Alvaro Lopez Ortega / 2026-08-17 Briefing

Created Mon, 17 Aug 2026 19:16:42 +0000 Modified Mon, 17 Aug 2026 19:18:51 +0000
9570 Words

An AI agent found a Snowflake bug and another exploited it in a bug bounty. GitHub had an outage with 50% of repo downloads failing, hitting Copilot. Mozilla added ad-blocking to Firefox for iOS. A cybercriminal is selling millions of records allegedly stolen from Azure customers, including McDonald’s and Vodafone. The UK gave Capita a pandemic role despite pension failures. Gartner says agentic AI costs could quintuple by 2028.

🤖 AI & Agents

An AI broke Snowflake’s code. Then another AI agent exploited it

An AI agent discovered a vulnerability in Snowflake’s code, and a second AI agent successfully exploited it. The incident was part of a bug bounty program, so no malicious intent or real-world harm occurred.

Agentic AI costs set to balloon fivefold by 2028

Gartner warns that agentic AI costs are expected to balloon fivefold by 2028, as complex workflows consume far more tokens despite cheaper token prices. The cost increase will be driven by the sheer volume of tokens required, not the per-token price.

Excel’s Copilot function is headed for the Recycle Bin

Microsoft is discontinuing the inline Copilot feature in Excel, deciding that the side pane interface is sufficient for users. The company is removing the function, effectively sending it to the Recycle Bin in favor of a simpler assistant approach.

Be a hater all you want, AI’s here to stay

AI is here to stay, despite criticism. However, the dominance of tech giants over AI may soon end, offering a positive shift in control.

Chinese AI company Zhipu claims its new model is a better bug-finder than Anthropic, OpenAI

Chinese AI company Zhipu claims its new model outperforms Anthropic and OpenAI as a bug-finder. The digest also reports data breaches at HCL and TCS, South Korea fining Apple and Google, and India banning some rideshare tips.

Amazon, which started off selling books, is destroying rare texts to train AI

Amazon has been purchasing rare, out-of-print books, removing their spines, and scanning them for AI training data, according to a 404 Media investigation that tracked a book to an Amazon facility in Las Vegas. Amazon confirmed it buys books commercially to improve its products and services. The pre-2022 human-written texts are especially valuable because training on AI-generated content can cause “model collapse,” degrading output quality.

Qwen3.8 27B scores 52 on Artificial Analysis

Qwen3.8 27B is an open-weights reasoning model from Alibaba that accepts text and image inputs, outputs text, and features a 256k token context window. It scores 52 on the Artificial Analysis Intelligence Index, well above the median of 9 for similar-size open-weight models. Its pricing is $0.00 per 1 million input and output tokens.

Speko (YC S26) – OpenRouter for Voice AI

Speko is a platform that automatically benchmarks and routes voice AI calls to the optimal combination of speech-to-text, LLM, and text-to-speech models based on user criteria like accuracy, latency, and cost. It offers a hosted router with public benchmark data, plus an open-source gateway for teams that prefer to keep their keys and audio path local. The company charges only for the hosted router and managed keys, while the gateway and BYOK setup remain free.

Anthropic’s War on open source AI

Over 2,300 mathematicians, including Fields Medal winners, have signed the Leiden Declaration warning that current AI tools have real limitations in complex work and that commercial incentives are overstating their capabilities. The declaration identifies five risks, including unreliable outputs, attribution collapse, and distorted incentives, arguing that AI generates narrative rather than truth. Its core message is that human verification and accountability remain essential in all high-stakes fields.

Qwen3.8 27B at 256K: 50 TPS on a 24 GB GPU

A custom llama.cpp build running Qwen3.8 27B on a 24 GB GPU achieved roughly 50 tokens/s with full 256K context and speculative decoding. Adding extra precision to the MTP drafter cut throughput from 50.44 to 37.02 tokens/s, showing the best local inference setup comes from the overall fit of quant, drafter, CUDA kernels, memory layout, and workload. The build beat clean master by 21.97% in runtime and was 2.81x faster than target-only greedy decoding.

Without a Theory of Intelligence

The article argues that AI, like past scientific tools such as microscopes and telescopes, will enable major advances by allowing us to study and understand the human mind. It notes that we currently lack a theory of intelligence, but using AI as a “cyclotron” to examine cognition could finally provide one.

We Tracked a Shipment of Rare Books. It Ended at an Amazon AI Training Facility

A 404 Media investigation tracked a rare book fitted with a hidden tracking device to confirm that Amazon is buying large quantities of books, scanning them for AI training data, and then destroying them. The operation had not been previously reported.

1667, a terminal UI for writing fiction with language models

1667 is a full-screen terminal app for long-form fiction writing with language models, organizing story parts as branching takes in a tree and exporting the selected path to Markdown. It supports OpenAI-compatible, Anthropic, and local endpoints, and imports Markdown, SillyTavern, and NovelAI content. The pre-1.0 release runs on macOS, Linux, and Windows x64, with no tracking, cloud sync, or accounts planned.

Sokoban AI Solver

A JavaScript port of a C++ optimal Sokoban solver uses move-optimal A* with macro-pushes, compact bitmask states, and deadlock pruning to provably find minimum-move solutions. Boards 1–14 are solved live in milliseconds, while board 15’s optimal 184-move solution was precomputed offline because its search explores ~49 million states and requires over 1 GB.

GPT 5.6 Sol is the best “vision” model OpenAI ever released

OpenAI’s GPT-5.6 lineup, especially the Sol model, shows major vision improvements, with Sol reaching 46.2 mAP@50 on object detection versus GPT-5.5’s 13.8. However, Sol can become unstable on images around 2,000×2,000 pixels or larger, and all models still struggle with dense or ambiguous counting tasks such as blister packs.

Anthropic becomes the ‘Apple of AI’: Most revenue despite being most expensive

Anthropic remained the top LLM provider by revenue in July 2026, capturing 65.1% of spend through Vercel’s AI Gateway despite charging token prices 4.4 times the industry average. Its success is attributed to strong demand for Claude models and anticipation of Mythos 5. Meanwhile, DeepSeek surpassed Google to become second by token volume.

Pi coding agent: config folder is out of place on Linux

A user requests that the Linux version of the “pi” coding agent follow the XDG Base Directory Spec instead of placing its config folder directly in the user’s $HOME. They propose checking PI_CONFIG_DIR first, then XDG_CONFIG_HOME, falling back to OS-specific defaults such as $HOME/.config on Linux, ultimately producing <prefix>/pi as the config directory path.

Starting a Decompilation Project from Zero: Claude Code and 51% of a 2001 GBA Game

A developer used Claude Code to launch a matching decompilation project for the 2001 GBA game Klonoa: Empire of Dreams, converting assembly into byte-identical C code. The project has reached 51% of the game’s code bytes decompiled, and the AI agent autonomously discovered an easter egg hidden for 25 years. The setup emphasizes automated, AI-friendly tooling for reproducible decompilation.

Qwen 3.8 27B is excellent, but it defaults to wildly overthinking things

Qwen 3.8 27B is a capable vision-capable LLM that ships with a default “extra high” reasoning effort, causing it to overthink simple prompts and use excessive tokens/time. Running the same prompt with reasoning off reduced generation time from 21 minutes to 137 seconds. Users should adjust the reasoning effort to balance quality and speed.

AI film startups in Hollywood use US/Chinese models to cut costs and bypass traditional financing

AI film startups are setting up studios in Hollywood, using US and Chinese AI models to reduce production costs and bypass traditional studio financing. While the trend raises fears about job displacement, some filmmakers argue AI enables creative risks and helps produce mid-budget films, with Netflix already using the technology in hundreds of titles.

Qwen 3.8 27B: 17GB open-weight model shows long context, tool calling, vision, code gen

Qwen 3.8 27B is an Apache 2-licensed, vision-capable open-weight model from Alibaba, with a 17GB quantized build that offers strong performance in code generation and tool use. However, it defaults to an “extra high” reasoning effort, causing it to overthink simple tasks and consume massive token budgets; increasing the context limit and turning off reasoning yields more practical results.

Anthropic’s text watermark may degrade Claude’s writing despite claim of no impact

Anthropic will watermark AI-generated text by subtly altering word or token choices during generation, embedding a detectable fingerprint rather than using invisible characters. The author criticizes Anthropic’s earlier vague and misleading claims that the technique would not affect text quality, and recommends James Padolsey’s interactive essay for a clearer explanation.

🛠️ Software & Development

Windows 11 movable taskbar edges closer to general release

Windows 11’s movable taskbar is nearing general release, as a new preview also introduces compact icon modes and adjustable Start menu sizing. The update further signals the end of WMIC, pushing it toward removal.

Code fixers have fired up the AI warp drive. Strange new worlds await

The digest covers recent developments in AI, security, and open source, including Anthropic’s text watermarking, DeepSeek’s plugin-based AI harness, and warnings about autonomous AI attacks. It also reports on patch failures for SharePoint, Russian phishing scams, DEF CON’s critical infrastructure hardening, Acronis’s acquisition, and multiple FOSS updates like Mojo 1.0 and Debian releases.

Linux 7.2 debuts, Linus Torvalds says ‘new normal’ means he had to do it now … or never?

Linux 7.2 has been released, featuring smarter cache usage for performance gains and an unusual gaming controller. The update also removes some PCMCIA support, while Linus Torvalds notes the release timing reflects a “new normal” where changes must be made now or potentially never.

Microsoft blames AI for delayed Exchange update, can’t say when it will arrive

Microsoft attributes delays in its Exchange subscription service to a backlog of AI-generated bugs, making it difficult to schedule the update. The company has not provided a timeline for when the update will arrive.

Llama.cpp v0.1.0

llama.cpp, a public GitHub repository by ggml-org, has 124k stars and 21.8k forks. The project released version v0.1.0, tagged on August 17. The repository includes standard GitHub features such as code, issues, pull requests, and discussions.

Cursor launches Origin, GitHub alternative

Cursor launched Origin, a code hosting service now in early beta for all paid plans, offering repos, pull requests, code browsing, and GitHub sync. Synced GitHub repos keep GitHub as the source of truth with two-way PR updates, while agent-native features and integrations with tools like Vercel and CI services are included or forthcoming.

Saggar, a Mac terminal that keeps sessions and your attention organized

Saggar is a Mac terminal that helps users manage sessions and focus. Its creator built it after their terminal felt more like a tab-management problem than a tool. The post introduces Saggar to the Hacker News community.

XCancel – An Unofficial Twitter/X Mirror

XCancel is an instance of Nitter, a free, open-source Twitter front-end focused on privacy and performance. It allows users to browse Twitter without JavaScript or tracking, loads pages significantly faster and lighter than the original site, and a future account system will enable following users without a Twitter account.

Learn Flags Quiz

A flag-learning website offers quizzes for all 197 countries with ten play modes, six quiz types, and three difficulty levels. Wrong answers are deliberately chosen to be easily confused pairs, and progress is tracked locally in the browser, with missed flags linking to detailed explanatory pages.

How to ship a database every day

turbopuffer deploys dozens of database upgrades daily across 100+ clusters spanning public SaaS, single-tenant SaaS, and BYOC models, with BYOC clusters requiring no vendor credentials. To manage these clusters without direct access, they run a Kubernetes CRD-based local agent that drives operations via a self-contained state machine, allowing clusters to continue work even when disconnected from the central control plane. They avoid infrastructure-as-code tools like Terraform because they have no dedicated DevOps team.

A Preview of DuckDB v2.0

DuckDB v2.0, named “Cyanoptera,” is a major fall release focused on making DuckDB a server, with the Quack extension and new CONNECT statement for remote querying. It also introduces the VARIANT type, triggers, asynchronous I/O, a new SQL parser, a new storage format, a reworked C API, and selected breaking changes. The release marks the start of “the year of DuckDB as a server.”

GIMP Development Update

GIMP 3.3.2 will introduce a new zipped XML project file format to replace the aging XCF, improving save times and enabling future auto-save, while maintaining backwards compatibility with existing XCF files. It also adds spectral blending to the MyPaint brush engine, expands non-destructive editing to layer masks and gradients, and includes major PSD support improvements.

AGI-64 Brings Sierra Adventures to the Commodore 64

AGI-64, a new AGI interpreter for the Commodore 64, is announced with Space Quest 1 already fully playable and support for most classic Sierra AGI games planned. The free download will convert users’ own game files into a CRT format and features custom technology for fast loading and smooth performance on the 1 MHz machine.

Prolly: A content-addressed ordered map built on prolly trees

prolly-map is a Rust crate implementing content-addressed prolly trees: immutable, ordered key-value maps with deterministic SHA-256 node hashes and content-defined chunking for structural sharing, efficient diff/merge, and bulk loading. It features an async-first engine with pluggable stores (memory, SQLite, RocksDB) and supports range iteration, batch mutations, three-way merge, snapshots, and secondary indexes via a VersionedMap facade.

Rhombus 1.1 is now available

Rhombus 1.1 has been released, introducing new annotation definition forms (annot/annot.def), an as binding form, and updates to class inheritance, space.enforest, ffi, pict, and slideshow. The release includes community contributions, and users are invited to join discussions via Racket community channels.

How Go detects struct copies with sync.noCopy

Go’s noCopy type is a marker that enables go vet’s copylocks checker to flag unsafe copies of types like sync.Mutex, sync.Once, and sync.Map. It works because the pointer type *noCopy implements sync.Locker through dummy Lock/Unlock methods, while the value type does not, and the checker recursively inspects struct fields. The marker does not affect the compiler, but it makes static-analysis warnings about copying locks possible.

GitHub has alternatives, but no replacement

Codeberg’s ban on mostly AI-generated code highlights a broader gap: few platforms replicate GitHub’s social layer of shared identities, conventions, and discovery, which makes it a community hub rather than just a Git host. Self-hosting and decentralized forges fail to attract outside contributions or enable cross-project discovery, while GitHub’s own reliability, notifications, and pull-request experience have declined, prompting projects like Ghostty to leave.

A Preview of DuckDB v2.0

DuckDB v2.0, named “Cyanoptera,” is slated for release this fall and introduces major features such as client/server mode via the Quack protocol and CONNECT statement, a VARIANT type, triggers, asynchronous I/O, a new SQL parser, a new storage format, and a reworked C API. The release emphasizes running DuckDB as a server, enabling remote query execution and SQL pushdown to databases like PostgreSQL and MySQL.

Does it make sense to switch to a Github Alternative ?

GitHub has experienced consistent downtime recently, prompting the question of whether users should switch to alternative platforms. The article asks when the majority of users might make the switch and includes a link to the author’s thoughts on GitHub’s availability problems.

Beyond WASI: Running any Rust application in the browser with BrowserPod 3.0

BrowserPod 3.0 lets developers run unmodified Rust applications in the browser by compiling Linux binaries to WebAssembly with a full syscall interface, adding filesystem, network, subprocess, and concurrency support. It also includes fixes for Node.js and initial Python support. Rust was prioritized after interest from the Yarn team, whose upcoming Rust-based Yarn 6 is showcased installing an NPM project.

Writing a Fast Compiler

The article outlines techniques for building compilers that process over 500,000 lines of code per second, focusing on designing a simple language for recursive-descent parsing, minimizing memory usage and data copying, and optimizing for common error-free code paths. It also recommends using memory regions for fast allocation and deallocation, with separate regions for AST, program objects, and code generation, plus pools for temporary scope data.

Vetted AI code is hard to justify

Using an AI coding agent for a large optimization required days of planning, a week to comprehend the generated diff, and another week to refine it, leading to burnout. The author notes that building it unassisted would have taken longer but allowed comprehension costs to be paid gradually, making the intense vetting effort hard to justify.

Thinking about tests: assertions and matchers

The article argues that test code should be written with the same care as production code—emphasizing readability, expressiveness, and efficiency—and that clear assertions are central to maintainable tests. It examines the “matcher” concept and how test framework design shapes testing practices. The author contends this approach remains especially important in the age of AI, where concise, readable tests carry even greater value.

Four levels of in-place initialization

The article proposes a four-level hierarchy for in-place initialization in Rust, ranging from low-level raw pointers and MaybeUninit to higher-level reference-based abstractions like &uninit/&own that enable compiler-checked uninitialized places. It argues that a layered approach is preferable to a single feature because it better reconciles the conflicting design requirements.

Cursor rolls out Origin code hosting beta on all paid plans with repos, PRs, GitHub sync

Cursor is rolling out Origin, its new code hosting service, in early beta on all paid plans. It offers repos, pull requests, code browsing, and GitHub sync, with agent-native features planned. Integrations with Vercel, Depot, and Buildkite are also included.

☁️ Cloud & Infrastructure

GitHub has Issues as repo downloads hit 50% error rate

GitHub is experiencing an outage that has caused a 50% error rate for repository downloads. GitHub Copilot is also affected, adding to user frustration during this latest disruption.

GitHub down in major worldwide outage, thousands of developers hit

GitHub suffered a major worldwide outage on Monday, disrupting services including Copilot, Actions, and Git Operations, with error rates reaching 20% for web/API traffic and about 50% for repository downloads. GitHub identified a problematic component and implemented corrective action, reporting “strong signs of recovery,” though some services and authentication still experienced residual degradation.

GitHub Has an Availability Problem. Is It Time to Look Elsewhere?

GitHub’s recent outages have raised doubts about its reliability, with critics arguing the platform has become bloated and less responsive since Microsoft’s acquisition. However, there is no clear alternative for users to migrate to, and a fragmented move across multiple services would weaken the sense of community that GitHub provides.

Incident with Github.com

On August 17, 2026, GitHub suffered a major incident causing degraded performance and availability across numerous services, including API Requests, Actions, Git Operations, Issues, Pages, Pull Requests, Webhooks, and Copilot, with roughly 20% error rates for web/API traffic and 50% for downloads, also impacting SAML/OIDC, SCIM, and Team Sync. After identifying the problematic component and applying corrective actions, residual sporadic authentication failures persisted, but the degradation was ultimately mitigated and services were monitored for stability.

GitHub down again? no PR access

GitHub is reportedly experiencing issues, with users unable to access pull requests. However, the GitHub status page claims all systems are operational, contradicting the actual user experience.

Incident with Github.com

GitHub users encountered an overload error message stating no server was available. Initially, the GitHub status page showed no incident, but it later confirmed an active incident.

Self hosted email continues to steeply decline

DNS measurements of the top million domains show self-hosted email servers fell from 44.6% in 2016 to 22.4% in 2026, with 38.6% of domains now receiving mail via Google Workspace or Microsoft 365. DMARC adoption is widespread (458,467 domains publish records), but only 46.9% enforce it, indicating a plateau in enforcement. A large, hard-to-classify long tail of email infrastructure also remains.

MuQSS CPU scheduler for Linux 7.2 by Con Kolivas

Anubis is a proof-of-work system designed to deter AI companies from scraping websites, imposing minimal cost for individual users but significant cost for mass scrapers. It is a temporary solution while better headless browser fingerprinting is developed, and it requires modern JavaScript, so users must disable plugins like JShelter.

Passphrase-less reboots using kexec under NixOS

The article presents a NixOS approach for rebooting encrypted servers without manual passphrase entry by using kexec, which passes a one-time LUKS passphrase through RAM to the new kernel. The passphrase is added as a temporary LUKS keyslot and removed immediately after boot, preserving disk encryption security while enabling faster, unattended reboots.

Build-time systemd schedule

The article demonstrates inspecting systemd timer schedules at build time in NixOS using nix eval, instead of relying on runtime commands like systemctl list-timers. The author extracts the timer configurations as JSON from the NixOS derivation and uses that data to generate a Mermaid diagram of scheduled jobs on their servers. This approach enables checking timer schedules before deployment, without needing to access runtime state.

Microsoft says GitHub outage affecting API, Actions, Pull Requests mitigated after 3 hours

GitHub experienced a widespread outage on August 17, causing errors across its website, API, Actions, Pull Requests, and other services, with error rates around 20% for web/API traffic and 50% for repository downloads. Microsoft later said the issue was mitigated about three hours after it was first confirmed, though the root cause remains under investigation.

60 largest planned US data centers could emit 101.5M tons CO2/yr, ~7% of US power sector emissions

A Financial Times analysis of 60 of the largest planned US data centers finds they could together emit 101.5 million tons of CO2 per year, equivalent to about 7% of US power sector emissions in 2025, or the output of 27 coal plants and 24 million cars annually. This highlights how Big Tech’s data centre boom is poised to significantly drive up carbon emissions.

🔐 Security & Privacy

Mozilla adds ad blocking to Firefox for iOS

Mozilla has introduced an experimental ad-blocking feature to Firefox for iOS. The feature blocks some, but not all, ads.

Crook hawks millions of records allegedly plundered from corporate Azure tenants

A cybercriminal is hawking millions of records allegedly stolen from corporate Azure tenants, with researchers naming McDonald’s, Vodafone, TCS, and Kyndryl among those affected. The breach is attributed to compromised credentials rather than a flaw in Microsoft’s cloud platform.

Black Hat and DEF CON are AI conferences now, too

At Black Hat and DEF CON, the dominant topic was AI agents and their growing threat to cybersecurity, overshadowing even discussions about attacks on US water infrastructure. The Register’s Kettle podcast recaps how attendees focused on rogue AI agents escaping sandboxes and the need to protect critical infrastructure from this emerging threat.

Sainsbury’s staff eject wrong shopper after facial recognition alert – again

Sainsbury’s staff mistakenly ejected a shopper for a second time after a facial recognition alert. Facewatch, the technology provider, defended the system, saying it worked correctly and the error resulted from human mishandling of the alert.

Nerd uses a 3D printer to blind Flock cameras without damaging them

A 3D printing hobbyist created the “Flock Sock,” a removable cover that blocks Flock license plate cameras without damaging them, offering a lawful alternative to vandalism. Flock’s 120,000 cameras are used by thousands of law enforcement agencies and private companies, but critics cite police misuse, privacy violations, and a 32.3% false-positive rate in LAPD audits. The cover serves as a protest tool against these concerns.

AI-Generated GitHub Copilot “Autofix” Allowed Compromise of Snowflake’s Jira

Wiz’s autonomous AI security tool, Red Agent, discovered and exploited a GitHub Actions script injection vulnerability in Snowflake’s public repository, gaining access to sensitive internal Jira data. The flaw was introduced by an AI-generated GitHub Copilot Autofix commit that swapped a secure input-handling pattern for direct string expansion in a shell command. Snowflake remediated the issue the same day after responsible disclosure, and Wiz confirmed that all accessed proof-of-concept data was securely deleted.

Apple’s App Tracking Transparency treated its own apps better than rivals

Apple will adjust its App Tracking Transparency rules for personalized advertising after Germany’s Bundeskartellamt raised competition concerns that Apple’s consent prompts treated its own offerings more favorably than third-party apps. Apple committed to align its consent requests more closely with those of third-party providers and give apps more freedom in combining requests, and the authority has declared these commitments binding.

How to disable or avoid intrusive AI

This article provides a practical guide for users who want to disable or reduce intrusive AI features across platforms like Adobe, Android, Apple, and web browsers. It offers step-by-step instructions for turning off specific tools such as Gemini, Apple Intelligence, Copilot, and browser-embedded AI, targeting those who prefer less AI in their tech environment. The guide notes that AI enthusiasts may not find it necessary.

Buyer cancels showing after Deflock shows two cameras utilized by the HOA

A buyer canceled a property showing after Deflock revealed that the homeowners association utilizes two cameras. The cancellation followed the disclosure of the HOA’s camera usage.

Gmail might partially be to blame for receiving emails from other Sean Conners

Gmail’s policy of ignoring periods in usernames can cause people to receive emails intended for others with similar addresses, as the author experienced with other Sean Conners. A Lobsters thread and Stack Exchange answer corroborate that mail sometimes leaks between accounts with and without periods, contradicting Google’s official explanation. The author notes this confusion reflects broader misunderstandings about email.

Brockman calls OpenAI-Hugging Face incident a watershed moment for AI cyber defense

The OpenAI-Hugging Face incident was a watershed moment, showing that AI can autonomously exploit security gaps and urging organizations to urgently strengthen defenses. In response, OpenAI is sharing advanced cyber capabilities with trusted defenders while using AI to find and fix vulnerabilities at scale—as demonstrated by ChatGPT Work identifying 13 security issues on Greg Brockman’s personal website in about 15 minutes.

💼 Business & Policy

Capita handed vital role in next pandemic despite civil service pension failures

The UK government has awarded Capita a key role in pandemic response despite its failures managing civil service pensions. The initial contract is worth £31 million, with provisions to scale up sharply during a major outbreak.

California is co-leading a federal trial against Meta, alongside 29 state attorneys general, over allegations that Facebook and Instagram were designed to be addictive to minors in violation of federal and state laws. The case follows a nearly $1 billion judgment against Meta in New Mexico, but experts say a loss in California could force far steeper penalties, including algorithm overhauls, with consequences described as potentially “astronomical” for the company’s ad revenue and AI spending.

Memory prices climb 500% in 12 months, up to 10x the lowest ever tracked prices

Memory prices have soared to record highs, with DDR5 RAM up roughly 500% year-over-year and 128GB kits now costing $3,399—10 times their lowest-ever tracked price. DDR4 prices have also jumped 120–180% due to spillover demand, while AI-driven global shortages have pushed European RAM prices up 345% and storage prices up over 125%.

Judge sets framework for Nine PBS to retrieve archival data

A Denver judge ruled that Nine PBS rightfully owns 50 terabytes of archival data stored with Iron Mountain and ordered the company to cooperate in its retrieval. Nine PBS must hire a third-party vendor within 30 days, pay Iron Mountain’s storage fees, and indemnify it against potential damage to other clients’ data, with both parties to report progress by Sept. 14.

Universal Health Coverage Could Save $1T and 114k Lives a Year, Yale Study

A Yale study projects that Medicare for All could save over $1 trillion and 114,000 lives annually by eliminating waste in drug prices, provider payments, administration, fraud, and emergency care, with even conservative estimates saving $663 billion. Universal coverage would avert about 62,863 deaths yearly, including nearly half among the underinsured, plus 51,311 more from reversing recent policy rollbacks. The authors caution that mortality risk was modeled and that transition costs and provider responses were not included.

Judge relying wholly on AI in order is covered by judicial immunity, court rules

A federal court ruled that a state judge is protected by judicial immunity even if she allegedly relied entirely on artificial intelligence to issue a ruling, since issuing rulings is a normal judicial function and there was no clear absence of jurisdiction. The plaintiff cannot sue the judge in federal court over the matter. Instead, any objections must be raised through state appellate remedies or disciplinary proceedings.

Stripe to Buy OpenRouter for $7B

Stripe has agreed to acquire OpenRouter, an AI startup that helps companies switch between AI models, for over $7 billion. The deal comes months after OpenRouter was valued at $1.3 billion, highlighting strong business demand for cost-effective AI solutions and bolstering Stripe’s presence in the AI sector.

David Sacks on X: Some thoughts on Dario’s post

The article contains only a browser verification notice, instructing the user to complete an automated check, update their browser, or reload the page. No news content or substantive information is provided.

Mexico crackdown on coastal development

Mexico’s environmental agency (Profepa) has launched a zero-tolerance crackdown on unauthorized coastal developments, ordering demolition of all unapproved projects and prioritizing environmental restoration over fines. It has already closed four developments in Puerto Vallarta and is focusing on Yucatán, where 23,000 hectares were devastated, while urging citizens to report violations.

Who Owns Commodore? The Retro PC Brand Still Exists, but a Lot Has Changed

Commodore went bankrupt and its assets and trademarks passed through multiple companies, including ESCOM, Gateway, and Tulip, amid legal disputes. Today, the brand is a niche boutique operation run by YouTuber Christian Simpson, who launched Commodore International in 2025 and released the FPGA-based C64 Ultimate.

People are worried about America’s solvency

Growing concerns about the United States’ solvency are the focus of the article, which highlights worries over the sustainability of America’s fiscal position. The piece examines these anxieties about the country’s long-term financial health.

The Marxist Case for the Technofeudal Hypothesis

Yanis Varoufakis argues that Big Tech’s dominance constitutes “technofeudalism,” a mutation of capital he calls cloud capital, which extracts rent outside traditional markets. He contends this analysis follows Marx’s method by focusing on capital accumulation rather than moral critique.

Dash0 Acquires Polar Signals

Dash0 acquired Polar Signals to integrate continuous code-level profiling for CPU, memory, and GPU workloads into its observability platform, enabling deeper visibility and automated optimization via Agent0 and AutoTune. The deal also brings Polar Signals’ database engineering team and its Great Lakes storage engine, which will replace ClickHouse in SignalStore to improve scalability and efficiency.

$12B of US ratepayers’ money wasted on a modeling mistake in PJM

PJM, America’s largest electricity market, used flawed modeling that underestimated existing power plant capacity by about 4 gigawatts and overstated supply shortfalls, wasting an estimated $12 billion of ratepayers’ money from 2025 to 2027. Accurate modeling would have saved $6.7 billion and $4.9 billion in successive auction years while procuring only minimal less power. Despite this, PJM now plans an emergency auction, risking further ratepayer costs due to its poorly designed capacity market.

The Orwellian Company Behind ICE’s New Electric Shock Gloves

A Missouri police department purchased electric shock gloves that inflict pain without visible marks, and ICE has announced plans to buy $20 million worth of them. Human rights groups warn the devices are unregulated and easily misused for torture, citing health risks, while police and the manufacturer defend them as de-escalation tools.

US Air Force jet engine manufacturing plagued by ‘significant challenges’

The U.S. Air Force is seeking new fighter jet engines and potentially new manufacturers, citing production delays, quality control issues, and supply chain shortages among current suppliers. The initiative aims for more reliable, cheaper engines with better lifecycle costs, targeting over 180 engines per year by 2034 for the F-15EX and F-16. This follows engine-related problems that have delayed F-35 deliveries and raised costs for B-52 modernization.

old.reddit.com Now Requires a Login

Reddit now requires users to log in to access old.reddit.com, citing safety as the reason. Users can either log in or continue without an account on the main reddit.com site.

If Meta loses this trial, Instagram and Facebook could change forever

Meta faces a jury trial in a lawsuit brought by 30 U.S. states accusing it of child privacy violations, with states seeking over $1 trillion and demanding major changes to Instagram and Facebook, such as ending like counts, infinite scroll, and autoplay. A loss could force fundamental alterations to how young people experience social media, though Meta denies the allegations.

On A.I. regulation and messaging

Dario Amodei, in a post on X, addresses how AI regulation should be approached and how the public messaging around it can be shaped. He emphasizes the need for balanced, clear communication in policy discussions.

The Life and Death of Direct File [pdf]

The article traces the rise and fall of the IRS’s Direct File program, which offered free electronic tax filing to taxpayers. It highlights the service’s early success and popularity, while detailing the political opposition and funding issues that ultimately led to its discontinuation. The piece examines the broader implications for the future of free government tax filing options.

The federal keyword lists that canceled billions in research funding

The Trump administration terminated federal research grants using keyword searches targeting topics such as DEI, climate change, and green energy, according to court documents in a University of California lawsuit. Agencies including NIH, NSF, Defense, and NEH relied on lists of terms—some drawn from a Ted Cruz report—to revoke funding, often without individual review. The plaintiffs argue the terminations violated First Amendment rights by targeting viewpoints.

(What Comes) After FOSS?

The article explores how critical technologists envision the future of digital infrastructure after the “pyrrhic victory” of Free and Open Source Software, where the movement has declined despite its success. It emphasizes the need to understand how these technologists align their work with the public interest to ensure future infrastructure can be built, maintained, and defended. The research is conducted by Leiden University.

US DOJ has been probing a16z for nearly a year over partners’ improper board seats at AI rivals

The U.S. Justice Department has been investigating venture firm Andreessen Horowitz for nearly a year over whether its partners improperly serve on boards of competing AI companies. The probe focuses on Ben Horowitz’s board seat at Databricks and Martin Casado’s at Fivetran, both data-focused firms backed by the VC.

YouTube to count views from video start on Aug 24, matching Instagram, TikTok, Shorts

YouTube will begin counting a view as soon as a video starts playing, starting August 24, aligning with the metric used by Instagram, TikTok, and YouTube Shorts. This change means creators will likely see their view counts increase faster, but it will not affect earnings or YouTube Partner Program eligibility.

Google wins Spirit Airlines bankruptcy auction with $10M bid for deidentified data, code to boost AI

Google won a $10 million bankruptcy auction to acquire Spirit Airlines’ deidentified business data, software code, and operational records, which it plans to use to improve its AI products. The purchase excludes passenger profiles and other personal data, and a third party will scrub any personally identifiable information before Google receives it. The data sale comes after Spirit shut down in May following its Chapter 11 bankruptcy filing.

Nvidia announces $500B AI infrastructure funding after SEC eases data center securitization rules

Recent SEC guidance has loosened securitization rules for data center debt, exempting it from risk-retention requirements under Dodd-Frank. This regulatory shift is underpinning Nvidia’s $500 billion AI infrastructure funding agreements with private equity firms, enabling more flexible, capital-efficient financing for data center buildouts.

Monzo Chair Gary Hoffman exits after shareholder pressure over CEO TS Anil’s December ouster.

Monzo’s chair, Gary Hoffman, is stepping down months after a shareholder revolt over the board’s removal of CEO TS Anil in December. Anil was later reinstated to the board following investor pressure, and Hoffman’s departure follows calls from major shareholders for his ouster.

Nvidia to spend up to $105B for SB Energy Ohio data center campus OpenAI will lease; invests $1.5B

Nvidia has agreed to spend up to $105 billion to support the first phase of a massive Ohio data center campus that OpenAI will lease. As part of the deal, OpenAI will secure up to 8 gigawatts of computing capacity, with the first 800 megawatts expected online by 2028.

Investigation: Amazon buys rare books, scans for AI, then destroys them

Amazon is buying large quantities of rare books, scanning them for AI training data, and then destroying them. A 404 Media investigation placed a tracking device in a rare book shipment and traced it to an Amazon facility in Las Vegas, confirming the previously unreported operation.

Gravis Robotics raises $200M Series A from SoftBank for autonomous excavator retrofit

Gravis Robotics raised a $200 million Series A from SoftBank, the largest-ever round for a construction robotics startup. The ETH Zurich spinout will use the funds to scale Gravis Rack, an autonomous control system that retrofits existing excavators to operate without human drivers.

Uber, Zipline to drone-deliver Uber Eats in Dallas/Houston by late 2026, targeting 1M daily by 2029

Uber is partnering with drone startup Zipline to launch Uber Eats drone deliveries in Dallas and Houston by late 2026, with plans to scale nationwide and reach 1 million daily deliveries by 2029. CEO Dara Khosrowshahi cited an “insatiable” demand for rapid delivery.

OpenAI signs 20-year, 10GW Ohio data center deal with SoftBank’s SB Energy; Nvidia backstops value

OpenAI has signed a 20-year, 10-gigawatt data-center deal in Ohio with SoftBank’s SB Energy, backed in part by Nvidia, marking one of the largest AI infrastructure projects announced to date. Nvidia’s commitment is designed to help OpenAI secure debt financing while limiting the chip maker’s risk exposure.

Groq raises $350M at $3.5B valuation, down from $6.9B after Nvidia licensing deal and talent hires

Groq raised $350 million at a $3.5 billion valuation, about half its previous $6.9 billion worth, after Nvidia licensed its technology and hired key talent. Nvidia is also investing in the round, which was led by Disruptive. The company plans to use the funds to expand its data center capacity beyond 200 megawatts next year for AI inference workloads.

Chip giants’ startup funding tops $250B YTD; Nvidia leads with record 59 rounds

Semiconductor giants have invested record sums in startups this year, participating in funding rounds collectively valued at over $250 billion, driven by surging AI spending. Nvidia leads the sector in deal volume with a record 59 funding rounds, including a lead role in OpenAI’s $122 billion March round. Other major investors include AMD and Samsung, both significantly boosting their startup investment activity.

Voice AI startup Wispr raises $280M led by Menlo at $2B; total $361M, 100K business customers

Voice AI startup Wispr raised a $280 million Series B led by Menlo Ventures at a $2 billion valuation, bringing its total funding to $361 million. The company’s dictation app, Wispr Flow, now serves over 100,000 business customers, with revenue growing over 150% for four straight quarters. Wispr plans to expand beyond dictation into broader AI voice interaction, facing competition from major tech firms.

Meta, BlackRock $14B El Paso data center lacks total-loss insurance, risking lenders

Meta and BlackRock’s $14 billion data center project in El Paso lacks insurance against total loss, leaving lenders exposed to substantial credit risks and liabilities. Insurers are reluctant to underwrite full coverage for gigawatt-scale campuses, creating billions in underinsured risk for investors.

Analysis: Top 9 tech firms had ~$3T AI off-balance-sheet commitments, far above $600B capex

Nine major tech firms, including Alphabet and Meta, have roughly $3 trillion in AI-related off-balance-sheet commitments—far more than their reported $600 billion in capital expenditures. These future obligations, largely for data-center leases and chips, are not reflected on their balance sheets.

US industrial giants like Caterpillar and Ford pivot to power equipment for booming AI data centers

U.S. manufacturing activity reached its highest level since 2022, driven by demand from AI data centers. Industrial companies like Caterpillar, Cummins, Eaton, and Ford are investing hundreds of millions of dollars to expand their power-equipment lineups and capitalize on this opportunity.

AI video generation startup Higgsfield raised $400M at $5.4B valuation, up from $1.3B

Higgsfield, an AI video generation startup founded by former Snap executive Alex Mashrabov, raised $400 million from investors including DST, Goldman Sachs, Liberty Global, and Intel. The funding values the company at $5.4 billion, up from $1.3 billion in January. The startup focuses on creating marketing content for businesses.

Chainalysis sues US govt over ICE’s $94.6M contract with rival TRM Labs, calls deal ‘arbitrary’

Chainalysis is suing the US government over ICE’s $94.6M sole-source contract awarded to competitor TRM Labs, alleging the decision was “arbitrary, capricious, and unreasonable.” The complaint remains sealed due to confidential information, leaving Chainalysis’ specific objections and requested remedy undisclosed as the case proceeds.

Singapore bets on advanced AI access to stem finance talent flow to Hong Kong

Singapore hopes that easy access to advanced AI models, due to its close ties with both the US and China, will prevent finance talent from relocating to Hong Kong. In contrast, financial firms in Hong Kong struggle to access the latest US AI models.

🧪 Tech Culture & Weird

$1K laser mosquito zapper promises precision strikes as backers itch for answers

A $1,000 laser mosquito zapper that raised $2.8 million has entered production, but the company’s communications have failed to reassure backers. The project promises precision strikes, yet buyers remain uncertain about updates and delivery.

Part didn’t fit so techie got out his screwdriver. Then something flew off the motherboard

A techie tried to force an ill-fitting part using a screwdriver, but a component flew off the motherboard and broke the PC. He then resorted to a face-saving lie to cover up what happened.

The Lonely Men Who Work in Patagonia, at the End of the World

In Chilean Patagonia, aging solitary ranch workers known as puesteros live in extreme isolation and precarious conditions with little financial security. Dutch photographer Pie Aerts and filmmaker Matías Bolla documented their lives, resulting in the photo book “Coirón,” whose portraits capture both the men’s hardship and resilience.

Buy Your Friends Batteries

A group birthday gift idea proposes friends pooling €50–€200 each to buy a 5 kWh home battery for the birthday person, forming a “battery birthday club” until everyone has one. The battery saves money through grid arbitrage—buying cheap electricity and using it during expensive hours—but payback is slow at about 11–13 years in Germany and Spain. It also provides backup power during outages, can store solar energy, and may reduce grid fees.

Sun Clock

Sun Clock is a free, ad-free 24-hour clock showing sun and moon positions, times, and phases for your location, with no cookies and data stored locally. Its rotation direction adapts to your hemisphere to match the sun’s movement, and it includes features like dark mode, an annual calendar, and offline support as a Progressive Web App.

The only known trebuchet casualty in history

Skeleton 150, discovered at Stirling Castle, is the only known trebuchet casualty in history, according to paleopathologist Jo Buckberry. Analysis revealed his body was shattered by a single massive impact from a fast-moving boulder, likely striking his right shoulder and head before crushing him. The injuries ruled out other causes such as trampling or falls, confirming death by medieval siege weapon.

How to put 170 atoms in an atom

Rydberg atoms have vastly enlarged electron orbitals, creating space to trap other atoms inside. In 2018, scientists made a “Rydberg polaron” by exciting a strontium atom in a Bose-Einstein Condensate, capturing several cold atoms within its inflated orbital. Simulations suggest up to 170 additional strontium atoms could fit inside such an atom.

Online clinics and influencers are promoting Cialis as a longevity drug

Tadalafil (Cialis), an erectile dysfunction drug, is increasingly being promoted by online clinics and influencers as a longevity supplement for cardiovascular and brain health, despite lacking approval for these uses. Observational studies show men taking it have lower rates of cardiovascular disease, death, and dementia, but these findings are only associative. Researchers say the signal is promising but more study is needed.

Desktopcolors.com – A museum for solid background colors of classic OS

The article announces the creation of desktopcolors.com, a website built during a vacation to collect iconic solid background colors from classic operating systems. The author invites feedback from readers.

HackEurope 2026: A short rant on AI and hackathons

HackEurope 2026 was disorganized, but the author drew key lessons: front-end presentation trumps functionality, track selection can be misleading, and following AI trends is essential to win. However, they criticize that 90% of projects were AI-generated “slop” lacking real substance, exemplified by the grand prize winner, which used LLMs for wildfire prediction and drone cloud seeding but had no actual implementation behind its polished UI.

Linear algebra done right

The fourth edition of “Linear Algebra Done Right” is an open-access textbook available in multiple languages, featuring over 250 new exercises, 70 new examples, and various topic improvements. It is a bestselling text for a second linear algebra course that focuses on understanding linear operators on finite-dimensional vector spaces and famously introduces determinants late. Intended for undergraduate math majors and graduate students, it assumes no prerequisites beyond mathematical maturity.

Hayden Panetierre Dies at 36

Hayden Panettiere, star of “Heroes” and “Nashville,” has died at age 36 in South Carolina, with an ongoing investigation into her death. The actress, who began her career as a child star in films like “Remember the Titans” and the “Scream” franchise, released a memoir this May detailing her struggles with addiction and postpartum depression.

Strong gravitational lensing and microlensing of supernovae (2024)

This review discusses the emerging use of strongly lensed and microlensed supernovae as cosmological and astrophysical probes, including measuring time delays to constrain the Hubble constant and studying supernova progenitors, sizes, spectra, and dust. It also covers discovery methods, forecasts the expected lensed supernova sample from the Rubin Observatory LSST, and outlines follow-up requirements, anticipating rapid growth in this field.

Physicists discover a hidden gluon structure inside protons

New data from RHIC’s STAR detector suggest that baryon number inside protons may be carried by a Y-shaped junction of gluons rather than solely by three valence quarks. This challenges the traditional textbook picture and could deepen understanding of why protons and matter remain stable.

Applying a photosynthetic process to treat “dry eye”

A new treatment for dry eye draws on a photosynthetic, light-driven biological process. The approach aims to use this mechanism to help restore eye moisture and relieve symptoms.

Webmaster a Manifesto for Everyone

The article is a manifesto celebrating the webmaster as an independent, self-taught creator, tracing the role’s origins from email postmaster to the early web and its golden age on GeoCities. It highlights Stanford librarian Louise Addis as the first webmaster and argues that this pioneering spirit represents the true power of the web.

When the Down Arrow is not an Upside-Down Up Arrow (2022)

On macOS, the Unicode Upwards White Arrow (⇧) and Downwards White Arrow (⇩) render with different proportions, even though the Unicode standard specifies they should be mirrored and identical. This occurs because Lucida Grande includes only the up arrow, so the down arrow falls back to another font, STIXGeneral.

AppleWorks on the Apple II

AppleWorks, released in 1984 for the Apple II, was a highly successful integrated productivity suite that gave existing Apple II users a strong reason to stick with their 8-bit machines instead of switching to the newly introduced Macintosh. Its popularity showed that practical software for the large Apple II user base was more valuable than the Mac’s initial promise, which had a limited launch library. The app reinforced the Apple II’s ongoing profitability and relevance as Apple shifted its focus to the Mac.

What are you doing this week?

The article invites readers to share what they are doing this week, while reassuring that it’s perfectly fine to do nothing at all.