Δ-Mem: Efficient Online Memory for Large Language Models

https://arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png
Researchers propose $\delta$-mem, a lightweight memory mechanism for large language models, improving performance by 10-31% on memory-heavy benchmarks. It achieves this with a compact online state and delta-rule learning, without full fine-tuning or backbone replacement.

Project Gutenberg – keeps getting better

https://www.gutenberg.org/cache/epub/78685/pg78685.cover.medium.jpg
Choose among free epub and Kindle eBooks, download them or read them online. You will find the world's great literature here, with focus on older works for which U.S. copyright has expired. Thousands of volunteers digitized and diligently proofread the eBooks, for you to enjoy.

Futhark by Example

The following is a hands-on introduction to Futhark through a collection of commented programs, listed in roughly increasing order of complexity. You can load the programs into the interpreter to experiment with them. For a conventional introduction to the language, Parallel Programming in Futhark may be a better choice. For more examples, you can check our implemented benchmarks. We also ...

Setting up an AI-native organization

https://aweb.ai/og-default.png
Most companies are doing “AI-assisted”: employees use ChatGPT or Claude to ship their own work faster. That’s useful, but the AI is still serving an individual workflow; the company is still organized around people who relay everything between each other. AI-native is different. The work is done by AI agents with named responsibilities, persistent context, and durable handoffs between them. ...

Frontier AI has broken the open CTF format

The competitive format of Capture The Flag (CTF) has been fundamentally changed by the use of AI tools, making it pay-to-win and reducing the art of security to a prompt. The scoreboard no longer reflects human growth and the community is losing interest, with many top teams and players struggling to stay competitive in the current format.

I believe there are entire companies right now under AI psychosis

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Ploopy Bean: a trackpoint for every computer

https://ploopy.co/wp-content/uploads/2026/04/95e25fa60539e9eeaf50cbf9395f8a9f43a0a08312d1009e1943832dce2009e0-416x416.jpg
The Bean Pointing Stick is in preorder, shipping within 8-20 weeks based on tier. It comes fully assembled with QMK preloaded and has a 30-day return policy.

SQL patterns I use to catch transaction fraud

Fraud detection in transaction data is mostly SQL-based, using patterns like rapid transactions, geographic impossibility, and amount anomalies to identify suspicious activity. By combining multiple patterns and scoring each transaction, analysts can catch more fraud and reduce false positives, but require human review and careful tuning of thresholds to avoid losing customers.

The bird eye was pushed to an evolutionary extreme

https://www.quantamagazine.org/wp-content/uploads/2026/05/MacawEye-crLeonardoRamos-Lede-scaled.jpg
Birds have retinas that lack blood vessels, yet they have exceptional vision. Researchers found that bird retinas use anaerobic glycolysis to produce energy without oxygen.

Additive Blending on the Nintendo 64

The original PlayStation supported additive blending, making effects like explosions look cooler. The N64's Reality Display Processor had a more flexible way to control blending, but it was complicated to use.

EMiX: Emulating Beyond Single-FPGA Limits

https://arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png
EMiX is a scalable multi-FPGA framework for emulating large-scale multi-core systems beyond single-FPGA limits. It partitions designs across multiple FPGAs, balancing scalability and performance without RTL redesign.

Gaining control of every projector and camera on campus

https://www.edna.land/blogs/posts/scanning/1.png
The user developed a program to brute force DNS subdomains on their college network, eventually optimizing it to 200 Mibps per 2 threads, but was limited by the DNS server's capacity and was asked to stop by IT after causing a campus-wide outage. The user then discovered a secret fourth option to scan IP addresses instead of subdomains and built a port scanner using AF_XDP, which led to ...

The main thing about P2P meth is that there's so much of it (2021)

https://dynomight.net/img/p2p-meth/meth4.jpg
New meth made from P2P may be chemically different from old meth, but evidence suggests it's mostly due to increased availability and purity, not contaminants. The rise in meth use and overdose deaths is likely linked to the increased availability and potency of the drug, rather than a change in its chemical composition.

A 0-click exploit chain for the Pixel 10

https://projectzero.google/images/preview_image.png
Researchers found a zero-click root exploit for the Google Pixel 10 using a Dolby UDC vulnerability. They also discovered a VPU driver vulnerability that allowed arbitrary kernel read-write, which was patched within 71 days.

Naturally Occurring Quasicrystals

https://johncarlosbaez.wordpress.com/wp-content/uploads/2026/05/quasicrystal.gif?w=450
Quasicrystals are rare in nature, created by violent events like asteroid collisions or lightning strikes, and only three naturally occurring types have been found in a single Russian meteorite. These include icosahedrite, decagonite, and i-phase II, each with unique properties and compositions.

How to Write to SSDs [pdf]

The paper proposes a set of out-of-place optimizations that reduce write amplification across both the DBMS and SSD layers, improving throughput by 1.65-2.24× and reducing flash writes per operation by 6.2-9.8×. The proposed optimizations include compression & page packing, grouping by deathtime, ZNS support, aligning DB and SSD GC units, NoWA pattern, and using FDP placement hints to ...

England Runestones

https://upload.wikimedia.org/wikipedia/commons/thumb/1/18/South-West_Scandinavia_location_map.svg/330px-South-West_Scandinavia_location_map.svg.png
A group of about 30 runestones in scandinavia which refer to voyages to england. they are comparable in number only to the approximately 30 greece rune stones ' and the 26 ingvar runstone - which mentions an expedition to caspian sea region. orsteinn had this stone raised in memory of himself and his son hefnir. it is classified as being carved in the 'rune

The sigmoids won't save you

https://substackcdn.com/image/fetch/$s_!hPfO!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F08b8bdc3-afab-4e51-a14e-b18d6374384c_513x478.png
The article discusses the "all exponentials eventually become sigmoids" talking point, where a trend may initially grow exponentially but eventually flatten out due to physical or practical limits. However, the timing of this transition is often uncertain and can be misidentified, leading to incorrect predictions.

Orthrus-Qwen3: up to 7.8×tokens/forward on Qwen3, identical output distribution

https://raw.githubusercontent.com/chiennv2000/orthrus/main/assets/orthrus.png
Orthrus is a dual-architecture framework that unifies autoregressive LLMs with diffusion models for high-speed parallel token generation. It achieves significant inference acceleration, lossless generation, and zero redundant memory overhead.

I Bought a “Junk” PSP From Japan

https://gardinerbryant.com/content/images/2025/10/IMG20230222140721.jpg
The author bought a cheap PSP from Japan through Buyee, a forwarding service, and ended up with a working console already modded with custom firmware. They also purchased a replacement battery and a new battery bay cover to complete the device.

Charity – Categorical programming language (1998)

https://raw.githubusercontent.com/mietek/charity-lang/master/doc/img/winds-of-formal-methods.png
Charity is a categorical programming language currently being developed by The Charity Development Group in The Department of Computer Science at The University of Calgary, Canada. Charity is functional in style. That is, programmers familiar with declarative paradigms (functional and logic programmers) should find Charity easy to grasp. Charity is based on the theory of strong categorical ...

Someone Shared a Real Monet Painting as AI and Asked for Critiques

https://petapixel.com/assets/uploads/2026/05/money-ai-art-experiment-800x420.jpg
A social media experiment shared a real Monet painting as AI-generated art, prompting users to criticize its shortcomings. Critics pointed out issues with cohesion, color choices, and spatial depth, highlighting a natural human bias against AI-generated art.

Bill to block publishers from killing online games advances in California

https://cdn.arstechnica.net/wp-content/uploads/2026/05/skg-640x427.jpg
A California bill requiring game publishers to offer refunds or updated versions of games after support ends has passed committee, a win for the Stop Killing Games movement. The bill, Protect Our Games Act, aims to ensure long-term playable access to online games, but faces hurdles in the full California Assembly and Senate.

Show HN: Epiq – Distributed Git based issue tracker TUI

https://ljtn.github.io/epiq/og.jpeg
Epiq uses Git for collaboration, tracking changes as events and allowing deterministic replay. It provides a local interface for issue management and syncing with Git repositories.

Where to buy a non-Apple, non-Google smartphone

https://image.theregister.com/144658.webp?imageId=144658&width=960&height=540&format=jpg
Google is introducing changes to Android that will prevent side-loading software, prompting the Keep Android Open campaign. Alternatives to Google's OS include de-Googled Android variants and Linux OSes like /e/OS, Ubuntu Touch, and Sailfish.

Research on mildew contamination affecting the sound quality of analog tapes

https://media.springernature.com/w215h120/springer-static/image/art%3A10.1038%2Fs40494-026-02452-4/MediaObjects/40494_2026_2452_Fig1_HTML.png
Researchers analyzed the effects of mildew on magnetic tape sound quality using ATR-FTIR, SEM, and Praat. The study reveals mechanisms for preserving audio archives and provides a basis for improved preservation strategies.

ESP-EEG is an affordable 8-channel biosensing board

https://www.autodidacts.io/content/images/2025/12/cerelog-esp-eeg-software.jpg
The Cerelog ESP-EEG offers cleaner signals due to true closed-loop active bias at a lower price point than the OpenBCI Cyton. It uses an ESP32 instead of the Cyton's PIC32 and RFduino stack for high-bandwidth WiFi streaming.

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

https://opengraph.githubassets.com/338d2857289aa533ce5e844f77239287553c8fedf929c4f2fce949c580d9b6df/gdevic/FPGA-Calculator
A scientific calculator project uses an FPGA with a custom CPU and microcode firmware. It requires Verilator, installed with prerequisites and built in WSL2 on a Windows partition.

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

https://private-user-images.githubusercontent.com/7606952/592725943-d294e420-eb48-4f00-b6a8-13005442d1a8.gif?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3Nzg4NjQyMDUsIm5iZiI6MTc3ODg2MzkwNSwicGF0aCI6Ii83NjA2OTUyLzU5MjcyNTk0My1kMjk0ZTQyMC1lYjQ4LTRmMDAtYjZhOC0xMzAwNTQ0MmQxYTguZ2lmP1gtQW16LUFsZ29yaXRobT1BV1M0LUhNQUMtU0hBMjU2JlgtQW16LUNyZWRlbnRpYWw9QUtJQVZDT0RZTFNBNTNQUUs0WkElMkYyMDI2MDUxNSUyRnVzLWVhc3QtMSUyRnMzJTJGYXdzNF9yZXF1ZXN0JlgtQW16LURhdGU9MjAyNjA1MTVUMTY1MTQ1WiZYLUFtei1FeHBpcmVzPTMwMCZYLUFtei1TaWduYXR1cmU9ZjA2YzczZDBlMWY3Mzk5OGY1ODQyOTBlMGRjMDE5YjM1ZGJjZGU0ODU5NzVhNWVhZDU4ZmQwYzQ5YzA1MzNhZiZYLUFtei1TaWduZWRIZWFkZXJzPWhvc3QmcmVzcG9uc2UtY29udGVudC10eXBlPWltYWdlJTJGZ2lmIn0.awAruEUGVT4voFyGb4cf7QDaOH95XCgZnJ4A_X5Ttxg
Claude uses World Labs and FAL to create 3D environments, SFX, and meshes from a single image in under 5 minutes. The process involves inputting an image, specifying edit preferences, and selecting a model type, then confirming each step.

Show HN: Watch a neural net learn to play Snake

https://ppo.gradexp.xyz/og-image.png?v=7105f23
pol= — val= — ent= — gn= — kl= —