popular bookmarks generated Fri Jan 9 03:23:16 2026 UTC
-----------------------------------------
It’s hard to justify Tahoe icons @ tonsky.me
[https://tonsky.me/blog/tahoe-icons/]
2026-01-08T05:47:01Z
AddyOsmani.com - 21 Lessons From 14 Years at Google
[https://addyosmani.com/blog/21-lessons/]
2026-01-08T05:47:01Z
Claude Code On-The-Go - granda
[https://granda.org/en/2026/01/02/claude-code-on-the-go/]
2026-01-08T05:47:01Z
{claudecode remote tmux}
Opus 4.5 is going to change everything · Burke Holland
[https://burkeholland.github.io/posts/opus-4-5-change-everything/]
Three months ago I would have dismissed claims that AI could replace developers. Today, after using Claude Opus 4.5, I believe AI coding agents can absolutely replace developers.
2026-01-08T05:47:01Z
{ai-and-coding claude-code}
Databases in 2025: A Year in Review // Blog // Andy Pavlo - Carnegie Mellon University
[https://www.cs.cmu.edu/~pavlo/blog/2026/01/2025-databases-retrospective.html]
2026-01-08T05:47:01Z
{databases review interesting}
MTV REWIND - Music Television
[https://wantmymtv.vercel.app/player.html]
2026-01-08T05:47:01Z
Shipmap.org | Visualisation of Global Cargo Ships | By Kiln and UCL
[https://www.shipmap.org/]
Sustainable-ID: An incredible interactive visualisation of global shipping. by @k_i_l_n, @UCL_Energy, @ucl #dataviz
2026-01-08T05:47:01Z
{dataviz}
Icons in Menus Everywhere — Send Help
[https://blog.jim-nielsen.com/2025/icons-in-menus/]
2026-01-08T05:47:01Z
{ux apple}
A field guide to sandboxes for AI
[https://www.luiscardoso.dev/blog/sandboxes-for-ai]
While this starts with AI & agents and focuses on Linux, it's really a deep-dive into the main isolation strategies: containers, gVisor, MicroVM, and WASM.Their 3-question model for "sandboxing": Boundary("what is shared"), Policy("what can the code touch"), Lifecycle("what survives").
2026-01-08T05:47:01Z
{containers virtualization security llm 2026}
MTV REWIND - Music Television
[https://wantmymtv.vercel.app/]
2026-01-08T05:47:01Z
{music video}
Prism.Tools - Developer Utilities
[https://blgardner.github.io/prism.tools/]
Every Dev Tool You Need
Fast. Private. Free forever.
2026-01-08T05:47:01Z
{webdev utilities}
Adversis/tailsnitch: A security auditor for Tailscale configurations. Scans your tailnet for misconfigurations, overly permissive access controls, and security best practice violations.
[https://github.com/Adversis/tailsnitch]
2026-01-08T05:47:01Z
{tailscale bestpractices networking selfhosted}
WikiFlix
[https://wikiflix.toolforge.org/#/]
Wikidata has over 33 thousand items for movies that have fallen into the public domain. A fraction of these items (~1300 at the time of writing) have a video file, either at Wikimedia Commons, the Internet Archive, or YouTube.
WikiFlix is a bespoke interface to browse, search, and view these movies, and information about them, including cast members etc. It is modeled in the general theme of popular video streaming services, without trying to copy any specific one.
2026-01-08T05:47:01Z
{videos wiki public_domain}
Fav tech museums – Aresluna
[https://aresluna.org/fav-tech-museums/]
2026-01-08T05:47:01Z
{travel museum technology history}
Try to Take My Position: The Best Promotion Advice I Ever Got - AGY
[https://andrew.grahamyooll.com/blog/Try-to-Take-My-Position/]
2026-01-08T05:47:01Z
{career advice}
How the hell are you supposed to have a career in tech in 2026?
[https://www.anildash.com/2026/01/05/a-tech-career-in-2026/]
https://news.ycombinator.com/item?id=46505005
2026-01-08T05:47:01Z
{technology career programming economics philosophy culture interesting}
how I use Claude Code
[https://x.com/bcherny/status/2007179832300581177]
2026-01-08T05:47:01Z
{ai claude}
Python Numbers Every Programmer Should Know • Michael Kennedy's Thoughts on Technology
[https://mkennedy.codes/posts/python-numbers-every-programmer-should-know/]
Articles about technology and software development by Michael Kennedy
2026-01-08T05:47:01Z
{python performance}
Welcome to Gas Town. Happy New Year, and Welcome to Gas… | by Steve Yegge | Jan, 2026 | Medium
[https://steve-yegge.medium.com/welcome-to-gas-town-4f25ee16dd04]
2026-01-08T05:47:01Z
{agents claude-code}
The big regression
[https://world.hey.com/jason/the-big-regression-da7fc60d]
via Daring Fireball https://ift.tt/x1YdRlj
2026-01-08T05:47:01Z
A Website To End All Websites | Henry From Online
[https://henry.codes/writing/a-website-to-destroy-all-websites/]
2026-01-08T05:47:01Z
I switched from VSCode to Zed
[https://tenthousandmeters.com/blog/i-switched-from-vscode-to-zed/]
2026-01-08T05:47:01Z
{editor zed}
Web Check
[https://web-check.xyz/]
2026-01-08T05:47:01Z
{scan test website owasp}
Debunking the AI food delivery hoax that fooled Reddit
[https://www.platformer.news/fake-uber-eats-whisleblower-hoax-debunked/]
2026-01-08T05:47:01Z
{llm deceit}
Who’s who at X, the deepfake porn site formerly known as Twitter
[https://www.ft.com/content/ad94db4c-95a0-4c65-bd8d-3b43e1251091?accessToken=zwAGR7kzep9gkdOtlNtMlaBMZdO9jTtD4SUQkQ.MEYCIQCdZajuC9uga-d9b5Z1t0HI2BIcnkVoq98loextLRpCTgIhAPL3rW72aTHBNL_lS7s1ONpM2vBgNlBNHDBeGbHkPkZj&sharetype=gift&token=a7473827-0799-4064-9008-bf22b3c99711]
2026-01-08T05:47:01Z
{twitter musk}
enclose.horse
[https://enclose.horse/]
https://github.com/langarus/enclosure.horse-solution
2026-01-08T05:47:01Z
{games}
huseyinbabal/taws: Terminal UI for AWS (taws) - A terminal-based AWS resource viewer and manager
[https://github.com/huseyinbabal/taws]
2026-01-08T05:47:01Z
{aws taws terminal}
Patient and detailed explanation of the Tahoe UX screwup.
[https://eclecticlight.co/2025/12/28/last-year-on-my-mac-look-back-in-disbelief/]
Apple is lost.
2026-01-08T05:47:01Z
{s}
www.paulgraham.com
[https://www.paulgraham.com/greatwork.html]
If you collected lists of techniques for doing great work in a lot of different fields, what would the intersection look like? I decided to find out by making it. Partly my goal was to create a guide that could be used by someone working in any field. via Pocket
2026-01-08T05:47:01Z
{IFTTT Pocket}
Radar #16: Week of 01/05/2026
[https://loworbitsecurity.com/radar/radar16/]
2026-01-08T05:47:01Z
{venezuela}
Paper Shaders – Ultra-fast zero-dependency shaders
[https://shaders.paper.design/]
2026-01-08T05:47:01Z
IT Tools - Handy online tools for developers
[https://it-tools.tech/]
Collection of handy online tools for developers, with great UX. IT Tools is a free and open-source collection of handy online tools for developers & people working in IT.
2026-01-08T05:47:01Z
The creator of Claude Code just revealed his workflow, and developers are losing their minds | VentureBeat
[https://venturebeat.com/technology/the-creator-of-claude-code-just-revealed-his-workflow-and-developers-are]
2026-01-08T05:47:01Z
{GenAI code}
How Browsers Work
[https://howbrowserswork.com/]
2026-01-08T05:47:01Z
{design}
Gadgets For People Who Don't Trust The Government - YouTube
[https://www.youtube.com/watch?v=W_F4rEaRduk]
"Kick off the new year by ripping data from weather satellites and talking to your friends through a lawn light. Timestamps:0:00 - Intro2:58 - Meshtastic Solar Light10:44 - Flock Safety Detector13:55 - Anarchism (Taborites)15:30 - Weather Satellite Ripper21:58 - Anarchism (Zapatistas)27:03 - Stingray Detector31:40 - Failed Spotify Alternative35:17 - Anarchism (Goonan v Dempsey)"
2026-01-08T05:47:01Z
{anarchism anarchy bennjordan 2025 technology flock zapatistas taborites goonanvdempsey authority resistance markzuckerberg hierarchy institutions messaging meshtastic meshcore caseyrobertgoonan surveillance anarchocommunism tábor janhus weather noaa nationalweatherservice ezln nafta mexico zapatismo communityjustice chiapas indigeneity indigenous horizontality mutualaid caseygoonan daviddempsey}
Offpunk, an offline-first command-line browser
[https://offpunk.net/]
2026-01-08T05:47:01Z
{warelogging software via-thcipriani browser web terminal}
Daring Fireball: 'The Big Regression'
[https://daringfireball.net/linked/2026/01/06/the-big-regression]
"The guiding principle when creating computerized versions of analog systems ought to be “First, do no harm.” Everything should be as easy, obvious, reliable, and intuitive as in the old system. Only add to that what doesn’t introduce any regressions on those fronts."
2026-01-08T05:47:01Z
{software usability ui}
Quake Brutalist Jam III
[https://www.slipseer.com/index.php?resources/quake-brutalist-jam-iii.549/]
Quake Brutalist Jam III is a megalithic community project more than a year in the making. It features an entirely new arsenal, a set of new monsters, new powerups, and a complete visual overhaul of Quake's existing roster. The community came out in force, producing an unprecedented 77 maps, pushing the limits of the Quake engine to bring the oppressive, gritty, and beautiful aesthetic of brutalism to life.
2026-01-08T05:47:01Z
{games quake mods maps}
Xteink X4
[https://www.xteink.com/products/xteink-x4]
2026-01-08T05:47:01Z
Pluralistic: The Post-American Internet (01 Jan 2026) – Pluralistic: Daily links from Cory Doctorow
[https://pluralistic.net/2026/01/01/39c3/]
2026-01-08T05:47:01Z
GitHub - steveyegge/gastown: Gas Town - multi-agent workspace manager
[https://github.com/steveyegge/gastown]
2026-01-08T05:47:01Z
If a Tree Falls, by Rosa Lyster
[https://harpers.org/archive/2026/01/if-a-tree-falls-rosa-lyster-sycamore-gap/]
What is a person actually guilty of when they cut down a famous tree for no reason that anyone can name, other than malice? What is the nature of the injury? Who are the victims? What is the appropriate punishment?
It often felt as if the most important question in the courtroom was not whether Graham and Carruthers had done it but whether they—or anyone—understood what it was that they had done. There was a kind of collective effort to affirm that something terrible had happened, much worse than ordinary criminal damage. (Even Graham’s lawyer referred to the “Sycamore Gap tree murderer.”) How else to account for the ferocity of the public indignation? It may have been easier to establish that something very grave had taken place if anyone had been able to agree on the financial value of the sycamore, but it turned out that CAVAT was not the appropriate instrument for measuring its worth. CAVAT is used by local governments when setting their tree budgets for the year; it calculates the value of urban trees by assessing factors like visibility (how many people walk under a tree per day, how many people see it from their bedroom windows) and the amount of shade they provide. It doesn’t work for one standing by itself in the middle of nowhere.....
“Six days into this trial, which has absorbed so much publicity, so much excitement, so much attention, and he said”—pointing at Carruthers—“it was just a tree.”
In strictly legal terms, of course, it did not matter what Carruthers thought it was. His opinions about what it represented were not evidence that he had cut it down. They had no bearing at all on the matter of his guilt, as his lawyer tried in vain to remind the jury during his closing argument: “This case is not about the emotions we all feel at the loss of that tree. It’s not about public outrage. It’s about evidence.” Nobody was buying this. Criminal damage was the charge, but public emotion and outrage were what the case was about, and everybody in the courtroom knew it. The question of what the sycamore represented was precisely the reason we were there....
In Augustine’s Confessions, interfering with a special tree is a metaphor for sin itself. He recounts stealing pears from a neighbor’s tree, just for the pleasure of doing wrong: “For, having plucked them, I threw them away, my sole gratification in them being my own sin, which I was pleased to enjoy.” The enjoyment, he says, “was not in those pears, it was in the crime itself, which the company of my fellow-sinners produced.”
Biblically speaking, unsanctioned action regarding a tree is where all the trouble began. I am ashamed to admit that it took me two whole days in court before I registered that one of the defendants was named Adam. You could argue very easily, in fact, that the foundational question of Judeo-Christian thought is “Why did they have to do that to that tree?” Adam and Eve knew what they were doing, of course. They knew that the tree was sacred, that they were not supposed to mess with it on any account, but they did it anyway, because such is the nature of temptation.
There is something primal about the idea of extreme punishment being visited on those who tamper with special trees. In The White Goddess, Robert Graves claims that in medieval Ireland, the penalty for cutting down a sacred tree was death. He says also that “poetry itself declines” and “the sanctity of the grove is annulled” when the value of illegally felled trees can be expressed in terms of cash compensation, rather than in terms of people being executed or perhaps ripped apart by wild dogs.
2026-01-08T05:47:01Z
{trees tree_law}
Handy
[https://handy.computer/]
Handy is a cross platform, open-source, speech-to-text application for your computer
2026-01-08T05:47:01Z
{local apps recognition speech awesome tools}
The creator of Claude Code's Claude setup | Hacker News
[https://news.ycombinator.com/item?id=46470017]
2026-01-08T05:47:01Z
{claude hacker-news}
LLM problems observed in humans
[https://embd.cc/llm-problems-observed-in-humans]
2026-01-08T05:47:01Z
{llm blogs year:2026 ai}
A4 Paper Stories - Susam Pal
[https://susam.net/a4-paper-stories.html]
2026-01-08T05:47:01Z
{math mathematics standardization measurement quantification print paper}
opencode
[https://opencode.ai/]
2026-01-08T05:47:01Z
{llm TOOLS editors coding tui terminal cli}
abetusk/neatocal: A single page printable calendar
[https://github.com/abetusk/neatocal?tab=readme-ov-file]
2026-01-08T05:47:01Z
{calendar print}
The Unbearable Joy of Sitting Alone in A Café | Candost's Blog
[https://candost.blog/the-unbearable-joy-of-sitting-alone-in-a-cafe/]
2026-01-08T05:47:01Z
A Guide to Claude Code 2.0 and getting better at using coding agents | sankalp's blog
[https://sankalp.bearblog.dev/my-experience-with-claude-code-20-and-how-to-get-better-at-using-coding-agents/]
2026-01-08T05:47:01Z
{claude ai code}
Eat Real Food
[https://realfood.gov/]
2026-01-08T05:47:01Z
{health food}
I switched from VSCode to Zed | Hacker News
[https://news.ycombinator.com/item?id=46498735]
We maintain a single VS Code setting that allows you to opt out of the AI features provided in VS Code: "chat.disableAIFeatures" (see also: https://code.visualstudio.com/updates/v1_104#_hide-and-disab...). If you can still find AI features appearing after you have configured this setting, then please report an issue at https://github.com/microsoft/vscode and we are happy to take a look.
It is possible that from time to time a new AI related feature slips in that does not respect that setting, but we try our best to push fixes as soon as possible.
2026-01-08T05:47:01Z
{vscode ai}
The rise of industrial software | Chris Loy
[https://chrisloy.dev/post/2025/12/30/the-rise-of-industrial-software]
2026-01-08T05:47:01Z
Claude Code is about so much more than coding
[https://www.transformernews.ai/p/claude-code-is-about-so-much-more]
2026-01-08T05:47:01Z
{GenAI code AI.agent}
https://annas-archive.li
[https://annas-archive.li/]
2026-01-08T05:47:01Z
Anna's Archive Loses .Org Domain After Surprise Suspension * TorrentFreak
[https://torrentfreak.com/annas-archive-loses-org-domain-after-surprise-suspension/]
Anna’s Archive is a meta-search engine for shadow libraries that allows users to find pirated books and other related sources.The site launched in the fall of 2022, just days after Z-Library was targeted in a U.S. criminal crackdown, to ensure continued availability of ‘free’ books and articles to the broader public.The site also actively provides assistance to AI researchers who want to use its library for model training. More recently, Anna’s Archive announced it had created a massive 300TB backup of Spotify, which it is slowly releasing to the public at large.
2026-01-08T05:47:01Z
{XDN Tech}
Tasker - Automate Anything with AI | Browser Automation Made Simple
[https://automatewithtasker.com/]
Tasker is a free, open-source AI-powered desktop app that automates any website. Record workflows or describe them in plain English. AI handles the rest. Download for Windows, Mac, and Linux.
2026-01-08T05:47:01Z
{automation}
AI hampered productivity of software developers, despite expectations it would boost efficiency | Fortune
[https://fortune.com/article/does-ai-increase-workplace-productivity-experiment-software-developers-task-took-longer/]
2026-01-08T05:47:01Z
{AI productivity}
a world brought together as one - tofuflower - Heated Rivalry (TV) [Archive of Our Own]
[https://archiveofourown.org/works/76051731]
Being a beta has always meant safety for Shane Hollander. No expectations, no instincts, no distractions from hockey.Unfortunately, he meets Ilya Rozanov.
2026-01-08T05:47:01Z
{fic 10k-25k heated-rivalry shane/ilya abo nc17 miscommunication}
Its Hover
[https://www.itshover.com/]
Animated icons that move with intent.
2026-01-08T05:47:01Z
AddyOsmani.com - The Next Two Years of Software Engineering
[https://addyosmani.com/blog/next-two-years/]
Exploring five critical questions shaping software engineering through 2026, with contrasting scenarios for each. These lenses help prepare for the evolving ...
2026-01-08T05:47:01Z
{programming career essay ai}
ReliCSS - Web Interface
[https://www.alwaystwisted.com/relicss/]
Remove obsolete CSS
2026-01-08T05:47:01Z
{css tools}
How uv got so fast | Andrew Nesbitt
[https://nesbitt.io/2025/12/26/how-uv-got-so-fast.html]
2026-01-08T05:47:01Z
{python rust best-practices foss software performance}
GitHub - ChrisWiles/claude-code-showcase: Comprehensive Claude Code project configuration example with hooks, skills, agents, commands, and GitHub Actions workflows
[https://github.com/ChrisWiles/claude-code-showcase]
2026-01-08T05:47:01Z
{claude github}
GitHub - abetusk/neatocal: A single page printable calendar
[https://github.com/abetusk/neatocal]
bjtitus starred abetusk/neatocal
2026-01-08T05:47:01Z
{from:ifttt github}
Trekorama!
[https://mijofr.github.io/st-panorama/]
360° Panorama images from many Star Trek Sets
2026-01-08T05:47:01Z
{StarTrek}
Boris Cherny (@bcherny): "I'm Boris and I created Claude Code. Lots of people have asked how I use Claude Code, so I wanted to show off my setup a bit. My setup might be surprisingly vanilla! Claude Code works great out of the box, so I personally don't c
[https://xcancel.com/bcherny/status/2007179832300581177]
2026-01-08T05:47:01Z
{ai claude development}
Anti-Aging Injection Regrows Knee Cartilage and Prevents Arthritis
[https://scitechdaily.com/anti-aging-injection-regrows-knee-cartilage-and-prevents-arthritis/]
A treatment that blocks an age-related protein restored cartilage in aging and injured joints by reprogramming existing cells rather than using stem cells. Researchers at Stanford Medicine report that blocking a protein linked to aging can restore cartilage that naturally wears away in the knees
2026-01-08T05:47:01Z
When Good Actors Can Trust Each Other, Great Things Happen
[https://elbowgreasegames.substack.com/p/when-good-actors-can-trust-each-other]
2026-01-08T05:47:01Z
{investment silicon-valley}
Murder-suicide case shows OpenAI selectively hides data after users die - Ars Technica
[https://arstechnica.com/tech-policy/2025/12/openai-refuses-to-say-where-chatgpt-logs-go-when-users-die/]
2026-01-08T05:47:01Z
{AI_madness yes_madness}
The Case for Blogging in the Ruins
[https://www.joanwestenberg.com/the-case-for-blogging-in-the-ruins/]
2026-01-08T05:47:01Z
Functors, Applicatives, and Monads: The Scary Words You Already Understand · cekrem.github.io
[https://cekrem.github.io/posts/functors-applicatives-monads-elm/]
2026-01-08T05:47:01Z
Happy - Claude Code Mobile Client
[https://happy.engineering/]
2026-01-08T05:47:01Z
{llm llm-claude-code open-source}
rberg27/doom-coding: A guide for how to use your smartphone to code anywhere at anytime.
[https://github.com/rberg27/doom-coding]
2026-01-08T05:47:01Z
{programming AI funny}
When Two Filmmakers Make the Same Movie — and One of Them Is Werner Herzog | Open Culture
[https://www.openculture.com/2026/01/when-two-filmmakers-make-the-same-movie-and-one-of-them-is-werner-herzog.html]
The truth is that Werner Herzog may be uniquely well placed to appreciate not just the fearsomely enrapturing object of the Kraffts’ obsession, but also the driving passion, and flashes of ridiculousness, in the Kraffts themselves — who were, after all, fellow soldiers of cinema.
2026-01-08T05:47:01Z
{filmmaking}
Notes on sandboxing untrusted code - why Python can't be sandboxed, comparing Firecracker/gVisor/WASM approaches
[https://gist.github.com/mavdol/2c68acb408686f1e038bf89e5705b28c]
2026-01-08T05:47:01Z
{python sandbox security}
TermsTooLong - Understand Privacy & Legal Terms
[https://www.termstoolong.com/]
2026-01-08T05:47:01Z
{legal compliance}
makeloops.online - Create Music Loops in Your Browser
[https://makeloops.online/]
* https://news.ycombinator.com/item?id=46502148
2026-01-08T05:47:01Z
{audio music}
Show HN: Prism.Tools – Free and privacy-focused developer utilities | Hacker News
[https://news.ycombinator.com/item?id=46511469]
2026-01-08T05:47:01Z
{tools}
The Obvious, the Easy, and the Possible
[https://world.hey.com/jason/the-obvious-the-easy-and-the-possible-2e11a3fb]
2026-01-08T05:47:01Z
{product software business}
Featherbase
[https://www.featherbase.info/zh/home]
2026-01-08T05:47:01Z
{reference birds}
Introducing LFM2.5: The Next Generation of On-Device AI | Liquid AI
[https://www.liquid.ai/blog/introducing-lfm2-5-the-next-generation-of-on-device-ai]
2026-01-08T05:47:01Z
{llm ai edge}
Home | Immich
[https://immich.app/]
"High performance self-hosted photo and video backup solution directly from your mobile phone"
2026-01-08T05:47:01Z
{photos backup selfhosted}
I/O is no longer the bottleneck?
[https://stoppels.ch/2022/11/27/io-is-no-longer-the-bottleneck.html]
2026-01-08T05:47:01Z
Open Source Mapping for News: Reuters — Scott Reinhard Maps
[https://scottreinhardmaps.com/blogs/custom-mapping-projects/custom-reuters-open-source-mapping]
2026-01-08T05:47:01Z
{maps mapping}
Overview - Agent Skills
[https://agentskills.io/home]
2026-01-08T05:47:01Z
{agents skills anthropic llm}
AGI is here (and I feel fine)
[https://www.robinsloan.com/winter-garden/agi-is-here/]
2026-01-08T05:47:01Z
{ai}
动态图标 | 悬停效果
[https://www.itshover.com/icons]
2026-01-08T05:47:01Z
{动态表情}
Tenderlove Making - Can Bundler Be as Fast as uv?
[https://tenderlovemaking.com/2025/12/29/can-bundler-be-as-fast-as-uv/]
2026-01-08T05:47:01Z
{python tool packaging dependencies}
In a national emergency, Canada does not have a moment to lose - The Globe and Mail Editorial Board
[https://www.theglobeandmail.com/opinion/editorials/article-in-a-national-emergency-canada-does-not-have-a-moment-to-lose/]
2026-01-08T05:47:01Z
{oil tarsands alberta pipelines arctic military}
[2512.24999] Basic Inequalities for First-Order Optimization with Applications to Statistical Risk Analysis
[https://arxiv.org/abs/2512.24999]
We introduce \textit{basic inequalities} for first-order iterative optimization algorithms, forming a simple and versatile framework that connects implicit and explicit regularization. While related inequalities appear in the literature, we isolate and highlight a specific form and develop it as a well-rounded tool for statistical analysis. Let $f$ denote the objective function to be optimized. Given a first-order iterative algorithm initialized at $\theta_0$ with current iterate $\theta_T$, the basic inequality upper bounds $f(\theta_T)-f(z)$ for any reference point $z$ in terms of the accumulated step sizes and the distances between $\theta_0$, $\theta_T$, and $z$. The bound translates the number of iterations into an effective regularization coefficient in the loss function. We demonstrate this framework through analyses of training dynamics and prediction risk bounds. In addition to revisiting and refining known results on gradient descent, we provide new results for mirror descent with Bregman divergence projection, for generalized linear models trained by gradient descent and exponentiated gradient descent, and for randomized predictors. We illustrate and supplement these theoretical findings with experiments on generalized linear models.
2026-01-08T05:47:01Z
{papers to-read statistics statistical-learning optimization}
Flow84, the Smoothest Mechanical Keyboard
[https://www.lofree.co/products/lofree-flow-the-smoothest-mechanical-keyboard]
2026-01-08T05:47:01Z
{keyboard dhh low profile}
Doha Delcy autocoup
[https://www.miamiherald.com/news/nation-world/world/americas/venezuela/article312516272.html]
2026-01-08T05:47:01Z
C Is Best | Hacker News
[https://news.ycombinator.com/item?id=46511470]
2026-01-08T05:47:01Z
{c sqlite programming performance}
kepano/obsidian-skills: Claude Skills for Obsidian
[https://github.com/kepano/obsidian-skills]
2026-01-08T05:47:01Z
{ai coding obsidian claude}
4 CSS Features Every Front-End Developer Should Know In 2026 · January 7, 2026
[https://nerdy.dev/4-css-features-every-front-end-developer-should-know-in-2026]
2026-01-08T05:47:01Z
{#webdev css}
How LEGO made its new Smart Bricks
[https://www.lego.com/en-us/smart-play/article/innovation]
2026-01-08T05:47:01Z
{lego Technology viaSwampers}
(1104) Ex-Google Recruiter Explains Why "Lying" Gets You Hired - YouTube
[https://www.youtube.com/watch?v=T__1QViXUxk]
2026-01-08T05:47:01Z
{jobsearch}
Decorative Cryptography | Chris Fenner’s Personal Blog
[https://www.dlp.rip/decorative-cryptography]
2026-01-08T05:47:01Z
Untitled (https://carbon.now.sh/)
[https://carbon.now.sh/]
Carbon - Create and share beautiful images of your source code.
2026-01-08T05:47:01Z