Nvidia is scaling its Taiwan supply chain, with spending potentially reaching $150 billion and staff set to quadruple. ByteDance is also eyeing a massive $70 billion AI expansion. In finance, Robinhood is launching autonomous AI trading features, while TSMC announced a 30% boost in employee profit-sharing. Meanwhile, YouTube is increasing the visibility of AI-generated content labels.
🤖 AI & Machine Learning
YouTube to boost AI label visibility and auto-apply them to photorealistic content.
YouTube is increasing the visibility of its AI-generated content labels by moving them from the video description to more prominent positions below the player and as overlays on Shorts. Additionally, the platform will now automatically apply these labels if its internal systems detect significant, undisclosed photorealistic AI use.
Robinhood launches feature for AI agents to trade stocks autonomously.
Robinhood is launching a new feature that allows users to link AI agents, such as Claude or Cursor, to dedicated investment and credit card accounts. This advancement enables AI tools to move beyond providing financial advice to autonomously executing stock trades and shopping purchases on behalf of users.
Zuckerberg-funded Biohub releases “world model of protein biology” for design and discovery
The Zuckerberg and Chan-funded institute Biohub has released a “world model of protein biology” aimed at accelerating disease research and drug discovery. The release includes protein-structure prediction models and the ESM Atlas, a massive map of billions of proteins, to enable scientists to computationally design and test proteins before moving into the lab.
- Zuckerberg-funded Biohub releases “world model of protein biology” for design and discovery — axios.com
Claude Code as a Daily Driver: Claude.md, Skills, Subagents, Plugins, and MCPs
This guide details how to utilize Claude Code as an autonomous agent through techniques such as self-verification, planning-driven development, and effective delegation. It also explains how to leverage the hierarchical configuration system within the .claude directory for customized global and project-specific instructions.
- Claude Code as a Daily Driver: Claude.md, Skills, Subagents, Plugins, and MCPs — arps18.github.io
Agent Memory: An Anatomy
Agent memory libraries rely on three primary components: extractors that condense events into facts, stores that manage data, and retrievers that query information. However, the author argues that current engineering often lacks the depth to match cognitive science terminology, particularly regarding challenges like data contradictions and the loss of temporal context.
- Agent Memory: An Anatomy — brgsk.xyz
Explainer: Edge AI
This news digest covers various developments in IT and cybersecurity, focusing on the impact of AI on security attacks and software development lifecycles. It also examines hardware supply chain challenges, the emergence of 6G technology, and the infrastructure requirements for implementing Edge AI.
- Explainer: Edge AI — theregister.com
Anthropic co-founder hallucinates ghost in the machine after hearing the Pope speak about AI
An Anthropic co-founder shared reflections on the unnatural nature of AI after hearing a speech by the Pope. This news digest also covers developments in AI security, hardware supply chain challenges, and the evolution of 6G networking.
- Anthropic co-founder hallucinates ghost in the machine after hearing the Pope speak about AI — theregister.com
đź’» Software & Development
space-tree: Workspace Management Trees in Emacs
space-tree is a new tree-based workspace manager for Emacs that introduces arbitrary-depth nesting to replace traditional flat workspace structures. Built using Elisp and Emacs’s window-state primitives, the tool utilizes hierarchical organization to reduce cognitive load.
- space-tree: Workspace Management Trees in Emacs — chiply.dev
5 PostgreSQL locking behaviors that trip people up
This article explores counterintuitive PostgreSQL locking behaviors that can lead to unexpected query delays or service outages. It specifically details how queued ACCESS EXCLUSIVE locks can block subsequent queries in a chain and how foreign key constraints can cause implicit deadlocks during INSERT operations.
Converting shallow Git bundles into normal repositories
This article details a procedure for converting shallow Git bundles into normal shallow repositories. The process involves initializing a bare repository, extracting and indexing the packfile, updating references, and manually creating a shallow file to denote the shallow commit.
- Converting shallow Git bundles into normal repositories — runxiyu.org
May I recommend thinking of Emacs as your Fortress of Solitude
The author suggests using Emacs as a customizable, centralized workspace for managing daily schedules, task tracking, and professional responsibilities. By leveraging integrated features like the agenda and time tracking, the editor serves as a focused environment for both technical and managerial productivity.
- May I recommend thinking of Emacs as your Fortress of Solitude — martinsos.com
Keyboard latency probe
A developer is seeking community assistance to gather data for a study on keyboard latency and behavior. The 3.5-minute web-based test measures response times and tap durations across various keyboard setups and connection methods. Findings will be shared with the community once enough data has been collected.
- Keyboard latency probe — xkqr.org
Rethinking the GNOME clipboard issues
Strata is a new clipboard manager designed to eliminate the desktop stuttering common in existing GNOME Shell extensions. The tool utilizes a two-component architecture that offloads intensive tasks, such as image decoding and database management, to a separate Rust-based daemon via D-Bus.
- Rethinking the GNOME clipboard issues — edu4rdshl.dev
What are some of your favourite developer tools?
Due to their highly opinionated nature, developers find it difficult to identify a single favorite tool. This diversity of preference makes it challenging to pinpoint a universal favorite.
Incident with Pull Requests, Issues, Git Operations and API Requests
An incident is affecting GitHub services, including Pull Requests, Issues, Git operations, and API requests. Users can subscribe to receive updates regarding the status of the incident via email or text message.
- Incident with Pull Requests, Issues, Git Operations and API Requests — githubstatus.com
Go: Support for Generic Methods
A new proposal suggests allowing Go’s concrete methods to declare their own type parameters, independent of interface methods. This change aims to provide the organizational and syntactic benefits of methods while avoiding the implementation complexities associated with generic interface methods.
- Go: Support for Generic Methods — github.com
Unicode 18.0.0 Beta
The Unicode 18.0.0 beta release adds 13,047 new characters to the standard, bringing the total repertoire to 172,848. The update introduces four new scripts—Chisoi, Proto-Cuneiform (numerals), Jurchen, and Seal—and includes synchronized updates to several Unicode Technical Standards.
- Unicode 18.0.0 Beta — unicode.org
GoPeek – open links in live mini browser windows without new tabs
GoPeek is a browser extension that allows users to open links in interactive mini windows or sidebars instead of new tabs to maintain workflow context. The tool features side-by-side page comparison and floating bubbles, making it particularly useful for researchers and developers. It is currently available for testing through a manual developer beta installation.
- GoPeek – open links in live mini browser windows without new tabs — guptalog.substack.com
Posthorn, self-hosted mail without the mail server
Posthorn is a new open-source, self-hosted email gateway designed to act as a bridge between self-hosted applications and transactional email providers. Available as a Go binary or Docker container, it helps bypass blocked SMTP ports on VPS services and includes built-in anti-spam features for handling HTML form submissions.
- Posthorn, self-hosted mail without the mail server — github.com
TSDuck: Open-source toolkit for MPEG-TS analysis and manipulation
TSDuck is a free, open-source C++ framework designed for testing, monitoring, and manipulating MPEG transport streams in digital television and video streaming systems. It features a modular architecture that provides command-line tools and plugins supporting various protocols, hardware integrations, and developer bindings for C++, Java, and Python.
The Best Engineers Write Less Code
Software development costs remain high due to the ongoing maintenance and complexity of code, regardless of the use of AI. To maximize value, engineers should prioritize stakeholder alignment and avoid building unnecessary features that increase technical liability.
- The Best Engineers Write Less Code — shvetsm.github.io
GitHub Actions outage told devs ‘your account is suspended’
During a recent GitHub Actions outage, developers were erroneously notified that their accounts had been suspended. Despite these intermittent service instabilities, the platform continues to experience growth.
- GitHub Actions outage told devs ‘your account is suspended’ — theregister.com
🔌 Hardware & Infrastructure
Nvidia’s Taiwan supply chain spend hits $100B-$150B; staff to grow to 4,000 (Nikkei Asia)
Nvidia is increasing its annual spending on Taiwan supply chain partners to between $100 billion and $150 billion. CEO Jensen Huang also announced plans to quadruple the company’s local headcount from 1,000 to 4,000 employees.
- Nvidia’s Taiwan supply chain spend hits $100B-$150B; staff to grow to 4,000 (Nikkei Asia) — asia.nikkei.com
Xreal launches X by Xreal sub-brand and $299 a01 micro OLED glasses, arriving in US this July
Xreal has announced a new sub-brand, X by Xreal, featuring the $299 a01 display glasses. These lightweight 62g glasses offer micro OLED displays with 1,600-nit brightness and are scheduled for a US release in July.
- Xreal launches X by Xreal sub-brand and $299 a01 micro OLED glasses, arriving in US this July — cnet.com
Nvidia Vera CPU Benchmarks: Olympus Cores Delivering Great Performance
NVIDIA’s upcoming Vera data center CPU features in-house Olympus cores designed to deliver high performance for agentic AI workloads, rivaling traditional x86 processors. The 88-core ARM-based CPU includes advanced features such as PCIe Gen 6 and LPDDR5X memory, with shipping expected in the second half of the year.
Power bills more than 250 per cent higher near data centres
Electricity costs in U.S. neighborhoods near data centers have risen by as much as 267% since 2020, driven by the rapid expansion of AI infrastructure. This surge is creating significant investment opportunities within the nuclear, renewable, and natural gas energy sectors.
- Power bills more than 250 per cent higher near data centres — theglobeandmail.com
6G: The next gen of wireless tech nobody’s ready to pay for
Standards for 6G wireless technology are expected to be released in 2028. However, telecommunications companies are facing significant uncertainty regarding the return on investment for 5G networks.
- 6G: The next gen of wireless tech nobody’s ready to pay for — theregister.com
AWS whips out Graviton-powered Redshift instances, claims 7x speed for data warehouse
AWS has introduced Graviton-powered Redshift instances, claiming up to seven times the speed for data warehousing operations. The update is designed to handle the significantly higher query volumes generated by AI agents interacting with databases through natural language.
- AWS whips out Graviton-powered Redshift instances, claims 7x speed for data warehouse — theregister.com
Cisco making SONiC available to all customers – not just hyperscalers
Cisco is expanding the availability of its hardened version of the open-source SONiC network operating system to all customers, rather than limiting it to hyperscalers. This release will bring the software to Cisco Nexus 9000 series switches.
- Cisco making SONiC available to all customers – not just hyperscalers — theregister.com
Alibaba gets Android 16 running on RISC-V
Alibaba has successfully running Android 16 on the RISC-V architecture. This development marks a significant step in strengthening Beijing’s ambitions to build a sovereign technology stack.
- Alibaba gets Android 16 running on RISC-V — theregister.com
🛡️ Security & Privacy
Taiwan detains trio suspected of smuggling Nvidia chips to China via Japan
Taiwan prosecutors have detained three individuals suspected of smuggling Nvidia AI chips to China by falsifying export documents for Super Micro Computer Inc. servers and routing shipments through Japan. This marks Taiwan’s first public crackdown on the diversion of advanced AI technology following U.S. export restrictions.
CVE-2026-48710 Starlette Host-Header Auth Bypass
Starlette versions prior to 1.0.1 are vulnerable to an authentication bypass that allows attackers to manipulate the Host header to forge the request.url.path. This flaw impacts numerous FastAPI-based applications, including AI frameworks like vLLM and LiteLLM, by enabling unauthorized access to protected endpoints through path-based security middleware.
- CVE-2026-48710 Starlette Host-Header Auth Bypass — badhost.org
Microsoft Secure Boot certificate update will require restarting PC “multiple times”
Microsoft warns that updating Secure Boot certificates on devices manufactured before 2023 may require multiple PC restarts to properly apply new firmware data. Users are urged to complete the update before June 2026 to avoid permanent security degradation and the loss of critical security updates.
- Microsoft Secure Boot certificate update will require restarting PC “multiple times” — cybernews.com
Apple and Google warn Canada bill could force secret backdoors into encrypted devices
Apple and Google have testified before the Canadian parliament to advocate for the addition of judicial oversight to a proposed online safety bill. The tech giants warn that the current legislation could enable secret government orders to break encryption or create backdoors in devices without public notification.
- Apple and Google warn Canada bill could force secret backdoors into encrypted devices — cybernews.com
Leaked Documents Reveal Russian ‘Cognitive Strikes’ Against the West
Leaked documents reveal that the 2025 Islamophobic attack on Paris mosques was a coordinated operation by the Russian-linked Social Design Agency intended to incite unrest. The files also expose broader pro-Kremlin “cognitive strikes” across Europe and Armenia designed to undermine Western influence and promote Russian interests.
Stripe is friendly to “friendly fraud”
An online merchant has reported experiencing “friendly fraud” after a customer intentionally filed false chargebacks for successfully delivered products. Despite providing evidence of the abuse, Stripe stated that it does not use such information to create cross-merchant fraud signals, leaving other merchants vulnerable to the same bad actors.
- Stripe is friendly to “friendly fraud” — gingerlime.com
InPost locker caught shipping unactivated Windows
This technology news digest covers various industry developments, including hardware supply chain disruptions and the security implications of AI-driven attacks. It also highlights updates on 6G technology, cloud-native infrastructure, and recent GitHub service outages.
- InPost locker caught shipping unactivated Windows — theregister.com
📊 Business & Economy
Memory maker CXMT clears Shanghai STAR Board review, potentially China’s top 2026 IPO
ChangXin Memory Technologies (CXMT) has cleared a listing review for the Shanghai Stock Exchange’s STAR Board for an approximately $4 billion share offering. This highly anticipated move follows recent technological breakthroughs by the leading memory maker.
TSMC CEO promises 30%+ boost in 2026 profit-sharing payouts
TSMC CEO C.C. Wei announced that Taiwan-based employees will see an average increase of more than 30% in their profit-sharing payouts this year. This incentive boost follows surging company profits driven by the growing demand for AI infrastructure.
- TSMC CEO promises 30%+ boost in 2026 profit-sharing payouts — bloomberg.com
Temu owner PDD Q1 revenue $15.7B and profit $1.85B miss estimates amid China competition
PDD Holdings, the owner of Temu, reported a 15% year-over-year decline in first-quarter net profit to approximately $1.85 billion, missing analyst estimates. While revenue grew 11% to roughly $15.7 billion, the company faces challenges from intense domestic competition and increased regulatory pressure in China.
- Temu owner PDD Q1 revenue $15.7B and profit $1.85B miss estimates amid China competition — wsj.com
ByteDance weighs $70B 2026 capex for AI infrastructure, backed by $50B 2025 profit
ByteDance is considering increasing its capital expenditure to as much as $70 billion to expand its AI infrastructure and data centers. The company aims to fund much of this investment through its projected $50 billion profit in 2025 to compete with major US players.
- ByteDance weighs $70B 2026 capex for AI infrastructure, backed by $50B 2025 profit — bloomberg.com
WeRoad raises $58M Series C led by Airbnb for US expansion, starting in Austin
Milan-based social travel startup WeRoad has raised $58 million in a Series C funding round led by Airbnb. The investment, which brings the company’s total funding to approximately $100 million, will support its expansion into the United States, beginning in Austin.
Private Equity Bought America’s Essential Services
The article argues that the private equity business model, characterized by aggressive cost-cutting and debt loading, poses a significant risk to the safety of essential public services. Using a fatal fire truck malfunction in Chicago as a case study, the author illustrates how prioritizing profit extraction over infrastructure maintenance can lead to catastrophic consequences.
- Private Equity Bought America’s Essential Services — rubbishtalk.com
The just-say-no engineer was a ZIRP phenomenon
The “just-say-no” engineer, characterized by a focus on code quality and resistance to unnecessary complexity, flourished during the era of zero interest rate policy (ZIRP) when companies prioritized rapid expansion. However, the shift toward prioritizing profitability and the rise of AI-generated code are now pressuring these engineers to accept more frequent changes and lower their standards.
- The just-say-no engineer was a ZIRP phenomenon — seangoedecke.com
🔬 Science & Culture
Dutch civil servants urge the government to leave X
Senior Dutch civil servants have recommended that government ministries stop using X, citing concerns regarding disinformation, hate speech, and societal polarization. While many officials currently remain on the platform to avoid withdrawing from public debate, a final decision on the recommendation is expected after the summer.
- Dutch civil servants urge the government to leave X — cybernews.com
All of human cooking compressed into 2 megabytes
Researchers have introduced Epicure, a new family of ingredient embeddings trained on a multilingual corpus of over 4.14 million recipes. Using Metapath2Vec variants, the models navigate the spectrum between ingredient co-occurrence in recipes and their underlying chemical compound data.
- All of human cooking compressed into 2 megabytes — arxiv.org
Scientists say they’ve reversed brain aging in mice with a nasal spray
Researchers at Texas A&M University have developed a nasal spray that uses extracellular vesicles to reduce brain inflammation and restore cognitive function in mice. This treatment shows potential as a new pathway for developing therapies to combat age-related conditions such as dementia and Alzheimer’s disease.
- Scientists say they’ve reversed brain aging in mice with a nasal spray — sciencedaily.com
Sonny Rollins, jazz saxophonist, has died
Jazz legend Sonny Rollins, famously known as the “Saxophone Colossus,” has died at the age of 95 in Woodstock, NY. A pioneer of the hard bop genre, he was renowned for his revolutionary improvisational skills and collaborations with icons such as Miles Davis.
- Sonny Rollins, jazz saxophonist, has died — rollingstone.com
How to guarantee a speaker gig: Hack the system. Literally
This news digest explores recent advancements in AI security and software development, including the impact of LLM-driven attacks and AI agents. It also covers critical industry updates regarding hardware supply chain disruptions and the emergence of 6G technology.
- How to guarantee a speaker gig: Hack the system. Literally — theregister.com
Microsoft Excel esports champ proves he still has the formula
Diarmuid Early dominated the Amsterdam qualifier for Microsoft Excel esports, securing his advancement in the competition. He now prepares to compete in the upcoming finals in Las Vegas.
- Microsoft Excel esports champ proves he still has the formula — theregister.com
NASA to pull an IKEA by dropping tons of plastic, metal, and glass on the Moon
NASA plans to drop tons of plastic, metal, and glass onto the Moon. This initiative is designed to allow astronauts to self-assemble a lunar base.
- NASA to pull an IKEA by dropping tons of plastic, metal, and glass on the Moon — theregister.com