You ran a successful campaign to find 15 more paying members of Not-Ship. You're now taking a break from writing "pay if you love this work" emails after two weeks.
Reliable agents need deterministic control flow encoded in software, not elaborate prompt chains. Deterministic scaffolds and aggressive error detection are necessary for reliable systems prone to silent failure.
Researchers developed Natural Language Autoencoders (NLAs) to understand AI model activations by converting them into human-readable text. NLAs help improve AI safety and reliability by revealing internal thoughts and motivations.
AlphaEvolve is a system that optimizes AI and hardware design, achieving breakthroughs in efficiency and speed. It has been used by various companies to solve complex problems, including optimizing transformer models, computational lithography, and routing challenges.
ds4.c is a native inference engine for DeepSeek V4 Flash, a large language model with unique characteristics that make it suitable for local inference on high-end personal machines. The engine provides a Metal-only implementation with a KV cache that allows for long-context inference and persistence, and is designed to work with the DeepSeek V4 Flash GGUFs.
The author is frustrated with the internet being overrun with AI-generated content that adds no value to communities. They argue that sharing low-quality AI work can be detrimental to communities and stifle organic growth.
The Pathways to Choice programme in northern Nigeria delayed girls' marriage by 80% and increased school attendance by 70 percentage points. This multipronged intervention had a net return of $1,627 per $1,000 invested and a benefit-cost ratio of 2.41.
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The author, a former Costco skeptic, has become a member and is embracing the Costco lifestyle, finding comfort in its familiarity and convenience. He reflects on the diverse people and experiences within Costco, where every phase of life can be shopped for.
PySimpleGUI version 6 is released with new features and bug fixes, replacing version 5. The project is now open source and available on GitHub and PyPI.
A few cats machines are coming to the uk. <deraadt' paid for that too - don't know how long i can get it from the uk ;-) on february 12th, gareth simpson of simtec sent an email which apologized for some mistakes in the board configurations, due to them having been prepared quite hastily. 2) one of the boards was incorrect
A family's streaming subscription was unexpectedly deactivated due to a credit card expiration issue. The problem was resolved after un-linking and re-linking the accounts, revealing a delayed and repeatable failure mode in the system's asynchronous workflow.
Message-ID: <afzgS2SCWNcZU3vU@v4bel> Date: Fri, 8 May 2026 03:56:11 +0900 From: Hyunwoo Kim <[email protected]> To: [email protected] Cc: [email protected] Subject: Dirty Frag: Universal Linux LPE Hi, This is a report on "Dirty Frag", a universal LPE that allows obtaining root privileges on all major distributions. This vulnerability has a similar impact to ...
RaTeX is a Rust-based math rendering engine that ships SDKs for various platforms and supports chemistry and units. It offers predictable timing and avoids browser stacks for mobile UIs and servers.
The US Library of Congress recommends SQLite, XML, JSON, and CSV as storage formats for datasets due to their high chance of survival and accessibility. These formats are chosen based on disclosure, adoption, transparency, external dependencies, patent impact, and technical protection mechanisms.
Motherboard sales are collapsing due to AI shortages and chipmakers prioritizing AI processor production, leading to a 33% decrease in Asus sales and a 28% contraction in the overall motherboard market. PC builders are holding off upgrades, causing motherboard manufacturers to revise sales targets downward and offer discounts on combos to clear inventory.
This document extends the MOQT Streaming Format by registering the 'm2ts' packaging value for carrying MPEG-2 Transport Stream packets over Media Over QUIC Transport. It defines catalog fields for transport-stream track description and receiver behavior for joining and validating packetized streams.
Some time ago I saw this effect implemented by Romain Durand on a social media post where the penumbra regions of a light’s shadows would get additional color, known as Colored Penumbra or Colored Shadow Terminator. I really liked the effect and took a stab at it, and now I’m making it available. If you’re curious this Medium article by Shahriar Shahrabi goes through some of the theory. ...
The user printed out 5 blogs, including Paul Graham's essays, Marginal Revolution, Max Hodak's blog, guzey.com, and their own blog, using a home printer and manual formatting. They used a combination of automated and manual methods to select and format the content.
A viewer for reviewing local code changes in small individual chapters. Works with any AI agent. - ReviewStage/stage-cli
0
2026-05-07 12:52:31 UTC
ycombinator.com
Llama
We're a YC-backed startup building AI agents to automate investment fundraising, seeking a backend engineer to own our metadata-enriched database. The role involves building autonomous systems, collaborating with ICs, and working with a team of A-player technologists.
Philip Su's recent post argues that code reviews are not just impractical in the age of coding agents, they're headed toward being irresponsible. He's right on trend. But I think the framing of "lights-out codebases" skips over the more interesting and uncomfortable question: why does lights-out feel so scary, and what does that fear actually tell us? The answer, I think, ...
The user built an app called OurCar to help their family share a car, solving issues like gas bill splitting and car location tracking. The app was built using Flutter and Pocketbase, and while it was a successful prototype, it never reached a 1.0 release due to the family's relocation and lack of interest from other users.
TRUST is a retro Rust IDE inspired by classic DOS environments, allowing file saving with F2 or Ctrl+S. It's an independent nostalgia project with features like project creation and compiler output display.
Cloudflare's Security and Engineering teams quickly assessed and mitigated the "Copy Fail" Linux kernel vulnerability, ensuring no customer data was at risk and no services were disrupted. The team used existing behavioral detections, bpf-lsm, and eBPF tracing to identify and block the exploit, with all machines in the fleet protected within hours.
This is a TI-83 Plus BASIC programming tutorial for beginners, covering topics such as DISP, OUTPUT, LBL/GOTO, END/PAUSE, MENU, INPUT/PROMPT, and more, with examples and exercises to practice programming skills. The tutorial also covers advanced topics like FOR, WHILE, IF, THEN, ELSE, OR, STRINGS, GETKEY, RAND, RANDINT, iPART, and fPART, as well as drawing functions like CLRDRAW, TEXT, LINE, ...
Brazil's Pix payment system has surpassed Visa and Mastercard in transaction volume, but faces a US-led commercial investigation into anti-competitive practices. The Brazilian government defends Pix, calling it a "national treasure" and enhancing its functionalities to promote competition.
Zyphra's ZAYA1-8B model performs well on math benchmarks with less than 1 billion active parameters, trained on AMD hardware. It's a reasoning and math specialist, outperforming larger models on certain tasks with the help of a custom inference method called Markovian RSA.
Researchers created ProgramBench to evaluate software engineering agents' ability to develop software holistically. Agents struggled to fully resolve tasks, favoring monolithic implementations that differ from human-written code.