

HSG, formerly Sequoia Capital China, has closed a $3 billion continuation fund anchored by its stake in ByteDance Ltd. The fund, which includes participation from Lunate and Singapore state funds, provides an exit for certain US investors from the ByteDance asset.

Bill Ackman’s fund takes new Microsoft stake after price drop, seeing undervaluation

Pershing Square has established a new stake in Microsoft Corp., capitalizing on a recent decline in the company’s share price. Bill Ackman highlighted the immense value of Microsoft’s Azure cloud service and 365 suite, suggesting that investors have underestimated the company’s resilience.

Amazon CEO Andy Jassy cuts staff and projects to focus on AI, pleasing Wall Street (Bloomberg)

Amazon CEO Andy Jassy is pivoting the company toward an AI-centric era through massive investments in data centers, custom microchips, and robotics. This strategy involves multi-billion dollar commitments to firms like Anthropic and OpenAI as part of a broader $200 billion annual spending plan for critical infrastructure.

Alphabet’s $3.6B debut yen bond sale, largest for non-Japanese firms, as AI spending accelerates

Alphabet Inc. has completed a ¥576.5 billion ($3.6 billion) yen-denominated bond sale, the largest ever by a non-Japanese company. The proceeds are intended to fund the company’s accelerating capital expenditures for data centers and AI infrastructure.

⚙️ Hardware & Infrastructure

ZTE at GSMA M360 LATAM 2026: Driving business restructuring via AI & network integration

At GSMA M360 LATAM 2026, ZTE demonstrated how the integration of AI and networks can drive business model restructuring for regional telecommunications providers. These AI-integrated networks are designed to reduce costs and boost 5G efficiency, allowing telcos to expand their services beyond basic connectivity.

AWS racks M3 Ultra Macs that boast specs you can’t currently buy

AWS has reportedly acquired Mac Studio machines featuring M3 Ultra chips. These devices boast hardware specifications that are not yet available for retail purchase.

I designed a nibble-oriented CPU in Verilog to build a scientific calculator

This project features a scientific calculator implemented on an FPGA using a custom-designed, nibble-oriented soft CPU and microcode firmware. The implementation includes a comprehensive suite of tools for Verilog simulation, debugging, and hardware verification.

UFerris a Versatile Learner Board for Rust Embedded Beginners

uFerris is an open-source reference platform designed to simplify embedded Rust development by supporting various MCUs through a Seeed XIAO header. The board features a wide range of integrated peripherals and serves as the primary hardware companion for the “Simplified Embedded Rust” series.

Community building at the edge of the Internet

The Nostr protocol enables the creation of decentralized community hubs that provide private, moderated spaces for communication and file sharing without requiring personal data. By leveraging tools like the Pyramid relay and Jumble PWA, these hubs allow users to maintain full control over their cryptographic identities in portable, low-cost environments.

Iceotope raises $26M Series B for data center liquid cooling, co-led by Two Seas and Barclays

UK-based Iceotope Technologies Ltd. has raised $26 million in a Series B funding round co-led by Two Seas Capital and Barclays Climate Ventures. The startup plans to use the capital to advance its liquid cooling technology, which is designed to meet the increasing thermal and density demands of AI and edge computing workloads.

🌍 Science & Society

NASA’s Psyche mission set for a brief encounter with Mars

This news digest covers recent developments in technology and security, including hardware supply chain challenges and the impact of LLMs on API attacks. It also highlights updates regarding Microsoft’s stability initiatives, Anthropic’s warnings on AI competition, and NASA’s upcoming Psyche mission encounter with Mars.

We don’t know why Malawi is poor

Malawi’s GDP per capita has declined for three consecutive years, leaving the nation significantly poorer than its regional neighbors. Despite receiving high levels of foreign aid and maintaining political stability, the country lacks the typical drivers of poverty found in other nations, such as war, ethnic conflict, or extreme corruption.

Project Gutenberg – keeps getting better

Project Gutenberg offers over 75,000 free eBooks, primarily focusing on older works with expired U.S. copyrights. The volunteer-driven platform allows users to read or download content through web browsers or eBook readers without fees or registration.

Check Your Fucking Sources, People

The author critiques the increasing prevalence of AI-generated misinformation and “hallucinations” in online content. By examining exaggerated reports about Swedish crows and fabricated statistics in a coding study, the article illustrates how AI can present false data as convincing fact.

ASCII by Jason Scott

Jason Scott’s article, “ASCII,” explores the significance of the ASCII character encoding standard. The piece is accessible through an archived web link.

High dimensional geometry is transforming the MRI industry (2017) [pdf]

The application of high-dimensional geometry is driving significant advancements within the MRI industry. These mathematical developments are transforming medical imaging by enhancing the precision and efficiency of MRI technology.

Cursing the government does not fix potholes. Spray-painting them does

To combat municipal neglect, individuals are spray-painting potholes in bright colors to force authorities to acknowledge and repair damaged roads. This “ARTivism” tactic aims to overcome civic apathy by demonstrating that small, visible actions can effectively prompt institutional change.

Geography is four-dimensional

The author argues that geography is inherently four-dimensional, as a location’s identity is inseparable from its temporal context. Through various personal examples, the text illustrates that truly understanding a place requires knowing the specific era in which it is being described.

Solar-based sleep patterns compared to modern norms

Historically, Mediterranean agrarian societies utilized polyphasic sleep patterns, such as summer siestas, to align with natural solar and seasonal rhythms. In contrast, the modern continuous eight-hour sleep schedule is a product of artificial lighting and rigid work structures that disconnect human activity from these natural cycles.

Details of the Daring Airdrop at Tristan Da Cunha

The UK Government conducted an RAF airdrop on May 9, 2026, to address a hantavirus outbreak and critical medical shortages on Tristan da Cunha. Using an A400M transport aircraft, British Army paratroopers and essential medical supplies were parachuted onto the remote island to support the local hospital.

What are you doing this weekend?

Readers are encouraged to share their upcoming weekend plans and seek help or feedback for any activities. The post also highlights that it is perfectly acceptable to choose to do nothing at all.