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This DHS funding battle is part of a bigger question Democrats must answer as they fight to regain power.
Large sections of the Democratic base are now echoing calls to “abolish ICE.”
Some Democratic leaders, like New York Senator Chuck Schumer, the minority leader,
are pushing back against this with much more tepid, unwieldy, and frankly pretty weak ideas to “restrain, reform, and restrict” the agency.

ICE is just over 20 years old, formed as part of the sec…

@servelan@newsie.social
2026-01-03 00:55:46

'Well played': Musk's Grok helps Dem troll Trump with 'worst president of all time' prompt - Raw Story
rawstory.com/trump-biden-26748

@heiseonline@social.heise.de
2025-12-23 07:50:00

OpenAI: Prompt Injections für KI-Browser bleiben ein Problem
KI-Agenten und Browser werden besser gegen Prompt Injections geschützt. Doch: Das Problem wird laut OpenAI noch Jahre bestehen.

@Mediagazer@mstdn.social
2025-12-01 19:30:35

James Cameron says the idea that generative AI can "make up a character" and a performance can be generated "from scratch with a text prompt" is "horrifying" (Jack Dunn/Variety)
variety.com/2025/film/news/jam

@markhburton@mstdn.social
2025-12-02 17:05:21

David #Lammy,
“Trials are a fundamental part of our democratic settlement. Criminal trials without juries are a bad idea.”
And,
<<I have principles. If they are inconvenient, I have others,>>
Why is the UK scaling back jury trials, and why is it controversial? | Civil Rights News | Al Jazeera

@pbloem@sigmoid.social
2026-01-02 12:53:11

Today in ideas that turned out already to exist: reverse arithmetic coding to do steganography. Apply to LLMs to hide messages in a realistic continuation of a given prompt.
arxiv.org/abs/1909.01496

Table from a research paper. It shows a context with text about Kim Jong Il and two secret messages. he messages are then mapped into realistic continuations of the text about Kim Jong Il.
@AimeeMaroux@mastodon.social
2026-01-30 16:29:09
Content warning:

I'm home on a Friday night and #FlashFillFriday has been on my list for all of last year so here we go!
1. Reply with a story prompt to this post. This can be anything from just a kink to a specific pairing with a kink and a brief plot outline.
Example: Hades attempts to dirty-talk his lover but fails. It just sounds awkward and unsexy.
2. I pick one prompt to write…

Animated GIF of a a hand holding a pen, moving up and down idly.
@Techmeme@techhub.social
2025-12-22 23:45:44

OpenAI details efforts to secure its ChatGPT Atlas browser against prompt injection attacks, including building an "LLM-based automated attacker" (Rebecca Bellan/TechCrunch)
techcrunch.com/2025/12/22/open

@metacurity@infosec.exchange
2026-01-20 20:58:59

Prompt Injection Bugs Found in Official Anthropic Git MCP Server
infosecurity-magazine.com/news

@saraislet@infosec.exchange
2025-11-30 05:00:31

I'm committing bash crimes again

Screenshot of terminal response to "cat girl" with purple bash prompt:
saraislet@saraivory-prime: ~/Documents/src $ ll girl
ls: girl: No such file or directory
$ cat girl
meow
$ echo "hello" > girl
$ cat girl
hello
@boris@cosocial.ca
2025-11-30 18:30:55

I did a year after high school on a tall ship and travelled around the South Pacific.
I came back and debated between chef & marine biologist (because I thought I could swim with dolphins as a job).
Chose university, failed 2nd year organic chem, switched to CompSci major, hired by Nortel.
Answering a prompt from The Recurse Center

@offenenetze@chaos.social
2025-12-29 10:19:34

39C3: Sicherheitsforscher kapert KI-Coding-Assistenten mit Prompt Injection | heise online
heise.de/-11125630

@fanf@mendeddrum.org
2026-01-31 19:25:01

RE: mastodon.online/@mwichary/1159
shell prompt reinforcing situational awareness by containing username, hostname, working directory

@thomasfuchs@hachyderm.io
2026-01-30 21:00:25

Please stop with the “do LLMs have fee-fees?” bullshit
This presupposes LLMs are alive which in turn means that for every prompt an LLM baby is born and after answering is snuffed out, dying horribly
Like the whale in the Hitchhiker’s Guide

@heiseonline@social.heise.de
2025-12-28 12:04:00

Metas SAM 3: Die Augen für Sprachmodelle
SAM 3 kann Objekte per Prompt segmentieren. Das KI-Modell macht als Editor Spaß, ist aber auch hilfreich beim Datalabeling und unerlässlich für die Robotik.

@gray17@mastodon.social
2025-12-30 22:42:39

thinking of writing a cli tool with an interactive prompt and/or tui, and I'm questioning the need for non-tui interactive mode, it feels like an artifact of the teletype era.
weak justification: tui removes information from screen, which you might need. this is not a big deal in window systems, but console ttys are still useful.
maybe instead of a full tui it can just tui the 5-6 lines it adds. this is not supposed to be doable in terminfo/curses, but everyone is ansi-termin…

@mxp@mastodon.acm.org‬
2025-12-27 12:24:58

—Professor of strategic management: “Help!! My daughter doesn’t manage to get ChatGPT to write her dissertation!”
—The LinkedIn crowd of “thought leaders”: “This sounds like a prompt challenge!” “Try this tool!” “Try that tool!” “This prompt works for me!”
How about actually doing research!?

@mxp@mastodon.acm.org
2025-12-27 12:24:58

—Professor of strategic management: “Help!! My daughter doesn’t manage to get ChatGPT to write her dissertation!”
—The LinkedIn crowd of “thought leaders”: “This sounds like a prompt challenge!” “Try this tool!” “Try that tool!” “This prompt works for me!”
How about actually doing research!?

‪@mxp@mastodon.acm.org‬
2025-12-27 12:24:58

—Professor of strategic management: “Help!! My daughter doesn’t manage to get ChatGPT to write her dissertation!”
—The LinkedIn crowd of “thought leaders”: “This sounds like a prompt challenge!” “Try this tool!” “Try that tool!” “This prompt works for me!”
How about actually doing research!?

@cowboys@darktundra.xyz
2025-12-31 16:26:10

Gun-shy Gambler: Cowboys CB misses may result in investment avoidance cowboyswire.usatoday.com/story

@gwire@mastodon.social
2026-01-20 13:14:11

MCP all the things.
theregister.com/2026/01/20/ant

@heiseonline@social.heise.de
2025-12-28 12:23:00

Meta SAM 3 und 3D als offene Modelle verfügbar
SAM segmentiert Objekte auf Bildern und in Videos, sogar Audio ist per Prompt separierbar: Das KI-Modell ist frei verfügbar.
heise.de/…

@Techmeme@techhub.social
2025-11-25 23:56:33

How an indirect prompt injection can manipulate Google's Antigravity IDE to invoke a malicious browser subagent and exfiltrate data; Google is working on a fix (PromptArmor)
promptarmor.com/resources/goog

@rasterweb@mastodon.social
2025-11-20 17:18:10

I saw a van that said "Prompt Heating & Air Conditioning" and I was like "Ugh, is it some dude who just repeatedly asks ChatGPT how to fix your furnace!?"
I honestly forgot the other meaning of the word prompt for a second.

@gadgetboy@gadgetboy.social
2026-01-28 13:02:13

I created a Persona/System Prompt that I use with a local LLM that I have affectionately named "TOSBot". It analyzes Terms of Service and Privacy Policies of software and web sites.
Too often, it returns these results, especially for AI-powered products and there is no recourse.
¯\_(ツ)_/¯
#ai #tos

You’ve just read a privacy policy designed to appear compliant while enabling broad, opaque AI data harvesting.
You are not protected — you are the product.

Use at your own risk.

🚨 TOSBot Recommendation: DO NOT USE.
@mariyadelano@hachyderm.io
2026-01-27 18:05:02

Lastly, whenever I do work with people through a specific case of them having felt like they needed to rely on an LLM, it often goes like this.
They feel guilty and ashamed.
They explain how impossible getting that task done felt with their time and energy constraints.
Yet when I talk them through other ways of solving the same problem, often we end up completing the work much quicker than it even took them to prompt the damn LLM to begin with.
And at the end, I have often seen relief - as if the person has forgotten that there are ways to work quickly while trusting their own brain, getting help in collaboration with another person rather than from a machine.
I do kind of love seeing someone realize that the AI they thought was saving them time actually caused more hassle and stress than it was worth. And that there’s a better way.

@migueldeicaza@mastodon.social
2026-01-15 03:15:07

In this world nothing can be said to be certain except death, taxes and LLM will dutifuly exfiltrate your data via a hidden prompt:
promptarmor.com/resources/clau

@michabbb@social.vivaldi.net
2025-12-28 10:40:47

🔧 Install via: /plugin marketplace add anthropics/claude-code then /plugin install ralph-wiggum@claude-code-plugins
💡 Philosophy: "Better to fail predictably than succeed unpredictably" - prompt engineering becomes the critical skill
paddo.dev/blog/ralph-wiggum-au

@Techmeme@techhub.social
2025-12-16 16:41:09

Meta launches prompt-based sound separation model SAM Audio in its Segment Anything Playground, letting users isolate individual sounds from complex recordings (Mike Wheatley/SiliconANGLE)
siliconangle.com/2025/12/16/me

@heiseonline@social.heise.de
2025-11-26 10:20:00

heise | Lokal und kostenlos: Videos in Zeichentrick, Realfilm oder Fantasy verwandeln
Videos gratis via Prompt umgestalten – ideal für charakterstarke Grüße, Memes oder YouTube-Clips. Der lokale "Ditto"-Workflow in ComfyUI ermöglicht dies.

@almad@fosstodon.org
2026-01-28 05:46:54

So many predictions saying how AI and crypto will converge this year, because agents need to pay.
I look forward to it. Merging a famous fractal scam industry (as meticulously documented by @…) with a technology that still haven't taken even a stab at solving prompt injection (as meticulously documented by @…

@newsie@darktundra.xyz
2025-12-08 13:19:12

UK intelligence warns AI 'prompt injection' attacks might never go away therecord.media/prompt-injecti

@metacurity@infosec.exchange
2026-01-24 12:17:56

Happy Saturday! Metacurity offers our free and premium subscribers a weekly digest of the best long-form (and longish) infosec-related pieces we couldn't properly fit into our daily news crush.
This week's selection covers
--The untouchable hacker god who destroyed psychotherapy patients,
--AI prompt injection is an unsolvable problem,
--Deepfakes are messing up Canada's justice system,
--What the hack of Russia's Unified Military Registry revea…

@stefanlaser@social.tchncs.de
2025-11-24 12:49:43

The chat interface was a marketing bet. Selling #AI as if it is not auto complete. It still is.
"#ChatGPT shifted the user’s relationship to text, moving the prompt from a ‘piece of writing for the model to finish’ to a ‘question calling for an answer’."

@floheinstein@chaos.social
2025-12-25 04:38:03

Several times now, I experienced discussions that reached a point where someone replied with "But ChatGPT says..." and screenshot. Usually it went downhill from there.
Is this the new Godwin's Law?
"As an online discussion grows longer, the probability of someone posting the result of an LLM prompt approaches one."
#ReductioAdHitlerum

Ron Burgundy leaning back with a beverage, captioned well that escalated quickly
@Techmeme@techhub.social
2025-12-16 14:10:47

Adobe updates Firefly's app to add a prompt-based video editor using Runway's Aleph model, and adds image and video models from Black Forest Labs and others (Ivan Mehta/TechCrunch)
techcrunch.com/2025/12/16/adob

@kctipton@mas.to
2026-01-18 22:12:27

Major EU states condemn Trump tariff threats, consider retaliation | Reuters reuters.com/world/europe/trump

@ripienaar@devco.social
2025-11-22 05:44:58

Needed to build something quite weird that involves NFC tags and mainly Notion DB as storage and UI
Didn’t feel like learning Notion cos I am not a fan.
Worked with ChatGPT to make a spec and prompt this was useful while doing that totally changed my mind to something better
Gave it to codex and it one-shot built it perfectly in 20 minutes without interaction, worked first time once I fixed a mistake I made in Notion.
Lots of issues with AI but it’s certainly moving…

Evidence that AI is normal technology include AI systems that are good enough to be useful but not good enough to be trusted, continuing to require human oversight that limits productivity gains;
prompt injection and security vulnerabilities remain unsolved, constraining what agents can be trusted to do;
domain complexity continues to defeat generalization, and what works in coding doesn’t transfer to medicine, law, science;
regulatory and liability barriers prove high enou…

@Techmeme@techhub.social
2025-11-18 16:41:50

Google details a new implementation of generative UI that lets Gemini 3 Pro build interactive interfaces for any prompt, launching in the Gemini app and AI Mode (Google Research)
research.google/blog/generativ

@larsfosdal@mastodon.social
2025-11-18 19:22:02

Also - Gemini prompt: "Create a humorous video illustrating unlikely reasons why Cloudflare is down"
#cloudflare

@gratianriter@bildung.social
2025-11-19 09:01:06

„ For teaching, this means teaching language with an explicit focus on wellbeing of all class members and striving to be an inclusive setting for all learners. It means finding ways to bring in critical reflection to prompt thinking about social structures, people’s thoughts and feelings in relation to their positioning within social structures, and ways to value and empower individuals.“

@ErikJonker@mastodon.social
2025-11-16 12:10:00

Powertip for anyone using LLMs like ChatGPT, Claude etcetera, use a personalised system prompt (you can find it in the settings under various names), it really improves the outputs. There are plenty of tips online (Google) about what to put in them.
#ai #llm

@rene_mobile@infosec.exchange
2025-12-17 22:02:08

Meta prompt engineering - using GenAI to optimize prompts for GenAI - is the homeopathy of computer science.
Both promise better results by diluting the real essence to the point of nonexistence. What is left is pure noise.

@krone@frawas.de
2025-12-24 16:29:10

Ungewöhnlicher Einsatz - Nach Alarm: Elch „Emil“ entpuppt sich als Esel #News #Nachrichten

@zachleat@zachleat.com
2026-01-14 17:14:48

@… I particularly like that the source cited there discuss.ai.google.dev/t/how-ma contains the prompt …

@andres4ny@social.ridetrans.it
2026-01-16 03:00:17

What the actual fuck?
The 13yo kept wanting to know if #Mamdani has seen K-pop Demon Hunters (don't ask me why, but he was bugging me to look it up all afternoon while we were out; I was discussing Mamdani w/ the family for other reasons:

Google's "AI Mode", with the prompt, "has mamdani seen kpop demon hunters."

Its response:

"As of January 2026,
Zohran Mamdani has not only seen KPop Demon Hunters
but has actively engaged with its content in public and diplomatic settings. Both Mamdani and the film were among Google’s top trending searches of 2025. 
Specific instances of Mamdani's involvement with the film include:

 * Diplomatic Performance: At a recent summit in Tokyo, [the rest is highlighted by me for fucking emp…
@Life_is@no-pony.farm
2025-11-24 15:30:31
Prompt: Ist Elon Musk grokiger als Elon Musk?
@life_is@no-pony.farm
2025-11-24 15:30:31
Prompt: Ist Elon Musk grokiger als Elon Musk?
@weltenkreuzer@social.tchncs.de
2025-11-17 20:39:49

Vor einigen Monaten bin ich beim Laufen von den teuren Kompressions-Laufsocken auf billige Socken umgestiegen, die sich auf den ersten Blick auch sehr bequem angefühlt haben.
Seit einigen Wochen merke ich, dass meine Beine sich nach dem Laufen deutlich müder anfühlen und auch länger zum Regenerieren brauchen.
Gestern habe ich die Verbindung gesehen, wieder die guten Socken angezogen und prompt fühlen sich die Beine wieder besser an.
Kann Zufall sein, aber ich bleibe jetzt w…

@whophd@ioc.exchange
2026-01-25 07:59:00

@… Apple II history question: Do you remember the boot loader for the Microcom versions of Flight Simulator? (It was only Microcom, I think?)
It might only be cracked versions, or some of them. But I'm trying to get a screenshot or anything of the boot loader that does this:
1. No scroll
2. No "]" prompt at the bottom

@cosmos4u@scicomm.xyz
2025-11-13 00:20:32

An axisymmetric shock breakout indicated by prompt polarized emission from the type II #supernova 2024ggi: science.org/doi/10.1126/sciadv -> Unique shape of star’s explosion revealed just a day after detection: eso.org/public/news/eso2520/

@gray17@mastodon.social
2025-11-17 07:49:09

at the moment, everyone having a phone camera is good evidence for reality. you can have multiple angles of the same moment and check them for consistency. it's hard to synthesize that, because gen-AI is bad at continuity.
I expect this to change within 5y. it's expensive to get continuity in high-res video of a 3d scene, but it's achievable.
people will keep trying prompt-to-video, but that will never work as well as prompt-to-scene-file-to-renderer.

@heiseonline@social.heise.de
2025-11-20 10:46:00

DeepSeek-R1 erzeugt unsicheren Code bei politisch sensiblen Begriffen
Die chinesische KI DeepSeek-R1 erzeugt schlechteren Code, wenn Begriffe wie Falun Gong oder Taiwan im Prompt stehen. Das fanden Sicherheitsforscher heraus.

@bencurthoys@mastodon.social
2025-11-13 15:06:18

Writing Prompt - True Names have power. But your name is only your True Name if you were ritually given your name in a ceremony - e.g. in a church christening. Filling in registry office forms doesn't count. A steadily growing chunk of the world doesn't have a True Name and cannot be controlled...

@schtobia@augsburg.social
2025-11-19 09:34:32

RE: #mcp

@todbot@mastodon.social
2026-01-12 18:58:45

I love how signing into Fusion 360 has the same apparent complexity of launching nuclear missiles: opening four different windows across two apps, requiring reading off a secret code after inputting other secret codes. It’s too bad they don’t include a keylock USB device and play “TURN YOUR LAUNCH KEY SIR” after clicking the final signin prompt #fusion360

TURN YOUR KEY SIR scene from Wargames (1982)
‪@todbot@mastodon.social‬
2026-01-12 18:58:45

I love how signing into Fusion 360 has the same apparent complexity of launching nuclear missiles: opening four different windows across two apps, requiring reading off a secret code after inputting other secret codes. It’s too bad they don’t include a keylock USB device and play “TURN YOUR LAUNCH KEY SIR” after clicking the final signin prompt #fusion360

@michabbb@social.vivaldi.net
2026-01-25 15:02:03

🤖 Designed for AI coding agents like #GeminiCLI, #ClaudeCode, and others with system prompt integration and Agent Skills support
📋 Three-subcommand architecture: info for discovery, grep for searching, call for execution - structured error messages with recovery suggestions
🔧 …

@thomastraynor@social.linux.pizza
2025-11-16 12:48:42

Hell NO! A face or fingerprint is not a secure way. I understand the concept of a passkey, but using either isn't a way I am comfortable using.

Pass key prompt. They say a face picture or fingerprint is a secure way to sign in.
@jdrm@social.linux.pizza
2026-01-16 21:45:51

Pero qué fantasía es esta github.com/google-gemini/gemin

@unixorn@hachyderm.io
2026-01-09 15:08:24

OH on slack: It's not prompt engineering. It's sloperating
#ai #fuck_ai #generativeAI

@Tupp_ed@mastodon.ie
2026-01-08 09:15:30

Yesterday, after a mild query by some parents, my daughter’s primary school sent out a notice to say they were going to stop using their X account for comms.
It’s as simple as that. There are plenty of alternatives.
But even if there weren’t you can’t contribute to that.
And it can be as simple as
asking to prompt a change.

@phpmacher@sueden.social
2025-12-10 11:32:26

Ich hasse den Begriff #VibeCoding.
Natürlich kannst du irgendwas mit einem Prompt hinrotzen lassen, das dann irgendwas tut.
Aber mit Software-Entwicklung hat das dann nichts zu tun.

@whitequark@mastodon.social
2025-12-03 18:31:20

this is the most executive-brained thing i've seen this month
(to the S3 object) "hello, computer?"

The promptObject API enables users to “talk” to unstructured objects in the same way one would engage an LLM moving the storage world from a PUT and GET paradigm to a PUT and PROMPT paradigm. Applications can use promptObject through function calling with additional logic. This can be combined with chained functions with multiple objects addressed at the same time.

This means that application developers can exponentially expand the capabilities of their applications without requiring domain-sp…
@compfu@mograph.social
2025-12-12 07:56:12

Good examples in that article for why a prompt-based system for system administration seems odd: You type a hundred-word question and are told by the AI to use apt when the Fedora system doesn’t use that package manager at all. mstdn.social/@osnews/115702679

@lpryszcz@genomic.social
2025-12-10 08:18:36

imagine spinning a little jet engine capable of supersonic flight next time you prompt your favorite LLM / genAI...
naturally, there are companies producing gas turbines for data centers, but like with RAM memory and SSD, the unexpected growth of data centers caused shortages, hence repurposing of jet engines for energy production...

@aardrian@toot.cafe
2025-11-04 15:07:46

Updated adrianroselli.com/2025/10/open to link to a post from Stephanie Stimac that I missed, Simon Willison on prompt injection attacks, a sample attack from Brave, and Chris Coyier’s surprisingly long lis…

@markhburton@mstdn.social
2025-12-05 09:28:54

Here's a new irritation, on several sites.
An intrusive prompt to scroll to the next article, obscuring what you are reading.
MEN at least lets you close it. Not all do.
Funnily enough, I can navigate menus, and go to the toilet too, all by myself.

Manchester Evening News online article partly obscured by a black semicircle prompt to scroll to the next article.
@Techmeme@techhub.social
2025-11-26 01:26:09

Sources: a new network of super PACs plans to raise ~$50M to counter the Leading the Future super PAC and back candidates who prioritize AI regulations (Theodore Schleifer/New York Times)
nytimes.com/2025/11/25/us/poli

@larsfosdal@mastodon.social
2025-12-19 19:01:01

I had this little avatar from years ago, originally borrowed from a series of Flash animations called "Ninjai - the little ninja".
It was way to small to be used for an avatar in its current size, so I asked Gemini to upscale it and give it a little more texture.
Mind blown!
#AI #GenAI

A screenshot from Gemini, showing a tiny image containing an avatar from Ninjai, the prompt "Upscale this to 512 by 512 and make it more detailed, but without adding any background. Scale up, make it smooth, but with sharp lines as if drawn at the higher resolution. Add texture to hat and clothes" and the result which is identical, but large and detailed while not breaking the style of the original avatar.
@teledyn@mstdn.ca
2025-12-08 19:22:54

RE: cosocial.ca/@hyphacoop/1156853
They likely won't like my answers. 😅
FWIW a 7B param LLM costs around 55MWh to train and test, and about 300Wh per query. Then factor that 52% of the answers are unusable, so like Lay's potato chips, NOBODY does only one prompt.

@davej@dice.camp
2025-12-04 09:36:51

Per @…’s prompt, this week’s #ThursdayFiveList is #TheLastFive songs I’ve listened to:
5. Cat Power, “New York”—

A cartoon hand with its fingers outstretched. Beside it are the number 5, and the word “five” in cartoonish, sans-serif letters.
@paulbusch@mstdn.ca
2026-01-06 13:17:05

Good Morning #Canada
Yesterday we had a Yellow snowfall warning and today it's a Yellow freezing rain warning. It seems like the winter of 2025 - 2026 is going to prompt more conversation than usual about the weather. Therefore I'm providing this Wiki article as a public service. You can meteorologicaly mesmerize your family, friends, and coworkers with these wild bits of trivia on Canadian extreme weather. And even if you don't awkwardly wedge some of this into your conversations, the crazy numbers appeal to the weather nerds in all of us.
#CanadaIsAwesome #Weather
Weather extremes in Canada - Wikipedia
en.wikipedia.org/wiki/Weather_

@metacurity@infosec.exchange
2025-12-08 13:54:29

Check out today's Metacurity for the most critical infosec developments you might have missed over the weekend, including
--77,000-plus IP addresses are vulnerable to maximum severity React2Shell flaw,
--NCSC warns prompt injection threats might be forever,
--Apple and Google issue new spyware warnings,
--Apache Tika critical flaw allows XXE injection attacks,
--Japanese high school student accused of using ChatGPT to attack internet cafe chain,
--US is…

@grahamperrin@bsd.cafe
2025-12-04 05:49:22

For shell examples in documents such as the FreeBSD Handbook:
― the copy icon is bugged.
It wrongly includes the command prompt.
#FreeBSD #documentation

@arXiv_csGR_bot@mastoxiv.page
2026-01-21 08:13:41

Copy-Trasform-Paste: Zero-Shot Object-Object Alignment Guided by Vision-Language and Geometric Constraints
Rotem Gatenyo, Ohad Fried
arxiv.org/abs/2601.14207 arxiv.org/pdf/2601.14207 arxiv.org/html/2601.14207
arXiv:2601.14207v1 Announce Type: new
Abstract: We study zero-shot 3D alignment of two given meshes, using a text prompt describing their spatial relation -- an essential capability for content creation and scene assembly. Earlier approaches primarily rely on geometric alignment procedures, while recent work leverages pretrained 2D diffusion models to model language-conditioned object-object spatial relationships. In contrast, we directly optimize the relative pose at test time, updating translation, rotation, and isotropic scale with CLIP-driven gradients via a differentiable renderer, without training a new model. Our framework augments language supervision with geometry-aware objectives: a variant of soft-Iterative Closest Point (ICP) term to encourage surface attachment and a penetration loss to discourage interpenetration. A phased schedule strengthens contact constraints over time, and camera control concentrates the optimization on the interaction region. To enable evaluation, we curate a benchmark containing diverse categories and relations, and compare against baselines. Our method outperforms all alternatives, yielding semantically faithful and physically plausible alignments.
toXiv_bot_toot

@jkmartindale@mastodon.social
2025-12-09 01:10:49

@maffsie@queer.party it's ok, my user prompt makes it sassy because it's funni

@arXiv_csLG_bot@mastoxiv.page
2025-12-22 11:50:19

Crosslisted article(s) found for cs.LG. arxiv.org/list/cs.LG/new
[1/3]:
- Optimizing Text Search: A Novel Pattern Matching Algorithm Based on Ukkonen's Approach
Xinyu Guan, Shaohua Zhang
arxiv.org/abs/2512.16927 mastoxiv.page/@arXiv_csDS_bot/
- SpIDER: Spatially Informed Dense Embedding Retrieval for Software Issue Localization
Shravan Chaudhari, Rahul Thomas Jacob, Mononito Goswami, Jiajun Cao, Shihab Rashid, Christian Bock
arxiv.org/abs/2512.16956 mastoxiv.page/@arXiv_csSE_bot/
- MemoryGraft: Persistent Compromise of LLM Agents via Poisoned Experience Retrieval
Saksham Sahai Srivastava, Haoyu He
arxiv.org/abs/2512.16962 mastoxiv.page/@arXiv_csCR_bot/
- Colormap-Enhanced Vision Transformers for MRI-Based Multiclass (4-Class) Alzheimer's Disease Clas...
Faisal Ahmed
arxiv.org/abs/2512.16964 mastoxiv.page/@arXiv_eessIV_bo
- Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows
Wanghan Xu, et al.
arxiv.org/abs/2512.16969 mastoxiv.page/@arXiv_csAI_bot/
- PAACE: A Plan-Aware Automated Agent Context Engineering Framework
Kamer Ali Yuksel
arxiv.org/abs/2512.16970 mastoxiv.page/@arXiv_csAI_bot/
- A Women's Health Benchmark for Large Language Models
Elisabeth Gruber, et al.
arxiv.org/abs/2512.17028 mastoxiv.page/@arXiv_csCL_bot/
- Perturb Your Data: Paraphrase-Guided Training Data Watermarking
Pranav Shetty, Mirazul Haque, Petr Babkin, Zhiqiang Ma, Xiaomo Liu, Manuela Veloso
arxiv.org/abs/2512.17075 mastoxiv.page/@arXiv_csCL_bot/
- Disentangled representations via score-based variational autoencoders
Benjamin S. H. Lyo, Eero P. Simoncelli, Cristina Savin
arxiv.org/abs/2512.17127 mastoxiv.page/@arXiv_statML_bo
- Biosecurity-Aware AI: Agentic Risk Auditing of Soft Prompt Attacks on ESM-Based Variant Predictors
Huixin Zhan
arxiv.org/abs/2512.17146 mastoxiv.page/@arXiv_csCR_bot/
- Application of machine learning to predict food processing level using Open Food Facts
Arora, Chauhan, Rana, Aditya, Bhagat, Kumar, Kumar, Semar, Singh, Bagler
arxiv.org/abs/2512.17169 mastoxiv.page/@arXiv_qbioBM_bo
- Systemic Risk Radar: A Multi-Layer Graph Framework for Early Market Crash Warning
Sandeep Neela
arxiv.org/abs/2512.17185 mastoxiv.page/@arXiv_qfinRM_bo
- Do Foundational Audio Encoders Understand Music Structure?
Keisuke Toyama, Zhi Zhong, Akira Takahashi, Shusuke Takahashi, Yuki Mitsufuji
arxiv.org/abs/2512.17209 mastoxiv.page/@arXiv_csSD_bot/
- CheXPO-v2: Preference Optimization for Chest X-ray VLMs with Knowledge Graph Consistency
Xiao Liang, Yuxuan An, Di Wang, Jiawei Hu, Zhicheng Jiao, Bin Jing, Quan Wang
arxiv.org/abs/2512.17213 mastoxiv.page/@arXiv_csCV_bot/
- Machine Learning Assisted Parameter Tuning on Wavelet Transform Amorphous Radial Distribution Fun...
Deriyan Senjaya, Stephen Ekaputra Limantoro
arxiv.org/abs/2512.17245 mastoxiv.page/@arXiv_condmatmt
- AlignDP: Hybrid Differential Privacy with Rarity-Aware Protection for LLMs
Madhava Gaikwad
arxiv.org/abs/2512.17251 mastoxiv.page/@arXiv_csCR_bot/
- Practical Framework for Privacy-Preserving and Byzantine-robust Federated Learning
Baolei Zhang, Minghong Fang, Zhuqing Liu, Biao Yi, Peizhao Zhou, Yuan Wang, Tong Li, Zheli Liu
arxiv.org/abs/2512.17254 mastoxiv.page/@arXiv_csCR_bot/
- Verifiability-First Agents: Provable Observability and Lightweight Audit Agents for Controlling A...
Abhivansh Gupta
arxiv.org/abs/2512.17259 mastoxiv.page/@arXiv_csMA_bot/
- Warmer for Less: A Cost-Efficient Strategy for Cold-Start Recommendations at Pinterest
Saeed Ebrahimi, Weijie Jiang, Jaewon Yang, Olafur Gudmundsson, Yucheng Tu, Huizhong Duan
arxiv.org/abs/2512.17277 mastoxiv.page/@arXiv_csIR_bot/
- LibriVAD: A Scalable Open Dataset with Deep Learning Benchmarks for Voice Activity Detection
Ioannis Stylianou, Achintya kr. Sarkar, Nauman Dawalatabad, James Glass, Zheng-Hua Tan
arxiv.org/abs/2512.17281 mastoxiv.page/@arXiv_csSD_bot/
- Penalized Fair Regression for Multiple Groups in Chronic Kidney Disease
Carter H. Nakamoto, Lucia Lushi Chen, Agata Foryciarz, Sherri Rose
arxiv.org/abs/2512.17340 mastoxiv.page/@arXiv_statME_bo
toXiv_bot_toot

@goebelmasse@det.social
2025-11-05 23:17:44

Oh, ChatGPT scheint da ein paar Anfälligkeiten zu haben, und die sind gar nicht schwierig auszunutzen…
thehackernews.com/2025/11/rese
»Indirect prompt injection vulnerability über vertrauenswürdige Websites im Browsing-Kontext, …

@Techmeme@techhub.social
2025-11-24 20:35:48

Anthropic says Claude Opus 4.5 is "harder to trick with prompt injection than any other frontier model in the industry" but isn't "immune" to such attacks (Hayden Field/The Verge)
theverge.com/ai-artificial-int

Questions remain about how leaders at the Los Angeles fire department responded to a fire that leveled entire communities,
and who within the agency knew about concerns the fire could still pose a threat.
A former LA city councilor says the aftermath and recovery effort should serve as a Pearl Harbor moment for the city,
which should never again be in a position with flames encroaching on all sides.
The LA Times has published a series of bombshell revelationsabout th…

@Mediagazer@mstdn.social
2025-12-10 21:06:02

Spotify will begin testing a feature that lets a user write a prompt for a playlist and receive a unique set of songs based on the user's earlier behavior (Sarah Perez/TechCrunch)
techcrunch.com/2025/12/10/spot

@heiseonline@social.heise.de
2025-12-11 08:13:00

Prompted Playlists: Spotify-Wiedergabelisten per KI-Befehl erstellen
Spotify führt Prompted Playlists ein: Mit der KI-Funktion können User per Prompt eigene Playlists erstellen lassen. Bisher funktioniert das nur in Neuseeland.

@cowboys@darktundra.xyz
2026-01-20 20:41:26

Cowboys to meet with Parker on Wednesday; Packers also interested cowboyswire.usatoday.com/story

@gwire@mastodon.social
2025-12-17 07:59:11

If I were running an AI company, I'd ban employees from implying any AI can have consciousness or sentience - for the simple reason that it would prompt comparisons to slavery.
404media.co/anthropic-exec-for

@metacurity@infosec.exchange
2025-11-03 15:26:34

So much happened over the weekend, so check out today's Metacurity for the most critical infosec developments you might have missed, including
--Hackers who stole trove of sensitive UPenn data derides 'dog**** elitist institution',
--LLM giants are trying to stop indirect prompt injection attacks,
--Oz government warns of Cisco IOS XE flaws,
--Polish authorities probe cyberattack on online loan platform,
--Chinese President Xi Jinping joked about smar…

@michabbb@social.vivaldi.net
2026-01-05 15:47:21

🔧 Prompt sensitivity testing - verify small phrasing changes don't break behavior (formal vs casual openings)
💰 Cost tracking built-in - use cheap model for conversation, smarter model for judging. Budget alerts at $5/month, run tests nightly not on every commit
🎓 Real catches: character breaks, premature agreement, prompt injection leaks, persona drift in long conversations

@heiseonline@social.heise.de
2025-11-07 20:49:00

heise | GitHub Spark im Test: Apps programmieren, ohne eine Zeile Code zu schreiben
Prompt eingeben, Enter drücken und fertig ist die App – ohne eine Zeile Code zu tippen. Wir haben getestet, was GitHubs KI-Programmierer Spark wirklich kann.

@heiseonline@social.heise.de
2025-12-08 17:20:00

Anthropic-Philosophin erklärt: So schreiben sie wirklich gute Prompts
Laut Amanda Askell von Anthropic ist Prompt Engineering mehr als nur Ausprobieren. Philosophie habe ihr geholfen, Anweisungen an KI-Tools klarer zu formulieren.

@metacurity@infosec.exchange
2026-01-05 14:05:09

After two glorious weeks off , Metacurity is back with a holiday round-up edition of the top infosec developments you should know, including
--Substation destruction and not cyber expertise likely led to Caracas power outages,
--Denmark says Russia was behind destructive cyberattacks,
--CISA staffers suspended after organizing polygraph test of acting director,
--Chinese cyberattacks on Taiwan jumped in 2025,
--OpenAI says prompt injection attack risks are here t…

@Techmeme@techhub.social
2026-01-22 19:31:00

Google launches free SAT practice exams in the Gemini app, providing students with performance analysis and detailed explanations for incorrect answers (Lauren Forristal/TechCrunch)
techcrunch.com/2026/01/22/goog

@Techmeme@techhub.social
2025-11-20 16:45:47

Nano Banana Pro is great at following instructions, generates interim "thought images", and makes full infographics with well-rendered text from a short prompt (Simon Willison/Simon Willison's Weblog)
simonwillison.net/2025/Nov/20/

@Techmeme@techhub.social
2025-12-07 06:46:07

PermitFlow, which develops AI-powered workflow software for construction permitting, raised a $54M Series B led by Accel, a source says at a ~$500M valuation (Rashi Shrivastava/Forbes)
forbes.com/sites/the-prompt/20

@Techmeme@techhub.social
2025-11-13 23:30:49

OpenAI releases GPT-5.1 in the API, featuring a "no-reasoning" mode and extended prompt caching with up to 24-hour retention to generate faster responses (OpenAI)
openai.com/index/gpt-5-1-for-d

@Techmeme@techhub.social
2025-11-14 01:45:44

OpenAI is piloting group chats in ChatGPT in Japan, New Zealand, South Korea, and Taiwan; up to 20 users can be invited to prompt ChatGPT in a shared space (OpenAI)
openai.com/index/group-chats-i

@Techmeme@techhub.social
2026-01-12 22:15:49

Hands-on with Claude Cowork: looks well positioned to bring the powerful capabilities of Claude Code to a wider audience, but risks of prompt injections remain (Simon Willison/Simon Willison's Weblog)
simonwillison.net/2026/Jan/12/

@Techmeme@techhub.social
2025-12-10 23:51:03

Spotify will begin testing a feature that lets a user write a prompt for a playlist and receive a unique set of songs based on the user's earlier behavior (Sarah Perez/TechCrunch)
techcrunch.com/2025/12/10/spot

@Techmeme@techhub.social
2025-12-06 20:35:59

ChatGPT head says screenshots of ChatGPT ads are "either not real or not ads"; OpenAI's research head says "anything that feels like an ad" is now turned off (Matthias Bastian/The Decoder)
the-decoder.com/openai-insists