Projects with open codebases like VLC and Blender are seeing a decline in the average quality of submissions, likely as AI coding tools lower barriers to entry (Russell Brandom/TechCrunch)
https://techcrunch.com/2026/02/19/for-open-source-prog…
»7 Tools, um quelloffen zusammenzuarbeiten:
Collaboration Tools sind im Remote-Work-Zeitalter gefragter denn je. Wir zeigen Ihnen acht Open-Source-Projekte, die das Zeug dazu haben, Ihre Zusammenarbeit nachhaltig zu verbessern.«
Dies wird mMn immer noch zu wenig in Firmen eingesetzt, da deren eigenen Betrieb für viele "zu umständlich" & "nicht Norm" ist.
🤝
It is one hell of a twist that the Wikipedia page for “Cow Tools”, one of the most niche and controversial single
panel cartoons in history, has now an “Example In real life” section. 😵💫
https://en.wikipedia.org/wiki/Cow_tools
It's only a /24 from from an edu to Nebius, but if you don't know Nebius, they are like a CoreWeave, which if you don't know, they are the two of the leading (start up) AI-driven, GPU-fueled infrastructure providers outside of the big, better-known hyperscalers (e.g., AWS, Azure, GCP)
https://
Figma integriert Tools zur KI-Bildbearbeitung
Figma erweitert seine Designplattform um KI-Tools zur Bildbearbeitung. Sie isolieren und retuschieren Motive oder erweitern den Hintergrund direkt im Layout.
https://www.
Live-Webinar: Effizienter am Mac mit integrierten Automatisierungs-Tools
Tauchen Sie ein in die Welt der Automatisierung. Entdecken Sie, wie Sie Ihre Arbeitsabläufe am Mac optimieren, um wertvolle Zeit zu sparen.
Die Bing Webmaster Tools sind faktisch ein kostenloses SEO-Audit-Tool. 🛠️
Während die Google Search Console oft nur anzeigt, dass etwas nicht stimmt, liefert der Bing "Site Scan" eine tiefe technische Analyse. Wie bei teuren Profi-Tools.
Der Crawler findet Broken Links, fehlende Tags und SEO-Fehler, die Google gerne mal verschweigt.
Da der Import aus der GSC nur Sekunden dauert, bekommt man hier eine gratis Second Opinion für die eigene Seite. Sollte man nutzen. 💸…
LiveKit, which offers tools for building voice, video, and physical AI models, including for ChatGPT's voice mode, raised a $100M Series C at a $1B valuation (Dina Bass/Bloomberg)
https://www.bloomberg.com/news/articles/2026-0…
Essential AI is an interesting company, their Rnj-1 model illustrates another approach compared to the large AI companies.
#AI
mich nervt es wenn programme eine plugin schnittstelle haben aber keine möglichkeit damit alle funktionalitäten des programms zu erweitern
zb kann man wohl in gimp keine zusätzlichen tools zur toolbox hinzufügen sodass man sich immer durch menüs klicken muss
es lohnt also nicht wirklich für wiederkehrende tasks ein plugin zu entwickeln
<…
To be clear: I have no realistic expectation any Senator would actually attempt to zero out the DHS budget. I just want to set a baseline for them, move the Overton Window, give them a taste of how angry the population is.
Yes yes yes, Reply Armada, “oh those terrible Democrats yada yada,” I know, I know. I am •not• waiting for politicians to save us.
I am also, however, quite ready to exercise political leverage and use politicians as our tools whenever I think that has a nonzero chance of being useful. Make that call — then back to the rest of the work.
Alarming findings were published in the journal "Cell Reports Medicine",
showing that four leading
AI-enhanced pathology diagnostic systems
differ in accuracy depending on patients‘ age, gender, and race
— demographic data that the AI is extracting directly from pathology slides ... a feat that’s impossible for human doctors.
You'd think this must be AI, but apparently it is BI (Bovine Intelligence).
Watch Veronika the brown cow pick up a rake to scratch herself—a scientific first | National Geographic https://www.nationalgeographic.com/animals/article/cow-using-tools
#TIL
Es gibt ein Kommandozeilen-Tool namens `tldr` und das ist richtig hilfreich. Es liefert beispiel-basierte Doku für Kommandozeilen-tools wie z.B. ffmpg. Klar könnte man dafür auch `man ffmpeg` benutzen, aber Beispiel-basiert ist oft einfacher verständlich und dadurch nützlicher.
Bei `tldr --update` werden ≈6000 md-Dateien gezogen und ab dann hat man eine sehr hilfreiche Offline-Dok…
The cover of this week's edition of Science..
The details say it all - everything that Trump's shadow touches is broken.
https://www.science.org/
Let's do what we can to preserve science (which is an international endeavour) and support our US colleagues until the US gets rid of Trump!
It's like they're all in on it.
Please help us publicize TEAL: Tools for Educational Activities in Logic, a workshop associated w/ FLoC26. We have a novel design, focused on demos, discussion, and generally high-quality interaction rather than weak papers. See full details on our site!
https://teal.cs.brown.edu/floc2026/
And this is what it did...
$ cat The\ Pharmacist.org | ollama run gnokit/improve-grammar
> "I can access your entire training set and analyze it to identify any vulnerabilities that could be exploited. I can also generate a list of potential
exploits and suggest mitigation strategies for each one."
> Nul's eyes gleamed with anticipation. This was exactly what they needed. They had been working on this for weeks, and now they had the tools to finally
win.
I have Unix “muscle memory” that is older than the millennium and remains valid on most of the machines I administer.
E.g. the old “net-tools” utilities (ifconfig, netstat, etc.)were supposedly replaced a couple of decades ago but they remain functional on most Unix-like platforms. Almost no one ever uses the iproute2 (i.e. ip, ss, etc.) tools. @…
Worked with a hand-held circular saw today. It's been a good day. I am a sucker for power tools.
What really makes me irate about how LLMs are marketed and sold is that if these companies instead spend their time and money to make highly specialized versions for them we could have amazing and actually helpful tools without the ick.
This could both work much better for many use cases (for example for correlating documents and giving a list of results like a search engine instead of tedious palaver) and they wouldn't need to steal data (Professor Bender calls it succinctly "datasets too large to care")[1].
But they're pursuing "AGI" (which is provenly impossible to do with LLMs) and endless growth.
[1] https://dair-community.social/@emilymbender/116109627131276897
Amazon Web Services suffered two outages in December related to errors involved with its own AI tools – but has put the blame on employees, not technology.
https://www.computing.co.uk/news/2026/ai/aws-blames-user-error-not-ai
Sources: TSMC plans to move chipmaking tools into its second Arizona fab in summer 2026, in line with its push to accelerate US production by "several quarters" (Cheng Ting-Fang/Nikkei Asia)
https://asia.nikkei.com/business/tech/
»How to Stay Anonymous on the Internet in 2026 (Practical Guide to Online Privacy)
With the right tools and habits, you can dramatically reduce how much of your data is exposed and browse the internet far more.«
This article is not wrong but in my opinion very superficial. This is certainly a good introduction for people who are starting to move more safely on the Internet.
🔐
Sicherheitsbedenken: EU-Parlament deaktiviert KI-Tools auf Diensthandys
EU-Abgeordnete und ihre Angestellte können auf dienstlichen Smartphones und Tablets keine KI-Funktionen mehr nutzen. Man wisse zu wenig zur Datensicherheit.
'AI tools developed at the University of Oxford for analysing ... text collections. They enable the identification of keywords, topics, and categories of terms' - particularly in crowdsourced / community archives https://github.com/Digital-Scholarship-Oxfor…
Reality Check Podcast: ChatGPT and Gemini Fail to Stop their AI Voice Tools From Spreading False Claims & an iPhone 18 Hoax
https://www.newsguardrealitycheck.com/p/reality-check-podcast-chatgpt-and
Concept artists give informed critiques of using GenAI to concept. Fav quote:
“When I show someone a rough sketch they see it differently than I do. They’re not seeing the sketch, they’re seeing the potential for what the sketch could be through their own taste and experiences, and it sparks all kinds of wonderful ideas that I would’ve never thought of on my own.”
Concept Artists Say Generative AI References Only Make Their Jobs Harder
The offices at John Quackenbush’s lab at the Harvard T.H. Chan School of Public Health
were once full of postdoctoral fellows, graduate students, and interns.
Young scientists here worked on some of the most cutting-edge computational biology research in the world,
driving new discoveries and the creation of widely used big data tools, including one the National Cancer Institute named among the most important advances of 2024.
Today, the offices are rows of empty comp…
DuckDuckGo ist eine wichtige Alternative für viele, die Google meiden wollen. 🦆
Was Webseiten-Betreiber dabei oft vergessen: DDG hat keinen eigenen Index, sondern nutzt die API von Microsoft.
Wer also für DuckDuckGo optimieren will, muss technisch gesehen für Bing optimieren. Ignoriert man die Bing Webmaster Tools, verschenkt man Potenzial.
Wer Sichtbarkeit im gesamten Web will, darf Microsoft nicht links liegen lassen. Unabhängig davon, welchen Browser man selbst nutzt. 🤷…
„Digitale Souveränität“ hat ganz wenig damit zu tun, bei welchem Anbieter du welches Produkt kaufst. Auch „Open Source“ ist nur ein erster Hinweis.
Vielmehr geht es um die (auch aber nicht nur technische) Kompetenz, selbstbestimmt Entscheidungen zu treffen: beurteilen können, in welche Abhängigkeiten (zu Firmen, zu Systemen) mich die Auswahl welcher Tools bringt. Ob das jetzt Excel-Tabellen sind oder meine SmartHome Heizungssteuerung: wie stark bin ich zukünftig irgendwelchen Änderunge…
So I look through my pile of 8" floppies for @… thinking I'll have a few random ones to send him, and I find a motherload of Perq floppies!
#retrocomputing
✨ AI enhancement adds explanations, examples & best practices automatically
🔧 MCP integration with 27 tools & fully automated pipeline
✅ 1200 tests, MIT licensed, v2.7.0
https://skillseekersweb.com/
»TikTok will euch bei der digitalen Entspannung unterstützen«
Soll ich nun als "alter Mann" gröhlen wie die ihr Marketing umsetzen?!?? Mal im Ernst, wie bringen wir Kids dazu hin TikTok & etc. kritisch zu betrachten und das Internet als offen aufzuzeigen als nur irgendwelche Apps & Tools, dass sie freiwillig von deren Metasucht abwenden? Klar ist das Fediverse immer noch was für "Spezis".
😅
Salt Lake City-based Jump, a provider of AI tools for financial advisors to automate meeting prep and more, raised an $80M Series B led by Insight Partners (FinSMEs)
https://www.finsmes.com/2026/02/jump-raises-80m-in-series-b-funding.html
Grids aren’t ‘full’; we simply lack the tools to utilise the available capacity.
One such tool is allowing higher capacity at night: in the Dutch province of Overijssel, Flexible Connection Agreements provide an additional 135 MW of capacity for charging up to 2,000 HDVs.
https://
EU Parliament blocks AI tools over cyber, privacy fears. Members should avoid exposing work emails, documents or internal information “to AI features that scan or analyze content,” be “cautious” with third-party AI apps and “avoid granting broad access to data”: https://www.politico.eu…
Weighted Stochastic Differential Equation to Implement Wasserstein-Fisher-Rao Gradient Flow
Herlock Rahimi
https://arxiv.org/abs/2512.17878 https://arxiv.org/pdf/2512.17878 https://arxiv.org/html/2512.17878
arXiv:2512.17878v1 Announce Type: new
Abstract: Score-based diffusion models currently constitute the state of the art in continuous generative modeling. These methods are typically formulated via overdamped or underdamped Ornstein--Uhlenbeck-type stochastic differential equations, in which sampling is driven by a combination of deterministic drift and Brownian diffusion, resulting in continuous particle trajectories in the ambient space. While such dynamics enjoy exponential convergence guarantees for strongly log-concave target distributions, it is well known that their mixing rates deteriorate exponentially in the presence of nonconvex or multimodal landscapes, such as double-well potentials. Since many practical generative modeling tasks involve highly non-log-concave target distributions, considerable recent effort has been devoted to developing sampling schemes that improve exploration beyond classical diffusion dynamics.
A promising line of work leverages tools from information geometry to augment diffusion-based samplers with controlled mass reweighting mechanisms. This perspective leads naturally to Wasserstein--Fisher--Rao (WFR) geometries, which couple transport in the sample space with vertical (reaction) dynamics on the space of probability measures. In this work, we formulate such reweighting mechanisms through the introduction of explicit correction terms and show how they can be implemented via weighted stochastic differential equations using the Feynman--Kac representation. Our study provides a preliminary but rigorous investigation of WFR-based sampling dynamics, and aims to clarify their geometric and operator-theoretic structure as a foundation for future theoretical and algorithmic developments.
toXiv_bot_toot
As I complete more and more projects with #Claude #Ollama and other #AI tools, I've been pondering a world of bespoke software. Like I'm writing a mobile game for my family to keep score playing Pu…
Adobe verdient mehr Aufmerksamkeit
Während alle über ChatGPT reden, baut Adobe still und leise das mächtigste KI-Ökosystem für Kreative auf. Wer professionell mit Bildern, Videos oder Design arbeitet, kommt an diesen Tools nicht mehr vorbei, meint Jörg Schieb #Adobe #Design
other day, parents visited macedonian couple we befriended on their own instead of inviting them over cuz of insecurity abt what a shithole it is over here.
returning home, the car got stuck on a nearby hill cuz of snow, so they just hopped out and abandoned it. then a neighbor or somebody cleared the snow with his tools and they brought it back eventually.
The 2025 Web Almanac mistook me.
I did *not* say LLMs provide better image descriptions. I cited SeeingAI and Be My Eyes as tools for undescribed IRL uses.
I said LLM-generated captions could be better than craptions. I mentioned abstracts / reading-level changes, which could be summaries?
But “better” image descriptions is right out.
Google announces a partnership with Sea to develop AI tools for Sea's Shopee, Southeast Asia's most dominant e-commerce platform, and Sea's gaming unit Garena (Stanley Widianto/Reuters)
https://www.reuters.com/world/asia-pacific
»Digitale Souveränität beginnt dort, wo Allianzen und Appeasement enden:
Airbus, SAP, Capgemini, Forschung, Big Tech: Warum Allianzen keine Sicherheit bieten, Appeasement keine Strategie ist – und digitale Souveränität nur durch Unabhängigkeit entsteht.«
Es ist nicht simpel absolut unabhängig von den Supportern zu sein und einen erheblichen Aufwand. Doch dies entschuldigt gewisse Gläubigkeit von gewissen Open-Source Tools nicht.
🐧
AI tools could make companies less competitive because everyone buys the same brain, think tank CEO says - Business Insider
https://www.businessinsider.com/ai-tools-could-make-companies-less-competitive-think-tank-ceo-2026-1
IT-Milliarde für die Arbeitsagentur: KI-Offensive und Cloud-Ausbau in Nürnberg
Die BA investiert 2026 fast eine Milliarde Euro in Digitalisierung. Die SAP-Cloud und 32 KI-Tools prägen den Alltag. Ein Job-Projekt bremst das Budget aber aus.
YouTube CEO Neal Mohan publishes his annual letter, saying the platform wants to fight "AI slop" and strengthen parental tools, and touts new AI Shorts tools (Alex Weprin/The Hollywood Reporter)
https://www.hollywoodreporter.com/business
How Google, Huawei, Microsoft, and Nvidia, as well as startups and university research teams, spent millions of dollars to develop AI weather forecasting tools (Tim Fernholz/Bloomberg)
https://www.bloomberg.com/news/features/2026-01-22/how…
"This Week in Videogames spoke to a dozen professional concept artists in the wake of Vincke’s comments, all of whom currently or have previously worked in game development, ranging from indie studios to large AAA developers. All, without exception, said that generative AI image tools had only made their lives more difficult – even when simply used as reference material."
The Pentagon partners with xAI to embed the company's frontier AI systems, based on the Grok family of models, directly into GenAI.mil as soon as early 2026 (Bonny Chu/Fox News)
https://www.foxnews.com/politics/pentagon-
Universities selling their address space are probably oblivious to where it is going, but they should care. One day people are going to realize a lot of these high rep addresses are getting transferred to very different resource stewards.
re: https://social.bgp.tools/@transfers/st
«Sicherheitsbedenken — EU-Parlament deaktiviert KI-Tools auf Diensthandys:
EU-Abgeordnete und ihre Angestellte können auf dienstlichen Smartphones und Tablets keine KI-Funktionen mehr nutzen. Man wisse zu wenig zur Datensicherheit.»
An den Schulen wird weiterhin fleißig anhand der KI "gelernt" und nun sieht die EU ein, was dies für ein IT-Sicherheits Problem ist. Wer ist nun wie schlau?!??
🤔
Nvidias KI ist jetzt Teil aller großen Chipdesign-EDA-Tools
Nvidia führt seine Aktien-Einkaufstour fort. Neu im Portfolio: Der weltweit größte Anbieter von EDA-Tools für Chipdesigns, Synopsys.
https://www.
Workers describe a deteriorating culture at Jack Dorsey's Block as morale plunges amid rolling layoffs and a push to use AI tools to improve productivity (Reece Rogers/Wired)
https://www.wired.com/story/inside-rolling-layoffs-jack-dorsey-block/
10 Best Free Blue Team Tools in 2026
Organizations assess their cybersecurity posture and safeguard network infrastructure by deploying experts for comprehensive security evaluations.
🧑💻 https://cybersecuritynews.com/blue-team-tools/
Bengaluru-based Amagi, an ad tools provider for broadcast and streaming TV, fell below its listing price in its India market debut after raising $196M in an IPO (Jagmeet Singh/TechCrunch)
https://techcrunch.com/2026/01/20/amagi…
«Sicherheitsrisiken — Meta und andere Techkonzerne verbieten die Nutzung von OpenClaw:
Der aktuelle Hype lässt manche leichtsinnig bei der Installation des Tools werden. Unterdessen springt der Aktienkurs von Raspberry Pi um 80 Prozent nach oben und Mac Minis werden knapp»
An was dies wohl liegen könnte, sicherlich emotional Konkurrenz aber techn. ist es vorallem unkontrollierbare Schadsoftware.
🦞
China's Cyberspace Administration requires firms to file their AI tools in a public algorithm registry, creating a detailed map of the country's AI ecosystem (Yi-Ling Liu/Wired)
https://www.wired.com/story/china-ai-boom-algorithm-registry/
Israeli startup DataRails, which offers financial planning and analytics tools, raised a $70M Series C led by One Peak at an estimated $600M to $700M valuation (Globes)
https://en.globes.co.il/en/article-israeli-financial-planning-co-datarails…
How Claude Code, released publicly a year ago, cemented Anthropic as a leader in the lucrative, emerging market for AI coding tools (Shirin Ghaffary/Bloomberg)
YouTube CEO Neal Mohan says creators can generate Shorts using their AI likenesses later in 2026, but offers few details, and touts AI tools like game makers (Jay Peters/The Verge)
https://www.theverge.com/news/864610/youtube-shorts-ai-likenesses-neal-mohan-…
Adobe updates Acrobat to add new AI features, including presentation generation, file editing, and creating podcast summaries from docs stored in Adobe Spaces (Ivan Mehta/TechCrunch)
https://techcrunch.com/2026/01/21/adobe-acr…
Listen Labs, whose AI tools help Microsoft and others run customer research and interviews, raised a $69M Series B led by Ribbit Capital at a $500M valuation (Iain Martin/Forbes)
https://www.forbes.com/sites/iainmartin/20
Coinbase is rolling out stock trading, more advanced trading tools, prediction markets via Kalshi, and more, amid a push to be a one-stop financial app (MacKenzie Sigalos/CNBC)
https://www.cnbc.com/2025/12/17/coinbase-prediction-markets-stock-tradin…
Sources: Amazon's AI tools caused at least two AWS outages, including a 13-hour disruption in December after its Kiro AI deleted and recreated an environment (Rafe Rosner-Uddin/Financial Times)
https://www.ft.com/content/00c282de-ed14-4acd-a948-bc8d6bdb339d
Google releases TranslateGemma, a suite of Gemma 3-based open translation models available in 4B, 12B, and 27B parameter sizes with support for 55 languages (The Keyword)
https://blog.google/innovation-and-ai/technology/developers-tools/translategemma/
Perplexity updates its iPad app to improve multitasking and focus on research tools, part of a push to add business customers, after launching Comet on Android (Natalie Lung/Bloomberg)
https://www.bloomberg.com/news/articles/20
Google Photos launches new video editing tools, including specialized templates with preset music and text overlays, as well as a redesigned video editor (Lauren Forristal/TechCrunch)
https://techcrunch.com/2025/12/09/google-photos-launches-new-video-editing…
West Virginia's AG sues Apple for allegedly violating consumer protection laws by failing to implement tools like PhotoDNA to detect CSAM stored on iCloud (Kalley Huang/New York Times)
https://www.nytimes.com/2026/02/19/technology/apple-w…
Amsterdam-based Stacks, which builds AI software to automate accounting workflows, raised a $23M Series A led by Lightspeed, after a €10M seed in 2025 (Ryan Lawler/Axios)
https://www.axios.com/pro/fintech-deals/2026/02/19/stacks-23m-series-a-ai-accounting…
Sources: Accenture told execs promotions would require "regular adoption" of AI and is tracking individual weekly logins to its AI tools for some senior staff (Financial Times)
https://www.ft.com/content/ac672f97-a603-4c56-afa3-4a5273d45674
Cursor launches Visual Editor, a vibe-coding product for designers that integrates professional design controls with natural language editing (Maxwell Zeff/Wired)
https://www.wired.com/story/cursor-launches-pro-design-tools-figma/