Tootfinder

🧫 Alkaline-loving microbes could help safeguard nuclear waste buried deep underground for thousands of years
https://phys.org/news/2025-12-alkaline-microbes-safeguard-nuclear-deep.html

Alkaline-loving microbes could help safeguard nuclear waste buried deep underground for thousands of years
Billions of alkaline-loving microbes could offer a new way to protect nuclear waste buried deep underground. This approach overcomes the limitations of current cement barriers, which can crack or break down over time.

KI-Update Deep-Dive: Wo stehen wir in Deutschland?
KI-Beobachter Fabian Westerheide plädiert im KI-Update Deep-Dive für mehr Mut, KI aus Deutschland und der EU einzusetzen.
https://www.heise.d…

"Deep Research, Shallow Agency: What Academic Deep Research Can and Can't Do"
https://aarontay.substack.com/p/how-agentic-are-academic-deep-research

In the Dark Arctic Deep, Scientists Find a Hidden Oasis of Strange Life https://www.404media.co/in-the-dark-arctic-deep-scientists-find-a-hidden-oasis-of-strange-life/

Dynamic mounds made of methane at a depth of some 3,640 meters
act like “frozen reefs” for a bizarre array of deep-sea creatures, new observations reveal
https://www.scientificamerican.com/article/bizarre-ecosystem-disco…

Bizarre Ecosystem Discovered More Than Two Miles beneath Arctic Ocean
Dynamic mounds made of methane at a depth of some 3,640 meters act like “frozen reefs” for a bizarre array of deep-sea creatures, new observations reveal

Impact: A deep dive into Christian Parker's history, what he can bring to Cowboys as DC https://www.dallascowboys.com/news/impact-a-deep-dive-into-christian-parker-s-history-what-he-can-bring-to-cowboys-as-dc

A deep dive into Apple's AI strategy reset, as it prepares to announce a Gemini-powered personalized Siri next month and a reimagined chatbot-like Siri at WWDC (Mark Gurman/Bloomberg)
https://www.bloomberg.com/news/newsletter…

It's so fucking sad that this guy who wrote some of the most classic computer books in the 70s and 80s now has gone off the deep end and pooped AI-generated imagery all over his website that _misspells the names of his own books_.
https://mitchwaite.com

🔥PEAK TENSION EARLY 2026🔥 Ukraine strikes deep into Russian rear, Abu Dhabi talks at risk?: https://benborges.xyz/2026/01/25/peak-tension-early-ukraine-strikes.html

Experimental insights into data augmentation techniques for deep learning-based multimode fiber imaging: limitations and success
Jawaria Maqbool, M. Imran Cheema
https://arxiv.org/abs/2511.19072 https://arxiv.org/pdf/2511.19072 https://arxiv.org/html/2511.19072
arXiv:2511.19072v1 Announce Type: new
Abstract: Multimode fiber~(MMF) imaging using deep learning has high potential to produce compact, minimally invasive endoscopic systems. Nevertheless, it relies on large, diverse real-world medical data, whose availability is limited by privacy concerns and practical challenges. Although data augmentation has been extensively studied in various other deep learning tasks, it has not been systematically explored for MMF imaging. This work provides the first in-depth experimental and computational study on the efficacy and limitations of augmentation techniques in this field. We demonstrate that standard image transformations and conditional generative adversarial-based synthetic speckle generation fail to improve, or even deteriorate, reconstruction quality, as they neglect the complex modal interference and dispersion that results in speckle formation. To address this, we introduce a physical data augmentation method in which only organ images are digitally transformed, while their corresponding speckles are experimentally acquired via fiber. This approach preserves the physics of light-fiber interaction and enhances the reconstruction structural similarity index measure~(SSIM) by up to 17\%, forming a viable system for reliable MMF imaging under limited data conditions.
toXiv_bot_toot

Happy #ExtremeMaskingDay, fellow freaks and geeks.
Let's all take a deep breath and visualise something calming and familiar.
Could be a line of 6502 assembler, could be the scratchy pots on a beloved but decrepit Moog Rogue, whatever works for you.

"AI in the guise of Machine Learning, Deep Learning, GenerativeAI (GenAI), or Large Language Models (LLMs)... can be very useful in certain application areas such as recognising or generating patterns in large data sets. However, their key drawback is that any correctness arguments will be inherently probabilistic as they are usually based on unknown data distributions and are therefore susceptible to errors (sometimes termed “hallucinations”). "

The deep sea and the Arctic must be included in efforts to tackle climate change
https://phys.org/news/2025-11-deep-sea-arctic-efforts-tackle.html

SnowsBest
Delves deep into the emotions and experiences of mountain life for skiers and snowboarders, from first timers to elite athletes and explorers...
Great Australian Pods Podcast Directory: https://www.greataustralianpods.com/snowsbest/

"Climate change is now warming the deepest parts of the Arctic Ocean"
#Climate #ClimateChange #Arctic

Climate change is now warming the deepest parts of the Arctic Ocean
While it is well known that climate change is heating the world's oceans, it was thought that the deep sea was safe from its effects—until now. Researchers have discovered that a rapidly warming part of the Atlantic is leading to the heating up of Arctic Ocean depths.

Izzy thinks it’s too cold and the snow is too deep, even though a few minutes ago she was insisting that we needed to go on a walk. Got her down to the sidewalk, but we have 7 or 8 inches of snow and sleet is still coming down. She ran back up the stairs and stood on the porch shivering. #DogsOfMastodon

I swear it’s going to taste more spectacular than it looks. It’s very Mediterranean inside

KI-Update Deep-Dive: Besser texten mit KI
KI kann beim Schreiben helfen, doch oft ist das Ergebnis mittelmäßig. Wie man zu besseren Texten kommt, erklärt Anne-Kathrin Gerstlauer.
https://www.heise.de/…

Isn't the internet incredible? Here I am sat in my chilly industrial unit deep in the English countryside watching a volcano erupt in Hawaii.
@… https://toad.social/@doktrock/11561469

Oak Woodlands has long been my favorite part of Golden Gate Park, but only recently have I come to appreciate Buena Vista Park for its own coast live oak forest... and even more recently noticed this enormous coffeeberry shrub at the bottom of the hill

#CensorshipIndustrialComplex
If you know any European legislators or govt. officials, check in with them and make sure they are aware of this. https://broligarchy.substack.com/p/a…

Just finished "Twice as Perfect" by Louise Onomé. This is now the third novel I've read by her about a teenage Nigerian-Canadian second-generation immigrant, two of whom deal with some form of family estrangement ("Like Home" and "The Melancholy of Summer" are the other two). I checked it out because I liked her other novels and was not disappointed; in fact I feel like this is her best novel of the three. Dealing with cultural appropriation, both implicitly and explicitly, along with deep family trauma and a bit of romance, "Twice as Perfect" is suspenseful, wise, and heartfelt. It's got a thread of Nigerian Pidgin in it, which I thoroughly enjoyed although I didn't 100% understand, similar in some ways to the sprinkling of Spanish in "Each of Us a Desert", but with even less of an attempt to subtly explain each instance in English, which I don't mind at all.
The 2nd generation immigrant authors writing YA ~romances I've read recently have all been great, including Adiba Jaigirdar, Samira Ahmed, Sabina Khan, and Randa Abdel-Fattah (a slightly different era), and to a lesser extent Romina Garber (I didn't like "Lobizona" quite as much as stuff by these others). It's been super interesting to contrast their stories with those of people like Mark Oshiro, Angie Thomas, Randi Pink, and Angela Velez who talk about American racism from a non-immigrant perspective (perhaps Ahmed is in between the two groups).
#AmReading #ReadingNow

Vikings' problems run deep but begin with J.J. McCarthy https://www.espn.com/nfl/story/_/id/47078333/nfl-minnesota-vikings-jj-mccarthy-justin-jefferson

🇺🇦 #NowPlaying on KEXP's #Audioasis
Deep Sea Diver:
🎵 You Don't Own Me
#DeepSeaDiver
https://thedeepseadiver.bandcamp.com/track/you-dont-own-me-feat-natalie-schepman-joseph
https://open.spotify.com/track/25CRj5qV9RQpAAfZmRqAlj

Dieses Hühnersuppenrezept wäre mir denn doch etwas zu aufwändig, aber womöglich möchte sich ja jemand von Euch die Zeit nehmen. Mir reichen eineinhalb Stunden leichtes Blubbern. #nommention

Chicken Soup From Scratch Recipe (Gift Recipe)
Chicken soup is one of the most painless and pleasing recipes a home cook can master. This soup has all the classic flavors (celery, carrot, parsley) but has been updated for today's cooks, who can't easily buy the stewing hen and packet of soup vegetables that old-fashioned recipes used to call for. A whole bird provides the right combination of fat, salt and flavor. Don't be tempted to use all white meat, as the flavor won't be as round. Because making soup involves the bones and deep tissues…

Amazon unveils its Autonomous Threat Analysis system, born from a 2024 internal hackathon, to use AI agents competing in teams to identify vulnerabilities (Lily Hay Newman/Wired)
https://www.wired.com/story/amazon-autonomous-threat-analysis/

Amazon Is Using Specialized AI Agents for Deep Bug Hunting
Born out of an internal hackathon, Amazon’s Autonomous Threat Analysis system uses a variety of specialized AI agents to detect weaknesses and propose fixes to the company’s platforms.

I was finally able to dig deep into the Podman Desktop preferences and set it to not start up on boot. Whew!

A languid spiral galaxy appears draped against deep space in a stunning new image from the European Space Agency’s Euclid telescope.
Euclid launched in 2023 on a six-year mission to map the cosmos at scale,
observing billions of galaxies stretching as far away as 10 billion light-years from Earth.
The effort could reveal how galaxies form and evolve and how the universe has expanded over its 13.8-billion-or-so-year history.

Sparkling Galaxy Merger Shines in New Euclid Space Telescope Image
The Euclid Space Telescope is decking the halls with boughs of starlight

Urban Spots ✴️
城市噪点 ✴️
📷 Nikon F4E
🎞️ Ilford HP5 Plus 400, expired 1993
#filmphotography #Photography #blackandwhite

@… https://thefm.substack.com/

The FM Club | Substack
Dylan.FM goes deep into the work of Bob Dylan. We focus each quarter on one album or period and do posts, podcasts, interviews, more. Plus we deliver a weekly Dylan news summary called 'Seven Days'. Click to read The FM Club, a Substack publication.

*unfurls papers with a deep sigh* Today we acknowledge this is the traditional unceded ground of the "white-foss-bro" tribe

I come across so many amazing Creative Commons licensed songs that I save to my collection for use in creative projects, and I think it's time I start sharing them! 😊
Today's pick: Deep Dive by Tom Manzarek 🪩 This groovy house jam is licensed under CC-BY-NC-ND (and found thanks to @…):

Consumer sentiment hits highest level in months in sign deep gloom is receding (Zach Halaschak/Washington Examiner)
https://www.washingtonexaminer.com/policy/finance-and-economy/4431320/consumer-sentiment-highest-level-five-months/
http://www.memeorandum.com/260123/p62#a260123p62

"Deep Research, Shallow Agency: What Academic Deep Research Can and Can't Do"
https://aarontay.substack.com/p/how-agentic-are-academic-deep-research

Invisible Barriers Podcast
Each episode will be a deep dive into someone’s lived experience with invisible barriers...
Great Australian Pods Podcast Directory: https://www.greataustralianpods.com/invisible-barriers/

Those lamps make me feel like I’m having Dinner on Deep Space Nine 👀 / cc @…
#startrek #ds9

"Oh Shit", said the AI, "good you asked me, you're in very deep shit and time is of the essence. What you need to do now *immediately* is:
- increase the share of renewables as much as possible, as quickly as possible.
- build decentralised storage.
- electrify everything.
- stop deforestation, plant trees, renaturalise.
- turn me off."

🇺🇦 Auf radioeins läuft...
Skeleten:
🎵 Deep Scene
#NowPlaying #Skeleten
https://skeleten.bandcamp.com/album/deep-scene-axel-boman-remix
https://open.spotify.com/track/6TET0I0j6OrNMHWl4PlkDi

Milliarden-Boost für Deep Tech: Regierung und KfW zünden den Deutschlandfonds
Mit einer Hebelwirkung von 130 Milliarden Euro soll der Deutschlandfonds private Investoren in Hochtechnologien wie KI, Quantencomputing und Biotech locken.

Climate change is now warming the deepest parts of the Arctic Ocean #Arctic

Climate change is now warming the deepest parts of the Arctic Ocean
While it is well known that climate change is heating the world's oceans, it was thought that the deep sea was safe from its effects—until now. Researchers have discovered that a rapidly warming part of the Atlantic is leading to the heating up of Arctic Ocean depths.

"Norway hits pause on deep-sea mining until 2029 amid growing environmental pressure"
#Norway #Oceans #Environment

Norway hits pause on deep-sea mining until 2029 amid growing environmental pressure | The Optimist Daily

Streaming some Middle-earth magic tonight! ⚔️ Running Lord of the Rings Online on the Linux box while my 3D printer handles a "Grimly the Dwarf" figure in the background. 🖨️⚒️
Come hang out for the questing and the prints! 🐧💪
#LinuxGaming #LOTRO

🇺🇦 #NowPlaying on KEXP's #AfternoonShow
Mastodon:
🎵 Asleep in the Deep
#Mastodon
https://open.spotify.com/track/6yiFbPkFbHzuzQsEatSc03

We watched the Joker ironically and then went on YouTube to watch whatever people made about the movie there back in the day, landed in the worst slop bubble, and dug so deep until we hit “JOKER QUOTES ABOUT WOMEN” and these videos could be classified as performance art, they're pure gold

This cannot lead to anything good.
Gemini Deep Research can tap into your Gmail and Google Drive
https://9to5google.com/2025/11/05/gemini-deep-research-google-drive-gmail/

Gemini Deep Research can tap into your Gmail and Google Drive
After adding PDF support in May, Gemini Deep Research can now directly tap into your Gmail, Google Drive, and Chat. 

Heard a wild Fountains of Wayne deep cut at the grocery store last night.
Valley Winter Song
#music

heise | Ballernd bergbauen: „Deep Rock Galactic: Survivor“ für iPhone und iPad im Test
Ghost Ship Publishing lädt mit „Deep Rock Galactic: Survivor“ zum Kampf um die Hoheit über planetare Ausbeutung.

Broncos vs. Patriots AFC Championship preview: Who has the edge at each position?

https://www.cbssports.com/nfl/news/patriots-broncos-afc-championship-position-by-posi…

🇺🇦 #NowPlaying on #BBC6Music's #RileyAndCoe
Deep Patterns:
🎵 Deep Patterns
#DeepPatterns
https://deeppatterns.bandcamp.com/track/thirteen-2

#WinterWonderland arrived early this year...
(From our #EveningWalk in the Ammergau Alps last night... 25-30cm fresh powder everywhere, -7℃, no people, but lots of animal tracks)
#SilentSunday

Quick update to my WezTerm config:
• Now draws an unmissable deep-pink border around the active window if the active session is a remote one via SSH so you can easily tell when you’re on your own machine and when you’re not.
https://codeberg.org/aral/gists/src/bra…

👁️ Very glad to present our Art/Perception collaboration with Etienne Rey today!
🔗 https://laurentperrinet.github.io/talk/2026-01-19-art-and-science
What happens today:
We will discuss with Etienne about the emergence of our collaboration, discover th…

A New Look for Convolutional Deep Networks | Next-generation neural computations
By construction, deep convolutional networks treat all pixels equally. Result: they are energy-hungry, fragile to rotations or zooms, and poor at object localization. This contrasts sharply with biological vision, which demonstrates remarkable efficiency. Think of an eagle spotting prey from kilometers away or a human recognizing a face within an eye blink time. We propose that by using a mechanism concentrating processing at the center of gaze, biological vision is optimally suited for object …

The Deep History Pete Carroll Has With Cowboys' Schottenheimer https://www.si.com/nfl/raiders/onsi/las-vega-deep-history-pete-carroll-cowboys-schottenheimer

KI-Update Deep-Dive: Wie wir in den Redaktionen KI einsetzen
Von der automatischen Transkription bis zur Bildgenerierung – KI-Werkzeuge sind in den heise-Redaktionen angekommen. Aber es bleibt alles in menschlicher Hand.

An absolutely extraordinary look at how to improve rendering of ASCII art, first in static images, then in motion. As he gets into contrast enhancement for complex grayscale animations, the vector lookup works starts to be parallel to work happening with language models. Just an excellent narration. https://alexharri.com/blog/ascii-…

ASCII characters are not pixels: a deep dive into ASCII rendering
A look at how I used shape vectors to achieve sharp, high-quality ASCII rendering.

Things were foggy AND mythical yesterday

Deep in the primeval forest of, um, Burnaby, BC.
#Photography

I'm having a right bugger of a time upgrading my desktop from Debian 12 to 13 (trixie). Of course it's down to NVIDIA.
It has a GTX 1080 Ti which worked mostly okay under Debian 12 and version 535.something of their drivers. I was a little disappointed to find I still had to hack udev rules to convince gdm to offer a Wayland session. Finally get into Wayland and find it spams me with kernel OOPS:

Website: we'll keep asking you every time you visit about your cookie preferences, over and over again, until you finally accidentally click "Accept all Cookies", and then we'll never ask you again and bury that setting so deep you'll never figure out how to change it.
#TrackingCookies

🇺🇦 #NowPlaying on KEXP's #VarietyMix
Nine Inch Nails:
🎵 March Of The Pigs (Clean Version)
#NineInchNails
https://oppahomelessstyle.bandcamp.com/track/nine-inch-nails-march-of-the-pigs-deep-house-remix-prod-someone-but-we-dont-remember-who
https://open.spotify.com/track/56NATwQKP7m64hFLFlKzXe

Beauty may be skin deep, but ugly goes clear to the bone.
-- Redd Foxx

DTO-BioFlow is using AI to analyze decades of marine biodiversity records, revealing insights that support ocean monitoring, conservation, and restoration. 💙
https://dto-bioflow.eu/news/using-deep-learning-unlock-decades-mari…

Derrick Ross from Shakespeare reckons there open web is in trouble because you got to be a dev to build a website.
He seems to think his app Shakespeare can make it easier to make a web app by using ai 😕
"Build me a Twitter like website" is the kind of instruction he thinks it will handle.
A local app running on your own machine, though calling the big ai model apis. Including if you have the power at home to run deep seek or open models.
I find myself suspecting it'd be hard for vibe coders who aren't devs to tell if they had vibe coded buggy insecure software or not.
#vibeCoding #nostershire

from my link log —
Errors in Rust: a deep dive.
https://www.halcyon.hr/posts/error-handling-in-rust/
saved 2020-06-19 https://

Spatially-informed transformers: Injecting geostatistical covariance biases into self-attention for spatio-temporal forecasting
Yuri Calleo
https://arxiv.org/abs/2512.17696 https://arxiv.org/pdf/2512.17696 https://arxiv.org/html/2512.17696
arXiv:2512.17696v1 Announce Type: new
Abstract: The modeling of high-dimensional spatio-temporal processes presents a fundamental dichotomy between the probabilistic rigor of classical geostatistics and the flexible, high-capacity representations of deep learning. While Gaussian processes offer theoretical consistency and exact uncertainty quantification, their prohibitive computational scaling renders them impractical for massive sensor networks. Conversely, modern transformer architectures excel at sequence modeling but inherently lack a geometric inductive bias, treating spatial sensors as permutation-invariant tokens without a native understanding of distance. In this work, we propose a spatially-informed transformer, a hybrid architecture that injects a geostatistical inductive bias directly into the self-attention mechanism via a learnable covariance kernel. By formally decomposing the attention structure into a stationary physical prior and a non-stationary data-driven residual, we impose a soft topological constraint that favors spatially proximal interactions while retaining the capacity to model complex dynamics. We demonstrate the phenomenon of ``Deep Variography'', where the network successfully recovers the true spatial decay parameters of the underlying process end-to-end via backpropagation. Extensive experiments on synthetic Gaussian random fields and real-world traffic benchmarks confirm that our method outperforms state-of-the-art graph neural networks. Furthermore, rigorous statistical validation confirms that the proposed method delivers not only superior predictive accuracy but also well-calibrated probabilistic forecasts, effectively bridging the gap between physics-aware modeling and data-driven learning.
toXiv_bot_toot

We're in deep trouble when joke memes have to be explained with a fact check.
https://www.newsweek.com/fact-check-mamdani-arabic-numerals-new-york-schools-11079540

This game has captivated the whole family. You shoot squishy bouncy cats together to merge them into bigger squishy cats?! Game of the Year contender! 😂
https://www.nintendo.com/de-de/Spiele/Nintendo-Switch-2-Spiele/PUNYAN-for-Nintendo…

#CFP: SUMMER SCHOOL ON THE KYOTO SCHOOL 2026 (1-12 June 2026)
https://ift.tt/GnuHSEI
DESCRIPTION While major Western philosophical movements in the 20th century looked upon claims to…
via Input 4 RELCFP

#CFP: SUMMER SCHOOL ON THE KYOTO SCHOOL 2026 (1-12 June 2026)
DESCRIPTION While major Western philosophical movements in the 20th century looked upon claims to absolute knowledge with deep suspicion, the Kyoto School never abandoned philosophy's sacred vocation to know the absolute. Against the dominant disposition to look upon contradiction as an obstacle to absolute knowledge, the Kyoto School recognizes contradiction as the key to unlocking the secrets of absolute totality. The Summer School will engage with major thinkers of the Kyoto School on totali…

I've always wondered about the design of Deep Space Nine...
https://www.forgottentrek.com/deep-space-nine/designing-the-deep-space-nine-space-station/

Google DeepMind launches an enhanced Gemini Deep Research agent accessible to developers via its new Interactions API, along with a new DeepSearchQA benchmark (The Keyword)
https://blog.google/technology/developers/deep-research-agent-gemini-api/

Build with Gemini Deep Research
We have reimagined Gemini Deep Research to be more powerful than ever, now accessible to developers via the new Interactions API.

Sweden's Largest Pension Fund Dumps $8.8B in US Bonds | the deep dive
https://thedeepdive.ca/swedens-largest-pension-fund-dumps-8-8b-in-us-bonds/

you and me in an infinite stampede flowing through a dark deep cavern that circles the earth's center like an ouroboros

🌔 The origami wheel that could explore lunar caves
#moon

The origami wheel that could explore lunar caves
Beneath the moon's cratered surface lie networks of lava tubes and deep pits, natural caves that could shelter future lunar bases from cosmic radiation and wild temperature swings. These underground structures represent some of the most scientifically valuable areas in the solar system, but they come with the very real challenge of simply getting there.

Meeting the sublime
(A brief moment when the heavens briefly opened first for light, then for epic rain showers... Above Kandersteg, 2019)
#LandscapePhotography #NaturePhotography

No Nonsense News
Your not so serious deep dive into the day's news, pop culture, relationships and events of Australia and the world...
Great Australian Pods Podcast Directory: https://www.greataustralianpods.com/no-nonsense-news/

Landmark conviction exposes Sri Lanka’s deep-rooted illegal elephant trade Landmark conviction exposes Sri Lanka’s deep-rooted illegal elephant trade https://news.mongabay.com/2025/10/landmark-conviction-exposes-sri-lankas-deep-rooted-il…

Landmark conviction exposes Sri Lanka’s deep-rooted illegal elephant trade
COLOMBO — In a landmark ruling hailed as a major victory for Sri Lanka’s wildlife conservation, the Colombo High Court in September convicted a person for the illegal possession of a wild-caught elephant and sentenced him to 15 years of rigorous imprisonment and imposed a fine of 20.6 million rupees (nearly US$70,000). A three-member bench […]

"Deep-sea mining tests impact more than a third of seabed animals, landmark study warns"
#Oceans #Environement

How damaging is deep-sea mining? New landmark study sheds light
A five-year-long investigation into how deep-sea mining impacts biodiversity has finally been published.

Replaced article(s) found for cs.LG. https://arxiv.org/list/cs.LG/new
[3/5]:
- Look-Ahead Reasoning on Learning Platforms
Haiqing Zhu, Tijana Zrnic, Celestine Mendler-D\"unner
https://arxiv.org/abs/2511.14745 https://mastoxiv.page/@arXiv_csLG_bot/115575981129228810
- Deep Gaussian Process Proximal Policy Optimization
Matthijs van der Lende, Juan Cardenas-Cartagena
https://arxiv.org/abs/2511.18214 https://mastoxiv.page/@arXiv_csLG_bot/115610315210502140
- Spectral Concentration at the Edge of Stability: Information Geometry of Kernel Associative Memory
Akira Tamamori
https://arxiv.org/abs/2511.23083 https://mastoxiv.page/@arXiv_csLG_bot/115644325602130493
- xGR: Efficient Generative Recommendation Serving at Scale
Sun, Liu, Zhang, Wu, Yang, Liang, Li, Ma, Liang, Ren, Zhang, Liu, Zhang, Qian, Yang
https://arxiv.org/abs/2512.11529 https://mastoxiv.page/@arXiv_csLG_bot/115723008170311172
- Credit Risk Estimation with Non-Financial Features: Evidence from a Synthetic Istanbul Dataset
Atalay Denknalbant, Emre Sezdi, Zeki Furkan Kutlu, Polat Goktas
https://arxiv.org/abs/2512.12783 https://mastoxiv.page/@arXiv_csLG_bot/115729287232895097
- The Semantic Illusion: Certified Limits of Embedding-Based Hallucination Detection in RAG Systems
Debu Sinha
https://arxiv.org/abs/2512.15068 https://mastoxiv.page/@arXiv_csLG_bot/115740048142898391
- Towards Reproducibility in Predictive Process Mining: SPICE -- A Deep Learning Library
Stritzel, H\"uhnerbein, Rauch, Zarate, Fleischmann, Buck, Lischka, Frey
https://arxiv.org/abs/2512.16715 https://mastoxiv.page/@arXiv_csLG_bot/115745910810427061
- Differentially private Bayesian tests
Abhisek Chakraborty, Saptati Datta
https://arxiv.org/abs/2401.15502 https://mastoxiv.page/@arXiv_statML_bot/111843467510507382
- SCAFFLSA: Taming Heterogeneity in Federated Linear Stochastic Approximation and TD Learning
Paul Mangold, Sergey Samsonov, Safwan Labbi, Ilya Levin, Reda Alami, Alexey Naumov, Eric Moulines
https://arxiv.org/abs/2402.04114
- Adjusting Model Size in Continual Gaussian Processes: How Big is Big Enough?
Guiomar Pescador-Barrios, Sarah Filippi, Mark van der Wilk
https://arxiv.org/abs/2408.07588 https://mastoxiv.page/@arXiv_statML_bot/112965266196097314
- Non-Perturbative Trivializing Flows for Lattice Gauge Theories
Mathis Gerdes, Pim de Haan, Roberto Bondesan, Miranda C. N. Cheng
https://arxiv.org/abs/2410.13161 https://mastoxiv.page/@arXiv_heplat_bot/113327593338897860
- Dynamic PET Image Prediction Using a Network Combining Reversible and Irreversible Modules
Sun, Zhang, Xia, Sun, Chen, Yang, Liu, Zhu, Liu
https://arxiv.org/abs/2410.22674 https://mastoxiv.page/@arXiv_eessIV_bot/113401026110345647
- Targeted Learning for Variable Importance
Xiaohan Wang, Yunzhe Zhou, Giles Hooker
https://arxiv.org/abs/2411.02221 https://mastoxiv.page/@arXiv_statML_bot/113429912435819479
- Refined Analysis of Federated Averaging and Federated Richardson-Romberg
Paul Mangold, Alain Durmus, Aymeric Dieuleveut, Sergey Samsonov, Eric Moulines
https://arxiv.org/abs/2412.01389 https://mastoxiv.page/@arXiv_statML_bot/113588027268311334
- Embedding-Driven Data Distillation for 360-Degree IQA With Residual-Aware Refinement
Abderrezzaq Sendjasni, Seif-Eddine Benkabou, Mohamed-Chaker Larabi
https://arxiv.org/abs/2412.12667 https://mastoxiv.page/@arXiv_csCV_bot/113672538318570349
- 3D Cell Oversegmentation Correction via Geo-Wasserstein Divergence
Peter Chen, Bryan Chang, Olivia A Creasey, Julie Beth Sneddon, Zev J Gartner, Yining Liu
https://arxiv.org/abs/2502.01890 https://mastoxiv.page/@arXiv_csCV_bot/113949981686723660
- DHP: Discrete Hierarchical Planning for Hierarchical Reinforcement Learning Agents
Shashank Sharma, Janina Hoffmann, Vinay Namboodiri
https://arxiv.org/abs/2502.01956 https://mastoxiv.page/@arXiv_csRO_bot/113949997485625086
- Foundation for unbiased cross-validation of spatio-temporal models for species distribution modeling
Diana Koldasbayeva, Alexey Zaytsev
https://arxiv.org/abs/2502.03480
- GraphCompNet: A Position-Aware Model for Predicting and Compensating Shape Deviations in 3D Printing
Juheon Lee (Rachel), Lei (Rachel), Chen, Juan Carlos Catana, Hui Wang, Jun Zeng
https://arxiv.org/abs/2502.09652 https://mastoxiv.page/@arXiv_csCV_bot/114017924551186136
- LookAhead Tuning: Safer Language Models via Partial Answer Previews
Liu, Wang, Luo, Yuan, Sun, Liang, Zhang, Zhou, Hooi, Deng
https://arxiv.org/abs/2503.19041 https://mastoxiv.page/@arXiv_csCL_bot/114227502448008352
- Constraint-based causal discovery with tiered background knowledge and latent variables in single...
Christine W. Bang, Vanessa Didelez
https://arxiv.org/abs/2503.21526 https://mastoxiv.page/@arXiv_statML_bot/114238919468512990
toXiv_bot_toot

https://en.wikipedia.org/wiki/List_of_longest_walks

Google says Gemini Deep Research can now directly draw on information stored in users' Gmail, Drive, and Chat to create reports (Abner Li/9to5Google)
https://9to5google.com/2025/11/05/gemini-deep-research-google-drive-gmail/

Gemini Deep Research can tap into your Gmail and Google Drive
After adding PDF support in May, Gemini Deep Research can now directly tap into your Gmail, Google Drive, and Chat. 

🇺🇦 #NowPlaying on KEXP's #MorningShow
Deep Sea Diver:
🎵 Emergency
#DeepSeaDiver
https://thedeepseadiver.bandcamp.com/track/emergency
https://open.spotify.com/track/5tYk7By5Bg8WY5BB1cQRYs

KI-Update Deep-Dive: Wie CAIMed Diagnosen verbessern will
Künstliche Intelligenz soll bei der Diagnose von Krebs, Sepsis oder Long-Covid helfen. Das niedersächsische Forschungszentrum CAIMed entwickelt dafür KI-Tools.

🇺🇦 #NowPlaying on KEXP's #VarietyMix
Deep Sea Diver:
🎵 Last Christmas
#DeepSeaDiver
https://open.spotify.com/track/4uKmlLr1UKEA47gofRkd8P

"The way, the deep – a new poem for the profession" – "a new poem celebrating the information, knowledge management and #library professions"!
https://cilip.org.uk/ne…

Google rolls out Gemini 3 Deep Think to Google AI Ultra subscribers in the Gemini app, after saying in November it needed "extra time for safety evaluations" (Abner Li/9to5Google)
https://9to5google.com/2025/12/04/gemini-3-deep-think/

Google rolling out Gemini 3 Deep Think to AI Ultra
After previewing last month with the launch of Gemini 3 Pro, the new Deep Think mode is now available for Google AI Ultra subscribers.

In the latest defense filing,
Luigi Mangione's lawyers claim
Pam Bondi was a partner at the lobbying firm
Ballard Partners
before she became attorney general,
and the company lists UnitedHealth Group (UHG) as a client.
As a result,
Bondi derives and continues to receive personal and financial benefits from Ballard
"in the form of a profit-sharing plan from Ballard's professional association with UHG,"
according to cour…

Luigi Mangione Says Pam Bondi Has Financial Ties to Murder Victim's Company
Luigi Mangione says he now knows the real reason why Attorney General Pam Bondi is seeking the death penalty against him ... she allegedly has deep ties to the murder victim's health care company.

KI-Update kompakt: KI-Urheberrechtsstreit, Limitless, Deep-Research, Politik
Das "KI-Update" liefert drei mal pro Woche eine Zusammenfassung der wichtigsten KI-Entwicklungen.
https://www.<…

🇺🇦 #NowPlaying on KEXP's #VarietyMix
Yosi Horikawa:
🎵 Deep Sea
#YosiHorikawa
https://yosihorikawa.bandcamp.com/track/deep-sea
https://open.spotify.com/track/12SBHyCR4RmHKYNDPDaU2p

A technical deep dive into Amazon's Trainium3 accelerator, including its server SKUs' specifications, silicon design, power budget, and bill of materials (SemiAnalysis)
https://newsletter.semianalysis.com/p/aws-trainium3-deep-dive-a-potential

AWS Trainium3 Deep Dive | A Potential Challenger Approaching
NL72x2/NL32x2 Scale Up Rack Architecture, Step-Function Software & System Improvements, Optimized Perf per TCO, “Amazon Basics” GB200 NVL36x2, Astera Labs, Trainium4

"Norway postpones deep-sea mining activities for four years"
#Norway #Environment #Oceans

Norway postpones deep-sea mining activities for four years
Norway on Wednesday postponed the first licenses to permit deep-sea mining in its Arctic waters for four years, a delay environmentalists hope signals the "nail in the coffin" of the plans.

Missing Link: Hubble Deep Field – ein Foto und seine Geschichte
Wegen der Kosten und der Dauer des Hubble-Projekts stand die NASA unter Druck. Ende 1995 veröffentlichte sie ein Foto, das die Kritiker verstummen ließ.

DEEP Robotics, a Hangzhou-based startup that builds quadruped and humanoid robots, raised a $70M Series C to expand R&D and production capacity (Danielle Popov/South China Morning Post)
https://www.scmp.com/tech/tech-trends/arti

China’s Deep Robotics raises US$70 million as sector draws more investors
Company founder Zhu Qiuguo says the new funding would be used for research and the recruitment of top robotics talent.

KI-Update Deep-Dive: Wie Kirchen mit KI umgehen
Die großen christlichen Kirchen in Deutschland sehen in KI ein nützliches Werkzeug, warnen aber vor dem Verlust des menschlichen Miteinanders.
https://www.

Dealroom: 76 European deep tech and life sciences companies spun out from universities reached $1B valuations or $100M in revenue in 2025, or both (Anna Heim/TechCrunch)
https://techcrunch.com/2025/12/30/76-european-deep-tech-uni…

Almost 80 European deep tech university spinouts reached $1B valuations or $100M in revenue in 2025 | TechCrunch
According to Dealroom’s European Spinout Report 2025, 76 European deep tech and life sciences spinouts have either reached $1 billion valuations, $100 million in revenue, or both.

🇺🇦 #NowPlaying on KEXP's #AfternoonShow
Twin Shadow:
🎵 Deep End
#TwinShadow
https://twinshadow.bandcamp.com/track/deep-end
https://open.spotify.com/track/7kK5f5HytyXEFhjXs6Tavr

Qualcomm Ventures and six Indian VC firms join India Deep Tech Alliance with an additional $850M in commitments; Nvidia joins as a strategic technical adviser (Jagmeet Singh/TechCrunch)
https://techcrunch.com/2025/11/04/nvid

NVIDIA, Qualcomm join U.S., Indian VCs to help build India's next deep tech startups | TechCrunch
Qualcomm Ventures has joined six Indian venture firms, collectively adding more than $850 million to boost India’s deep-tech ecosystem.

Für Kontakt zu Weltraumsonden: NASA-Riesenantenne seit Monaten ausgefallen
Über das Deep Space Network kommuniziert die NASA mit Weltraumsonden und Rovern. Schon seit September ist eine der drei größten Antennen aber außer Betrieb.

Google adds Gemini's Deep Search to Google Finance, which will also have prediction market data from Kalshi and Polymarket for event analysis, first in the US (Aamir Siddiqui/Android Authority)
https://www.androidauthority.com/google-finance…

Google Finance wants to become your smartest investing assistant with these new features
Google Finance is getting Deep Search as well as prediction markets data from Kalshi and Polymarket, alongside an international expansion.

Neural Concept, whose 3D product design software uses deep learning to help cut development times, raised a $100M Series C, bringing its total funding to $130M (Chris Metinko/Axios)
https://www.axios.com/pro/enterprise-software-deals/20…

Exclusive: Neural Concept collects $100M for U.S. growth
The engineering intelligence startup's Series C was led by Goldman Sachs Alternatives.

Google plans to release Gemini 3 Deep Think to Google AI Ultra subscribers in the coming weeks, once it passes further rounds of safety testing (Russell Brandom/TechCrunch)
https://techcrunch.com/2025/11/18/google-launches-gemini-3-…

Google launches Gemini 3 with new coding app and record benchmark scores | TechCrunch
Google released Gemini 3, its latest and most advanced foundation model, to be made immediately available through the Gemini app and AI search interface.