Firefox Warns Google Cure Could Kill It!

Celld: Self-hosted, distributed Durable Objects

Key Points

• Celld uses bucket storage for coordination and ownership of distributed cells.
• Each cell is stored as an individual SQLite database and replicated as LTX segments.
• The article positions self-hosting as a way to gain explicit, inspectable control over failures and placement.

The Three-Stroke Problem

Key Points

• Penpot uses the three-body problem as an analogy for rendering complexity in its WebGL migration.
• The article compares how strokes are represented in design tools, CSS, and SVG.
• The core issue is the handling of inner, center, and outer stroke positions relative to a shape.

The Punched Card Tabulator

Key Points

• Hollerith created the punched card tabulator to automate slow, error-prone census counting.
• His machine outperformed rivals in an 1888 competition and was used for the 1890 census.
• Punched-card tabulation spread internationally and commercially, later contributing to the business that became IBM.

Nvidia doubles RTX PRO 6000 Blackwell's MSRP to a staggering $16,000

Key Points

• Nvidia's US store now lists the RTX PRO 6000 Blackwell at $16,000.
• The GPU's listed price has risen sharply from 2025 launch and pre-order levels near $8,500 or below.
• Newegg and B&H were listed below Nvidia's current store price at the time cited in the article.

Launch HN: Bullet (YC S26) – A Faster Coding Agent

Key Points

• Bullet is a coding agent positioned around lower latency and faster execution.
• The article attributes its speed to model routing, targeted code search, parallel tool execution, and loop prevention.
• Bullet also offers a CLI for macOS and Linux via npm, with free access and no key required to start.

The lattice of sets of natural numbers is rich

Key Points

• The power set of natural numbers under inclusion forms a distributive lattice and Boolean algebra.
• The article shows embeddings of the natural numbers and integers as suborders of the lattice.
• It states a universality theorem: every countable order can be embedded into this power set lattice.

If I own Claude's outputs why can't I train my own model on them?

Key Points

• Anthropic says ownership of Claude outputs does not permit unrestricted use for AI model training.
• The company allows non-competing, specialized uses of outputs but prohibits training competing general-purpose models.
• Anthropic cites safety oversight and protection of its infrastructure and investment as reasons for the restrictions.

Claude users are mad that Anthropic's new watermarks will catch them using it

Key Points

• Anthropic added invisible watermarks to Claude outputs to comply with EU AI transparency rules.
• The article highlights backlash from some Reddit users who fear the policy will expose everyday AI users.
• The piece reports that many users support watermarking as a practical way to detect AI-generated content.

Picking berries is my meditation

Key Points

• The author’s view of berry picking changed from a disliked chore in youth to a valued solitary activity in adulthood.
• The article links this change to a busier stage of life in which quiet and solitude are more important.
• Berry picking is described as moving the author from rumination toward calm attention to nature.

Come for Eniac, Stay for Univac and Skeduflo

Key Points

• The article highlights John Mauchly’s work beyond ENIAC, especially on UNIVAC and UARC.
• Mauchly and Eckert are credited with several early computing milestones including BINAC, EDVAC, and UNIVAC.
• Mauchly later helped develop Skeduflo for computer-based construction scheduling using Critical Path Method.

Deutsche Bank becomes first foreign yuan clearing bank in Europe

Key Points

• Deutsche Bank was authorized to clear renminbi from Frankfurt, becoming the first foreign yuan-clearing bank in Europe.
• The move expands Europe’s yuan settlement options beyond Chinese banks and may benefit companies trading with China.
• It forms part of China’s broader effort to increase international renminbi usage through clearing banks and payment infrastructure.

Better Gaussian Splatting in Julia

Key Points

• GaussianSplatting.jl 2.0 adds multi-GPU backend support across AMD, NVIDIA, and Apple Metal using Julia abstractions.
• A new frontend/backend threading model keeps the UI responsive during training, loading, and GPU kernel compilation.
• The release adds MCMC densification, depth supervision, geometry regularization, and Sky Dome for improved reconstruction quality.

Choosing an AI model: one prompt, 11 models, different results

Key Points

• Netlify partnered with OpenRouter to expand model access through AI Gateway and Agent Runners.
• The company added new open models and the OpenCode agent to support a broader set of coding workflows.
• Netlify uses its AXIS evaluation tool to compare models on practical web app tasks, scoring functional correctness and cost-related usefulness.

My Rules for Using Spreadsheets

Key Points

• The article argues that spreadsheets are convenient but often problematic when they combine data, logic, and presentation.
• The author’s view is based on years of reviewing Excel files from engineering firms that were hard to validate and reuse.
• Structural issues such as inconsistent formulas, multiple sheets, and complex headers made analysis and export more difficult.

DeepSeek Harness

Key Points

• DeepSeek Harness is an open-source agent harness from DeepSeek AI built around a plugin-based architecture powered by Cordis.
• The software is in developer preview, and the project warns that compatibility-breaking changes are expected.
• It can be run via npm or from source, with documentation, community channels, and MIT licensing provided.

DeepSeek API Pricing Update

Key Points

• DeepSeek launched DeepSeek-V4-Pro with major agent upgrades.
• V4-Pro and V4-Flash now offer configurable reasoning effort levels.
• New API pricing introduces peak and off-peak rates effective Aug. 16, 2026.

What Garbage Collection Costs

Key Points

• The article compares garbage collection, manual memory management, compile-time ownership, and reference counting.
• It explains that GC costs are tied mainly to heap allocation rather than stack memory.
• It frames GC overhead around two measurable questions: how often collection runs and how expensive each run is.

Show HN: MCP Memory – Fast Agent Memory Using Google's OKF and SQLite FTS5

Key Points

• MCP-Memory provides persistent long-term memory for AI agents through an MCP server.
• It stores records in OKF v0.2 Markdown files and indexes them with SQLite FTS5 for search and retrieval.
• It includes MCP tools for storing, retrieving, searching, and resuming from the last session checkpoint.

I Built a 500k-Domain Search Engine for Makers in a Weekend for $10

Key Points

• The project indexed 560,183 homepages as a personal search engine for independent websites.
• It used a fetcher, LLM worker, steward, and search UI, with Gemma 4B generating structured metadata.
• The author reports the index fit under 1GB on disk and cost about $10 plus an overnight GPU rental.

PBS loses 50TB of data; 70 years of TV history after cloud vendor defunct

Key Points

• Nine PBS lost access to over 50TB of archive data stored with OSS, covering about 70 years of history.
• A court ruled Nine PBS has the right to access the data and transfer it to a new vendor.
• Iron Mountain admitted it holds the data but declined to release it, leading Nine PBS to sue for preservation and recovery.

Gloomberb

Key Points

• Gloomberb is an open-source finance terminal available as both a desktop app and terminal UI.
• The product uses a command-bar-first interface for quick access to tickers, market views, and research functions.
• Its features span company research, market monitoring, portfolios, prediction-market data, and chat tools.

Heart Aerospace Completes First Flight of Largest Electric Aircraft

Key Points

• Heart Aerospace said X1 completed a 27-minute first flight and is the largest battery-electric aircraft ever flown.
• The aircraft flew under FAA experimental certification, reached 1,100 feet AGL, and delivered more than one megawatt through its all-electric propulsion system.
• X1 is a demonstrator for Heart’s ES-30 hybrid-electric regional airliner, which is targeted for service entry in 2031 and has commitments from United Airlines, Air Canada, and JSX.

Anthropic: Introducing The Conceptual Reasoning Index

Key Points

• Anthropic and Redwood Research launched the Conceptual Reasoning Index to evaluate AI reasoning on hard-to-verify conceptual tasks.
• CRI combines three benchmarks: LMCA, ACCoRD, and DTBench capabilities.
• LMCA includes 560 position texts and 1,461 expert-rated arguments across topics like philosophy, decision theory, and advanced AI risk.

Spaghettifying DRAM

Key Points

• The article describes a DRAM-controller manipulation technique that redirects memory accesses.
• It says the method exposes protected regions including PSP, SMM, C6 DRAM, and CPU microcode.
• It was developed and tested on AMD Family 16h CPUs and contextualized with a detailed walk through the memory hierarchy.

Time to Move On: Querying Without Nulls and Bags

Key Points

• The paper praises SQL’s declarative strengths but argues some of its early design choices should be reconsidered.
• The authors use Rel as evidence that fully normalized, null-free relational programming can be implemented and deployed.
• The article argues that bag semantics and nulls are avoidable and that set semantics create new opportunities.

Why Are Rivers So Mathematical?

Key Points

• River networks are described as natural transport systems with recurring branching patterns seen across many scales.
• The article situates river mathematics within geomorphology and earlier work on fractals.
• Hack’s law links stream length to drainage area and is presented as a foundational rule of river-network geometry.

Kubernetes on Oxide: How Customer Needs Shaped Our Integrations

Key Points

• Oxide began Kubernetes integration work in response to customer demand and a lack of supported tooling.
• Its first official integration was a Rancher node driver based on a customer contribution and released with added CI/CD and documentation.
• A later partnership with Sidero Labs to support Omni and Talos Linux exposed additional compatibility issues and future platform gaps.

US vs. UK Baby Names 2025: The Biggest Top Differences Visualized

Key Points

• Only 44 boys’ names and 53 girls’ names are shared between the US and UK top 100 lists in 2025.
• Olivia is #1 for girls in both countries, and Noah is #2 for boys in both.
• The article uses interactive charts to show rank differences for shared names and links to full historical rankings.

Graduate Student Proves a Quantum Uncertainty Principle for Fractals

Key Points

• Alex Cohen proved a higher-dimensional version of the fractal uncertainty principle in a 2025 *Annals of Mathematics* paper.
• The result builds on Semyon Dyatlov’s 2016 one-dimensional proof developed with key ideas from Jean Bourgain.
• The article connects the principle to the Fourier transform, explaining why localization in space and frequency cannot both be sharp.

The mathematical physics of rainbows and glories(2001) [pdf]

Key Points

• The review surveys rainbow and glory theory across geometrical optics, Airy, Mie, CAM, and catastrophe-theory approaches.
• It distinguishes the primary rainbow from the backward glory by their scattering directions and underlying physical complexity.
• It links optical scattering phenomena to analogous effects in atomic, nuclear, and particle physics.

We eliminated 1,400 CVEs in NanoClaw's container images

Key Points

• Echo says it scanned NanoClaw’s container image with Trivy, Grype, and Wiz to identify vulnerabilities.
• The article describes a staged remediation process involving safe upgrades, targeted research, patching, and backporting.
• Echo says OS-level issues from Debian 12 are addressed through Echo OS, which it claims has eliminated more than 1.1 million CVEs across packages.

McDonald's Built a 515-Page Dossier on Me. It Says I'll Never Stop Eating There

Key Points

• McDonald’s provided a 515-page customer data file after a California privacy request.
• The file included both past transaction records and predictive metrics about future visits, spending, and retention.
• Privacy experts said such detailed tracking is common in large US loyalty programs, while McDonald’s said it supports personalization.

Text AI watermarks will always be trivial to remove

Key Points

• The EU AI Act is presented as requiring detectable AI-generated outputs starting in August 2026.
• The article says text watermarking is technically hard because textual changes are usually noticeable and can reduce quality.
• Google’s SynthID is cited as the main publicly disclosed example of text watermarking, while model-similarity checks are described as inadequate.

Build a Stratum 1 PTP Grandmaster on a Budget

Key Points

• The project builds a GPS-disciplined Stratum 1 PTP grandmaster with a Raspberry Pi CM4 and SR1723U10 GPS module.
• The author estimates the build required about $103 in new parts because core CM4 hardware was already on hand.
• The article contrasts NTP and PTP, emphasizing that PTP with hardware timestamping is suited for nanosecond-level synchronization.

Flock Safety changes system defaults in response to criticisms

Key Points

• Flock is shifting its recommended and default ALPR retention period to 7 days and adding Evidence Mode for preserved investigative data.
• The company is expanding oversight with offense-based sharing controls, required Audit Assistance, proactive lockouts, and mandatory case codes.
• Flock also announced stronger security and transparency measures, including MFA, a Bishop Fox review, a vulnerability disclosure program, and a plain-English contract explanation.

Ordinary Abundance

Key Points

• The article uses historical quotations to show that many ordinary modern conveniences were once extraordinary achievements.
• Examples include access to music, electric light, reproduced art, photography, spectacles, telegraphy, printing, clean water, and luxury foods.
• Its central factual theme is that technological and infrastructural progress transformed scarcity into routine availability in daily life.

The Indo-European Family Tree

Key Points

• The project traces Indo-European languages back to Proto-Indo-European, dated to around 4500 BCE.
• Users can click languages in the interactive tree to learn more about each one.
• Audio in the project is generated with a neural text-to-speech system, not recorded from native speakers.

How art invented humanity

Key Points

• The article centers on the discovery and dating of the Lascaux cave paintings and places them within a wider global record of prehistoric art.
• It argues that studying art's origins raises broader questions about what art is and what it reveals about human life.
• It uses examples from Picasso, Keats and Werner Herzog to contrast factual truth with artistic or aesthetic truth.

Translating the Renaissance: 17,000+ historical source texts

Key Points

• Source Library claims more than 17,800 translations and over 22,000 books in its archive.
• The platform organizes historical materials into large themed collections such as philosophy, alchemy, science, and medicine.
• A Recently translated section showcases newly added works from multiple linguistic and cultural traditions.

Show HN: OJCP – an open protocol for agent-consumable job data

Key Points

• OJCP defines an open, MCP-compatible protocol for job discovery, evaluation, application, and tracking by AI agents.
• Providers expose capabilities through a `/.well-known/ojcp.json` manifest and implement standardized schemas and tools.
• The design includes consent-scoped candidate data, fit scoring, agent declarations, and JWS-based verification without transmitting PII.

Mozilla says stricter antitrust measures against Google 'threaten Firefox'

Key Points

• Mozilla says banning Google’s search-placement payments could jeopardize Firefox and other independent browsers.
• Judge Amit Mehta allowed Google to keep making certain distributor payments while banning exclusive agreements for six years.
• US antitrust authorities are appealing the payment provision, while Mozilla says evidence shows those payments are economically significant.

GoAccess – open-source real-time log analyzer and interactive viewer

Key Points

• GoAccess is a real-time, terminal-based log analyzer for web server statistics.
• It can be used for both analytics and security monitoring from raw logs.
• The tool supports HTML, JSON, and CSV reports and works with multiple common log formats.

We Have AI at Home Chapter 1: A Box of Scraps

Key Points

• The project aims to run AI locally at home using self-owned hardware rather than external AI services.
• Four AMD V620 GPUs with 32GB of VRAM each form the core of the build because they are comparatively cheap on the used market.
• An older X299 motherboard, a discounted Core i9-10900X, and salvaged RAM and SSD complete the system at lower cost.

Gemini 3.7 Flash

Key Points

• Gemini 3.7 Flash supports text, image, video, audio, and PDF input, with text-only output.
• The model provides a 1,048,576-token input limit and a 65,536-token output limit.
• Supported features include caching, structured outputs, Google Maps grounding, and preview computer use, while audio generation, image generation, and Live API are not supported.

Tocharian Online

Key Points

• Most scholars treat Tocharian A and Tocharian B as distinct Indo-European languages rather than dialects.
• The languages are attested in Silk Road manuscript finds in Xinjiang, especially at Turfan, Kučā, and Tumšuq.
• Most surviving texts are Buddhist translations from the 6th to 8th centuries AD, written mainly in a Brāhmī-derived script.

Gemini 3.7 Flash

Key Points

• Gemini 3.7 Flash is presented as a more capable and cheaper successor to Gemini 3.6 Flash for coding and agent tasks.
• Google cites benchmark gains across software engineering, web development, document processing, and business workflow automation.
• The model is being deployed in Gemini Spark and ships with updated safety safeguards for high-risk misuse domains.

Mistral OCR 4.1

Key Points

• Mistral OCR 4.1 is in public preview as part of the company’s Document AI stack.
• The service adds paragraph-level bounding boxes, structural block labels, and block-level confidence scores.
• Pricing starts at €3.5 per 1,000 pages, with batch support available via /v1/batch.

Donkey.bas is 45 Years Old – 131 line of Glory

Key Points

• DONKEY.BAS was bundled with early IBM PC DOS to demonstrate BASICA graphics and sound.
• Bill Gates and Neil Konzen wrote the original program in 1981; version 1.10 dates to 1982.
• A modern page recreates the original CGA-style game in JavaScript and links to the original source on GitHub.

Choose Boring Technology (2015)

Key Points

• The article argues that companies have limited capacity for technical novelty, described as "innovation tokens."
• It recommends mature, well-understood technologies because their failure modes are easier to predict and manage.
• It says technology decisions should be evaluated at the whole-organization level, since each added tool increases complexity.

From 13.5M installs to 499 active devices

Key Points

• Shooting Expert 2 reached 13,559,906 lifetime installs after passing 1 million installs in 27 days in 2014.
• Play Console data for three apps shows install peaks in the mid-2010s followed by very low active-device counts by June 2026.
• The developer moved from utility apps to lightweight offline games partly to avoid backend infrastructure costs during sudden growth.

Where did the old web go? We followed 657,607 links to find out

Key Points

• A crawl of restored 0.mk links found that more than three quarters of tested historical URLs no longer loaded in 2026.
• Removing duplicate destinations barely changed the result, indicating the decay pattern was broad rather than driven by repeated links.
• The dataset suggests large centralized platforms survived better than smaller independent sites and preserves evidence of a partly vanished Macedonian web.

Accelerating GPT-5.6 Sol Ultrafast

Key Points

• Ultrafast Mode launches first in the OpenAI API, powered by Cerebras, with up to 750 output tokens per second.
• Cerebras says GPT-5.6 Sol Ultrafast completed Humanity's Last Exam far faster than a comparison model in its internal benchmarking.
• The article positions faster inference as valuable for high-stakes enterprise and agent-based workflows, enabled by Cerebras’ Wafer-Scale Engine architecture.

JDK 27 G1/Parallel/Serial GC Changes

Key Points

• G1 becomes the default garbage collector in all environments in JDK 27 via JEP 523.
• JDK 27 GC work includes about 350 changes, with much of the total driven by refactoring and bug-fix activity.
• G1 received additional changes in heap sizing, concurrent marking, humongous object reclamation, and monitoring behavior.

Show HN: Inertia – Not your Grandfathers animation editor

Key Points

• Inertia edits animations directly on real app UI components across SwiftUI, Compose, and React.
• The tool uses live communication with a running build and saves output to a shared `animation.inertia` file.
• It provides cross-platform runtime packages plus features such as alignment guides and vertex-shape authoring.

Single log line is 49KB+ (ext4) / 110KB+ (btrfs) of systemd-journald disk writes

Key Points

• A systemd-journald issue report claims very high disk-write amplification per log line on ext4 and btrfs.
• The reported test environment is systemd 257.9 on Debian 13 with Linux kernel 6.12.57+deb13-amd64.
• The reproduction method uses persistent journald storage, a steady HAProxy log stream, and VM-level I/O observation.

Understanding Is the New Bottleneck

Key Points

• The article argues that understanding AI-generated code remains important as agents write more software.
• It distinguishes verification from participation, emphasizing human understanding as part of ongoing project evolution.
• It presents /explain-diff as a practical tool for generating structured explanations of code changes.

What Is Kimi K3? A Complete Developer Guide for 2026

Key Points

• Kimi K3 is presented as a 2.8-trillion-parameter open-weight model with a 1,048,576-token context window and native multimodal support.
• The article details K3’s MoE architecture, including 896 experts, 104B active parameters per token, 93 layers, and MoonViT-V2 for vision tasks.
• Hosted access is available across several platforms, while self-hosting is described as costly and hardware-intensive.

Show HN: OpenCode Senses, An insanely fast and highly accurate vision plugin

Key Points

• OpenCode Senses adds local image understanding to text-only OpenCode models through structured evidence injection.
• The article describes 13 image tools covering OCR, detection, segmentation, reverse search, and metadata workflows.
• The system uses a TypeScript plugin plus a Python JSON-RPC runtime to run Moondream 2 locally on GPU.

Solid 2.0 RC: The Big <Reveal>

Key Points

• Solid 2.0 RC makes async a native part of the reactive graph instead of handling it as an external layer.
• The release removes multiple older APIs and replaces them with built-in batching, async-aware memos, split effects, and draft-based store updates.
• A new Rust-based compiler on OXC is now the default in `@solidjs/vite-plugin`, with benchmarked compile-time speed improvements and a new `start` mode.

Idol Mahjong Final Romance: A Slideshow Disguised as a Video Game

Key Points

• *Idol Mahjong Final Romance* is presented as a 1991 Video System arcade mahjong game with a fixed sequence of eight opponents.
• The article says the first series title stayed arcade-only, while later entries were re-released and ported to consoles.
• The hardware includes a YM2413, OKI MSM5205, and dual 6 MHz Z80 CPUs, with the sub CPU handling audio and video access.

How Gödel's Proof Works

Key Points

• Gödel’s incompleteness theorems showed that no axiom system can be both complete and able to prove its own consistency.
• The article links Gödel’s results to undecidable questions such as the continuum hypothesis and the halting problem.
• It explains Gödel numbering as the core technique for encoding formulas and proofs as unique integers.

AI Is Threatening Natural Resources for Billions

Key Points

• UNU-INWEH projects AI-related data centres will use 945 TWh of electricity globally by 2030.
• The report says AI sustainability cannot be judged by carbon emissions alone because water and land footprints can rise even when carbon falls.
• Global data centres used an estimated 448 TWh in 2025, placing them near major national electricity consumers.

How Compaction Works in Pi

Key Points

• Pi uses compaction to summarize older conversation history when LLM context windows near their limit.
• Coding-agent prompts grow with every turn because they include system instructions, tools, files, prior messages, and tool results.
• Pi can compact automatically after a turn, manually via /compact, or mid-turn after a context overflow error.

NP-Overrated

Key Points

• The article says NP-hardness is widely misunderstood as meaning practical solving is hopeless, when it only guarantees hard worst-case inputs.
• It argues that many real-world instances of NP-hard problems are solved efficiently, including exact solutions for some optimization tasks.
• Amazon's reported use of SMT at billion-scale is presented as evidence that satisfiability-related problems are tractable in industrial practice.

Airbnb Eval-driven development: Lessons from evaluating GenAI at scale

Key Points

• Airbnb says GenAI evaluation is fundamentally different from traditional software testing because LLM outputs are non-deterministic and multi-stage.
• The company recommends manual review of prototype outputs and traces to discover real failure modes before building metrics.
• Airbnb frames its methodology as eval-driven development, emphasizing explicit goals, targeted evaluators, and continuous testing.

Smooth Move: Taming Trajectories with Polynomials

Key Points

• The article explains why velocity, acceleration, jerk, and higher derivatives matter in machine motion.
• It identifies discontinuities between path segments as a source of large forces, jerk, and vibration.
• It presents SmoothStep-family polynomials as finite-time tools for building smoother trajectories.

Finite State Machines in Forth (1994)

Key Points

• The article proposes Forth-based methods for deterministic and nondeterministic finite state machines.
• Its preferred implementation aligns code directly with an automaton’s state table and avoids nested IF logic.
• A numeric-input example shows how FSM rules can validate signed decimal input character by character.

Show HN: My solar died for 6 months, so I built a watchdog

Key Points

• SunRanker is a free watchdog tool for home solar systems.
• It monitors solar production daily after a one-time connection.
• It explains production in plain language and emails users when something breaks.

PBS loses 70 years of TV history after cloud storage vendor goes defunct

Key Points

• Nine PBS says it lost access to over 50TB of archival data after cloud vendor OSS became unresponsive and appeared to go defunct.
• A court ruled that Nine PBS has the right to access its data and that OSS should facilitate a transfer to a new vendor.
• Iron Mountain acknowledged holding the data but later said OSS owned it, leading Nine PBS to sue Iron Mountain as well.

How AI text watermarking works

Key Points

• The watermark is embedded in probabilistic word choices, not in visible text or metadata.
• The article cites deployed or planned use in Gemini and Claude systems, with SynthID named as Google’s production method.
• Detection is performed statistically by a key-holder who checks whether favored token choices appear more often than chance.

How a device finds encrypted DNS by itself

Key Points

• DDR uses _dns.resolver.arpa to let devices discover encrypted DNS endpoints from their current resolver.
• Resolvers can advertise DoH, DoT, or DoQ endpoints, including protocol, port, hostname, and preference.
• Discovery that starts over plain DNS is opportunistic and weaker than directly configuring encrypted DNS.

Bluesky Protocol Services

Key Points

• Bluesky launched Bluesky Protocol Services to centralize documentation and branding for its AT Protocol infrastructure.
• Jetstream v2 adds Network Replay, enabling historical catch-up plus seamless handoff to the live stream.
• New TypeScript and Go SDKs were released, and archive access now requires an API token while the live tail stays open.

SparrowMap – Cameras that watch government vehicles

Key Points

• SparrowMap says it keeps records for government vehicles while deleting non-government plate data on-device.
• Detection is performed locally on phones or computers, and the article says no video feed is uploaded.
• The system supports simple browser-based use and always-on desktop setups for Windows and Linux.

I want extern "fil-C"

Key Points

• The article proposes `extern "fil-c"` as a Rust FFI for memory-safe interaction with legacy C and C++ via Fil-C.
• Fil-C provides runtime memory safety for C/C++ through capabilities, checks, and garbage collection, but it uses a distinct ABI.
• filnix and Zig’s proposed `fil` ABI are presented as ecosystem building blocks for a broader cross-language solution.

Compute-Optimal Is Not Cluster-Optimal

Key Points

• MOSAIC jointly optimizes model architecture, token budget, and execution layout for a specific cluster.
• The article argues that GPU-hours, not FLOPs alone, should guide pretraining design decisions.
• For sparse MoEs, higher sparsity can look better in scaling laws while performing worse on actual clusters.

Hello, me. It's been a while

Key Points

• The author says constant audio gradually replaced quiet moments in daily life.
• They describe slow, internal thinking as valuable but increasingly crowded out by work and media habits.
• The post encourages readers to intentionally try silence during everyday activities.

An ambiguity in c89 which will never be fixed

Key Points

• The article examines an unresolved C89/C90 ambiguity about implicit function declaration scope.
• GCC and Clang accept and reject the same edge-case declarations differently.
• The issue persists because the feature was removed in C99, so the old wording is unlikely to be clarified.

Blog about things you don't understand yet

Key Points

• The author uses blogging as a way to learn new things during research and drafting.
• Each post is designed to argue a specific point rather than present unstructured thoughts.
• Writing is described as a tool for clarifying thinking and sometimes changing the writer’s original opinion.

Crown 0.64 – Native and cross-platform game engine

Key Points

• Crown 0.64 improves large-world rendering and editor performance and adds a `stat` command for runtime performance inspection.
• The update introduces color grading and expanded sun shadow controls for scene look and rendering configuration.
• New workflow features include asynchronous deployment, Project Browser resource management, localization, and command-line automation tools.

US conducted mass spying campaign against leftwing and anti-ICE protesters

Key Points

• DHS records describe undercover surveillance, Signal infiltration, and financial-data collection targeting anti-ICE groups.
• The disclosures are tied to a DoJ case against 15 Minneapolis protesters accused of impeding immigration officers.
• Major unions and progressive groups were named in investigative records, but the article says none were charged with crimes.

Cave of the Crystals

Key Points

• The cave is a limestone chamber in Naica, Chihuahua, Mexico, connected to the Naica Mine 300 metres underground.
• It contains giant selenite gypsum crystals, including one reported to be 11.40 metres long and about 12 tonnes.
• Extreme heat and humidity make the cave hazardous, relatively unexplored, and currently inaccessible.

How do you sell a CPU design when the instruction set is free?

Key Points

• Fiora5’s founder says startup credibility, not engineering, was the hardest initial challenge.
• The article presents ecosystem maturity and standards like RVA23 as key to wider RISC-V adoption.
• It links European semiconductor investment and RISC-V to supply-chain sovereignty and startup opportunity.

GLM-5.3: Frontier Coding with Emergent Cyber Capabilities

Key Points

• GLM-5.3 reportedly delivers major gains from post-training alone while using the same base model as GLM-5.2.
• The article claims strong benchmark improvements in coding, agentic tasks, and cybersecurity, including state-of-the-art results on CyberGym.
• The training approach emphasizes realistic long-horizon environments and synthetic pipelines for scalable task and verifier generation.