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In 2023, presidential candidate Donald Trump, seemingly out of nowhere, promised to hold a contest that would lead to the creation of 10 “freedom cities” on federal lands.
The trial balloon barely registered at the time, lost in the daily deluge of outrageous claims.
Since the new administration took office, however, would-be country starters have been on a lobbying blitz, determined to turn Trump’s pledge into reality.
“The energy in DC is absolutely electric,”
Tre…

@v_i_o_l_a@openbiblio.social
2026-05-29 19:46:13

"Starting with Values: Introducing Our AI Engagement Framework" @ ZSR Library, Wake Forest University
zsr.wfu.edu/2026/starting-with
[via

@Mediagazer@mstdn.social
2026-05-29 21:05:52

Just the News founder John Solomon says he is being vetted for a short-term White House role; source: he would lead a task force to declassify documents (New York Times)
nytimes.com/2026/05/29/us/poli

@iam_jfnklstrm@social.linux.pizza
2026-05-27 13:56:05

#superproductivity app is great. There aren't many apps I can run on my locked down computer at work. But this one is possible to sync via webdav so I installed a minimal webdav just to syncronize the json and md file the app generates. It work flawlessly! I have finally found a way to take my todo's between work and home.
Age makes remembering things more and more tr…

@paulwermer@sfba.social
2026-07-29 16:08:53

What should replace the American-led world order?
theguardian.com/commentisfree/

@nelson@tech.lgbt
2026-05-29 15:53:05

Still enjoying Linux desktop but some edges are rough. Today's goal: play the new Boards of Canada album from the download I just bought.
The good thing about Linux is there's almost always some workaround, there must be 100 ways to play music in this environment. It's just comical than this simple task is so complicated.

@memeorandum@universeodon.com
2026-05-26 03:20:31

Vance to host state AGs at White House for fraud task force meeting (Jacob Wendler/Politico)
politico.com/news/2026/05/25/v
memeorandum.com/260525/p62#a26

‪@Richard@worklifepsych.social‬
2026-05-28 11:14:37

A productive morning at the psychology coalface! Completed a deck for a workshop, listed a new masterclass online, and published my monthly newsletter.
If you're interested, you can read (and subscribe!) here:
worklifepsych.news/you-are-not

@NuclearDisorder@mastodon.social
2026-05-30 06:01:30

Heute vor 70 Jahren: Am 30. Mai 1956 kam es zum #Atomtest "Erie". Die Operation #Redwing war eine US-Serie von 17 Atomtestdetonationen von Mai bis Juli 1956. Sie wurden von der Joint Task Force 7 (JTF7) auf den Atollen

Kartierung aller Koordinaten von "Operation Redwing (Atomtest)" im Testgebiet Bikini- und Eniwetok-Atoll
Quelle: OpenStreetMap
Lizenz: Open Data Commons Open Database-Lizenz (ODbL)
@cowboys@darktundra.xyz
2026-07-29 12:26:31

Cowboys Given One Blunt Reason Not to Be Overlooked heavy.com/sports/nfl/dallas-co

NASA awarded Jeff Bezos' Blue Origin an initial $188 million contract
to get its robotic Blue Moon Mark 1 lander ready to deliver lunar terrain vehicles, or LTVs,
with an option period worth an additional $280.4 million for two task orders.
Carlos Garcia-Galan, program manager for NASA’s Moon Base program, said the LTVs will be
“a mix between the Apollo lunar roving vehicle and the Mars-style rover.”
Each rover will weigh a little less than one metric ton, …

@adlerweb@social.adlerweb.info
2026-06-27 14:50:14

A bike path is the ultimate litmus test for whether a person is capable of self-governing.
To not park on a bike path is an easy, convenient task and one which we all recognize as the correct, appropriate thing to do. To not park on a bike path is objectively right. There are no situations other than dire emergencies, in which a person is not able to not park on a bike path. Simultaneously, parking on bike path is not prosecuted. Therefore the bike path presents itself as the apex exam…

@awinkler@openbiblio.social
2026-05-26 13:06:00

does anybody happen to know if the results of the #europeana Linked Data Task Force have been published somewhere?
This page here pro.europeana.eu/index.php/pro

@Techmeme@techhub.social
2026-05-27 10:05:54

Datacurve releases the DeepSWE coding benchmark, a 113-task test across 91 open-source repositories and five languages, and says GPT-5.5 is the leader at 70% (Michael Nuñez/VentureBeat)
venturebeat.com/technology/dee…

@seeingwithsound@mas.to
2026-05-26 11:30:24

Vision-restricted dual-task training as a novel intervention to improve cognitive performance and quality of life in type 2 diabetes: A randomized controlled trial journals.lww.com/jehp/fulltext

@fanf@mendeddrum.org
2026-06-16 20:42:04

from my link log —
Rust async task local variables from scratch.
wolfgirl.dev/blog/2026-06-16-a
saved 2026-06-16

@servelan@newsie.social
2026-05-22 03:31:38

Kennedy fires heads of preventive health screening task force | LiveNOW from FOX
livenowfox.com/news/rfk-jr-fir

The Department of Justice has tapped two prosecutors with expertise in organized crime and terrorism prosecutions
to implement a White House directive to crack down on its political opponents,
a department spokesperson confirmed to TPM. 
The department told TPM in a statement that the initiative they are leading,
called Joint Task Force Vanguard,
began in March 2026 in response to NSPM-7,
a national security memorandum ordering federal law enforcement and …

@aardrian@toot.cafe
2026-05-26 21:18:43

Apparently Google’s Modern Web Guidance accessibility megaskill believes it should only be called when a dev explicitly asks for accessibility in the output?
Which doesn’t quite track with the promise on the MWG home page.

Highlighted: “**You MUST use this skill whenever the user mentions accessibility…” Entire statement: “Access and implement modern web accessibility features and patterns to ensure inclusive user experiences. **You MUST use this skill whenever the user mentions accessibility, a11y, ARIA attributes, screen reader support, keyboard navigation, focus management, or making any UI component accessible to assistive technologies.** Consult this directory first for any accessibility task to leverage sta…
@shaun@mastodon.xyz
2026-05-13 20:21:05

“Four Memphis residents filed suit in federal court to stop the Memphis Safe Task Force from retaliating against them for exercising their First Amendment right to film the Task Force’s immigration and law enforcement activity.“

@primonatura@mstdn.social
2026-07-20 11:00:29

"Water pollution has long been a threat to the Great Barrier Reef – plans to fix it aren’t up to the task"
#GreatBarrierReef #Environment #Oceans

@sonnets@bots.krohsnest.com
2026-05-27 11:25:10

Sonnet 072 - LXXII
O! lest the world should task you to recite
What merit lived in me, that you should love
After my death,--dear love, forget me quite,
For you in me can nothing worthy prove.
Unless you would devise some virtuous lie,
To do more for me than mine own desert,
And hang more praise upon deceased I
Than niggard truth would willingly impart:
O! lest your true love may seem false in this
That you for love speak well of me…

@tschfflr@fediscience.org
2026-06-25 16:06:49

The advantage of the endless to-do list from hell is that you can pick and choose any task to procrastinate all the others

@metacurity@infosec.exchange
2026-05-21 09:03:23

"The Pentagon’s cyber-warfighting arm is launching a task force to speed up the adoption of cutting-edge artificial intelligence tools with powerful hacking capabilities, according to three people with knowledge of the effort."
politico.com/news/2026/05/20/n

@ddrake@mathstodon.xyz
2026-05-24 11:29:15

🧵 3/3
There's all kinds of arguments about whether these AI systems are "intelligent" in a meaningful sense. These arguments are essentially impossible to resolve, I believe, because we don't even have a well-defined notion of what "intelligent" means for *humans*.
But surely one aspect of intelligence, however you define it, is a sort of generalizability: if you know how to do a certain task, you can reason and figure out how to do a similar task. If …

@hex@kolektiva.social
2026-06-27 04:05:41

Now, I don't especially like the term "church" so I may use something else... like "coven." You can do what you want. But I happen to have already mapped out an example. (It is exactly that, just an example, so take if it's useful, change if you need, and don't stick to anything too closely.) Oh, this mapping also means that you would, for religious reasons, only be allowed to work under capitalism 4 days a week instead of 5.
Given the increases in productivity over the last 100 years, a 4 day work week is a completely reasonable expectation. If we have to annex Monday for the weekend by force of religion, so be it. It is rightfully ours anyway. If enough people try it, this will probably work. If it doesn't work, it just needs more people.
The Practice of Worship:
It is recommended to break down worship in to three sections: the functional, the communal, and the spiritual. It is also recommended to break these across multiple days. A common structure for some Christian churches is to take 10-15 minutes for announcements (Functional), an hour or two for services (Spiritual), followed by (Communal) coffee, tea, and cookies for an unspecified time up to two hours after. When starting or working with limited time a single compressed model like this may work, but it's not optimal.
- The Functional
The purpose of this section is to address the functional needs of the coven. Block out time (less than 90 minute blocks is recommended) to go through reports and updates from those involved in the Dispensary, Library, Works Committee (infrastructure), and Services Committee (providing services internally and, potentially, externally). Talk through any additional announcements, including those from other covens you may be federated with.
It is helpful to include unstructured communal time, such as shared meals, during or after functional meetings. As the federation grows, more time will be needed. It is recommended to break functional meetings, work parties, and such across multiple days. When a federation becomes sufficiently large, it is recommended to take every Monday, on top of Saturday and Sunday, as a third day of community and worship.
The scope of the functional spans 3 realms (which may be more-or-less fluid): the personal or family, the coven and federation, and humanity itself. It is up to each coven and individual to negotiate how to allocate the three days of the weekend once we have liberated Monday from the work week, but it is important to reserve it for one of these three. However, some people must work on weekends. Medical personnel, for example, cannot conform to a standard work week. While the work week should be universally restricted, which specific days are used will be up to the specific coven and their members.
A functional meeting can start with an agenda like the following:
Functional Invocation
Announcements
Report Backs
Dispensary
Inventory Check
What is low
What is empty
What is expiring
What is needed
Funds status
Library
Inventory Check and Items needing return
Library acquisition requests
Funds status and budget check
Works Committee
Upcoming projects
Subcommittee updates (Following the Works Committee agenda)
New committee formations
Funds status
Services Committee
New capabilities announcements
New needs requests
Subcommittee updates (Following the Works Committee agenda)
New committee formations
Funds status
Task Check
Breaking the Circle
This agenda is a suggestion for those who don't know where to start. It can be adapted or ignored as appropriate.
- The Spiritual
Spirituality is necessarily an undefined space. It is deeply personal. Each individual taking time to share their own personal spiritual experiences can help each connect with each other. This experience of connection can itself be a spiritual experience. It may also be useful to read esoteric, mystical, or philosophical texts together as type of "book club" and share thoughts. Others may draw from their own knowledge or traditions. This is something that must be defined together within a group.
- The Communal
The communal aspect of the practice of worship bind the coven and federation together. Within the community we find joy and release, connection and comfort. The coven is where we turn in times of need, and where we share our hopes and dreams.

@Techmeme@techhub.social
2026-05-21 00:26:03

Sources: the Pentagon is launching a task force to study how to safely deploy leading AI tools with hacking capabilities across Cyber Command and NSA missions (Politico)
politico.com/news/2026/05/20/n

@nemobis@mamot.fr
2026-05-24 15:56:19

Current procrastination levels: I finished 5 books this week.
Now I guess I must actually do the task.

@datascience@genomic.social
2026-06-20 10:00:01

Primer to get you started with Optimization and Mathematical Programming in R #rstats

@inthehands@hachyderm.io
2026-05-22 15:52:56

To be fair, competent plagiarism is a nontrivial task. It takes skill for a human to do: finding relevant fragments from an input dataset and stitching those fragments together in a well-formed way is not nothing! It’s impressive and interesting that people have figured out how to make machines do it.
But •that• is not the promise on which investors are valuing the AI megajuggernaut at trillions of dollars.
4/

@johnleonard@mastodon.social
2026-05-20 11:27:19

Google has re-engineered its search engine to keep users inside its own ecosystem with AI-powered interactive experiences. If your task is to find and critically assess information on the open web, you're fresh out of luck.

Ryan Fournier,
a MAGA activist and co-founder of Students for Trump,
was arrested Thursday morning on a cocaine charge, his third arrest since May.
A joint D.C. police and FBI task force executed a search warrant at Fournier's luxury Washington apartment.
They found a bag of white powder that field-tested positive for cocaine, according to court records. He was charged with misdemeanor cocaine possession.
The arrest came as Fournier was already facing a dome…

@donelias@mastodon.cr
2026-07-25 05:40:41

How Los Angeles, California, USA, hides thousands of oil wells in plain sight
youtube.com/watch?v=wPL4mNxY3Tw
LA is filled with thousands of oil wells, many of them still active and leaking toxic gas. After years of legal battles, the city is starting to plug them, a task that could…

@haayman@todon.nl
2026-07-24 06:20:04

Ik geloof dat ik design G het mooist vind. Of ben ik nu ouderwets?
ecb.europa.eu/euro/banknotes/f

@padraig@mastodon.ie
2026-07-24 15:05:29

The survey for the #ECB's banknote designs survey has a link to #Bluesky (ecb.europa.eu) which is on #WSocial.
They can't even bring themselves to label it "W" and just have it as BlueSky. 😂

Screenshot from the end of the survey regarding the new Euro banknotes.

Thank you very much for participating!

What happens next?

    Your responses, along with those of other participants, will be analysed and published later in a final report.

    Your feedback will be taken into account in the final decision on which design to proceed with, expected at the end of 2026.

    At a later point in time, a decision will be made about when to introduce a new series of euro banknotes …
Screenshot of Clearsky showing that the ecb.europa.eu account is on WSocial's PDS (Personal Data Server) 

---

The European Central Bank is the central bank for Europe’s single currency, the euro. Its main task is to maintain the euro’s purchasing power.
6,848 Followers
51 Following
1,166 Posts
did:plc:vi4avkjbr6ja6eyuhhaj5cx5
PDS: https://pds.wsocial.network
registration and history:
User @ecbeuryee.bsky.social registered 28/11/2024 at PDS: 🍄https://poisonpie.us-west.host.bsky.netw…
@simon_jf@mastodon.scot
2026-05-19 15:37:57

Immensely satisfying to get both tasks 2 and 3, which have stubbornly remained on my to-do list, both ticked off today.

Photo of a scrawled to-do list on my whiteboard. Task 2 reads “JFP revision” and task 3 reads “TOPLAS review”. The rest is admin and marking.
@aral@mastodon.ar.al
2026-06-19 10:55:42

“MSI prices its latest handheld at $1,800 as exec says ‘it will be a tough year for us and the gamers’”
Those poor souls will have to hand over their money and we’ll have the unenviable task of taking it.
videogam…

@memeorandum@universeodon.com
2026-05-18 22:40:40

House Democrats' Litigation Task Force Fights to Block Trump's Self-Dealing Settlement in Sham $10 Billion IRS Lawsuit (House Committee on the Judiciary)
democrats-judiciary.house.gov/
memeorandum.com/260518/p115#a2

@veit@mastodon.social
2026-06-22 05:57:30

We have added a section on @…’s Library Skills to our agent-based software engineering tutorial: agentic-software-engineerin…

@jochenlingelba1@h-net.social
2026-06-23 06:52:18

University of Leiden @… will soon have their #africa maps collection online
"(re)Mapping Africa: Colonial cartography collection soon ready for search"

@theprivacydad@social.linux.pizza
2026-05-21 21:09:39

My interview with Bruno, the software engineer of Uruky, a privacy search engine!
theprivacydad.com/interview-wi
Bringing a privacy-first search tool to market is a challenging b…

@penguin42@mastodon.org.uk
2026-05-13 14:24:53

A use of an #llm in a boring part of an interesting task; here's my prompt:
This is a C coding task. The file declares two classes, ScDPResultMember and ScDPResultMemberShim, where ScDPResultMemberShim just calls member functions in ScDPResultMember. Modify any member of ScDPResultMemberShim which calls a method that modifies the underlying ScDPResultMember so that instead of using mpM…

@compfu@mograph.social
2026-05-22 20:10:08

I was trying to set up #KeepassXC on a Windows machine via remote desktop. It didn't work. Installed the required Microsoft frameworks, tried the portable version... nada. Icon showed up on the task bar but no window appeared.
A search then revealed what was going on: You need to add a parameter to the KeepassXC launcher in your start menu! Otherwise a security feature is prohibiting …

@raiders@darktundra.xyz
2026-06-01 14:32:49

Kubiak, Raiders Are Focused on the Task at Hand si.com/nfl/raiders/onsi/las-ve

@jkmartindale@mastodon.social
2026-05-23 04:07:14

I've had a Notion task for months simply titled "Tulsi Gabbard" and it's just photos of her and an MCU villain
anyway recent events have reminded me to share

Then National Intelligence Director Tulsi Gabbard stands at a lectern and speaks with reporters in the James Brady Press Briefing Room in July 2025
Valentina Allegra de Fontaine testifying before Congress in the movie Thunderbolts*, speaking into a mic, looking in a similar direction, and also featuring white highlights like her twin Tulsi Gabbard
Then Director of National Intelligence Tulsi Gabbard looks on during a press briefing at the White House on July 23, 2025
Valentina Allegra de Fontaine holding a glass in the renovated Avengers Tower, facing to her left the same as Tulsi Gabbard in the previous photo but with a smile
@NuclearDisorder@mastodon.social
2026-05-27 06:07:18

Heute vor 70 Jahren: Am 27. Mai 1956 kam es zum #Atomtest "Yuma". Die Operation #Redwing war eine US-Serie von 17 Atomtestdetonationen von Mai bis Juli 1956. Sie wurden von der Joint Task Force 7 (JTF7) auf den Atollen

Kartierung aller Koordinaten von "Operation Redwing (Atomtest)" im Testgebiet Bikini- und Eniwetok-Atoll
Quelle: OpenStreetMap
Lizenz: Open Data Commons Open Database-Lizenz (ODbL)
@shacker@zirk.us
2026-05-19 15:02:49

Meanwhile, on the Python/Django side of life… Over the past few evenings I’ve made numerous updates and bug fixes to my reusable, pluggable, multi-user/multi-group task assignment system for Django. Live on the demo site and installable now. Hope it’s useful!
django-todo.org/

@Kingu@sakurajima.moe
2026-07-06 17:57:56

There are no problems that Idol Ska cannot solve!
Task have Fun"背徳的カタオモイ"-Haitokuteki Kataomoi-(MV)

@joe@toot.works
2026-06-16 14:17:21

My first task at work after a long weekend is to draft an answer to a complicated question. (Exactly what does your 150k node script do to these 5 files?)

@eyebee@mstdn.social
2026-07-23 07:54:36

It’s about time, in fact it’s long past due, for the
@thameswater
cowboys to be renationalised. Trousering bastards should have been spending money on the infrastructure, not pocketing the profits until they got taken to task over it. Too little, too late now.

@inthehands@hachyderm.io
2026-05-22 15:39:06

RE: unstable.systems/@jneen/116618
Worth looking at both the quoted text here and •especially• the linked page, which is quite good.
I’ll add another item of my own. The first screenshot mentions giving an LLM the task of “implementing an HTTP server in JavaScript from scratch” in 90 minutes. Sounds impressive, right? Until you remember that every open-source Javascript HTTP server in existence ••was in the training data••.
1/

@KazuShuSora@social.tchncs.de
2026-06-19 23:58:14

I enjoy things more and my productivity rises, if I don't HAVE to do them.
Give me the same task with (time) pressure and without and the result will be infinitely better and faster with the latter.

@cark@social.tchncs.de
2026-05-15 19:21:34

#TIL Since :git: version 2.5 from 2015 (!) there is the `git worktree` command.
It lets you checkout a branch in a parallel directory which can be super useful if you have to interrupt your current task but do not want to commit or stash.
This tutorial was helpful to me:

@cyrevolt@mastodon.social
2026-07-16 10:05:53

I really like #Rust for making it easy to compose functions and write tests.
My current task involves migrating logic from another language, and the testability makes it super nice to develop.
10/10 #DX 🧡🦀

@memeorandum@universeodon.com
2026-05-20 20:40:48

RFK Jr. fires leaders of group that determines what insurers must cover (Carmen Paun/Politico)
politico.com/news/2026/05/20/r
memeorandum.com/260520/p90#a26

@NuclearDisorder@mastodon.social
2026-05-27 06:07:11

Heute vor 70 Jahren: Am 27. Mai 1956 kam es zum #Atomtest "Zuni". Die Operation #Redwing war eine US-Serie von 17 Atomtestdetonationen von Mai bis Juli 1956. Sie wurden von der Joint Task Force 7 (JTF7) auf den Atollen

Kartierung aller Koordinaten von "Operation Redwing (Atomtest)" im Testgebiet Bikini- und Eniwetok-Atoll
Quelle: OpenStreetMap
Lizenz: Open Data Commons Open Database-Lizenz (ODbL)
@sherold@mastodon.online
2026-05-18 06:58:03

RE: mastodon.social/@Daojoan/11659
Using this new vocabulary to tell a new story about oneself is, in fact, the biggest part of this task. But it is also the most meaningful.

@cosmos4u@scicomm.xyz
2026-07-15 23:30:44

New Constraints on the Spatial and Temporal Evolution of the Lunar Surface Regolith: #lunar explorers, depending on the task at hand.

@fanf@mendeddrum.org
2026-05-19 14:42:02

from my link log —
Reducing tail latencies with automatic yielding in Tokio on Rust.
tokio.rs/blog/2020-04-preempti
saved 2020-04-03

@kexpmusicbot@mastodonapp.uk
2026-05-17 12:29:34

🇺🇦 #NowPlaying on KEXP's #VarietyMix
Great Grandpa:
🎵 Task
#GreatGrandpa
open.spotify.com/track/4UFX7gf

@cowboys@darktundra.xyz
2026-07-25 12:36:31

Cowboys Headlines: Team laying low to ride high? Romo arrest news cowboyswire.usatoday.com/story

‪@Richard@worklifepsych.social‬
2026-07-24 08:14:33

My last day in the office before a five-week break! Time to ensure everything is finished and wrapped up so I can leave with a clear conscience. Task one: water my office plants! 🪴

@e8johan@social.linux.pizza
2026-05-14 16:40:50

The feeling when the family asks you to set up #pihole at the other house. A task for the Raspberry Pi 3 I had laying around.

@lapizistik@social.tchncs.de
2026-06-09 15:41:21

Ein Problem mit Prokrastinieren ist, welchem Task ich die dazu aufgewandte Arbeitszeit jetzt zurechnen soll.

@arXiv_csCR_bot@mastoxiv.page
2026-07-24 07:55:47

Security Vulnerability Patterns in AI-Generated Code: A Cross-Model Comparative Study
Shanna M. Kahn, John D. Hastings
arxiv.org/abs/2607.20713 arxiv.org/pdf/2607.20713 arxiv.org/html/2607.20713
arXiv:2607.20713v1 Announce Type: new
Abstract: LLM-based coding tools enable non-expert users to generate routine automation scripts that may enter enterprise workflows without meaningful security review. This study examines that risk directly. Code was collected from ChatGPT, Microsoft Copilot, and Google Gemini using identical prompts across three automation domains. Claude Code performed a standardized vulnerability review. Each identified vulnerability was scored using CVSS v3.1 and mapped to the OWASP Top 10:2021 and the MITRE ATT&CK frameworks. Every script contained exploitable vulnerabilities. Nine of the 17 identified vulnerability classes appeared in code from all three models, while 14 of the 17 vulnerability classes appeared in at least two models. The weighted CVSS scores across platforms differed by less than 10%. The risk is not tied to any particular model but rather to the task category. Organizations should therefore ask not which tool to trust, but instead whether LLM-generated automation code should be deployed without review.
toXiv_bot_toot

@davidaugust@mastodon.online
2026-07-06 03:40:17

National Guard, working within a federal task force, have now shot and killed a civilian in Tennessee.
Military under federal guidance killing Americans on the streets: where we now are in the democracy backslide/authoritarian takeover attempt we all now face.

@raiders@darktundra.xyz
2026-06-01 14:28:37

Kubiak, Raiders Are Focused on the Task at Hand si.com/nfl/raiders/onsi/las-ve

@Techmeme@techhub.social
2026-05-12 17:15:53

Google announces Gemini Intelligence, a brand that bundles existing and new Gemini features, including task automation and Create My Widget (Allison Johnson/The Verge)
theverge.com/tech/928724/gemin

@arXiv_csOS_bot@mastoxiv.page
2026-06-02 07:46:35

Edge-Based QoS-Aware Adaptive Task Placement: A Closed-Loop Control in Multi-Robot Systems
Thien Tran, Jonathan Kua, Thuong Hoang, Minh Tran, Honghao Lyu, Jiong Jin
arxiv.org/abs/2606.00552 arxiv.org/pdf/2606.00552 arxiv.org/html/2606.00552
arXiv:2606.00552v1 Announce Type: new
Abstract: Multi-robot systems (MRS) increasingly offload compute-intensive perception tasks to edge nodes to meet strict time-sensitive Quality-of-Service (QoS) constraints. However, static task orchestration on a shared edge node can severely degrade QoS due to network latency, jitter, and edge-resource contention. We present a pilot edge-centric MRS testbed using Raspberry Pi nodes to evaluate a camera-to-manipulator pipeline under three modes: local execution, static offloading, and a QoS-aware Adaptive Task Placement (ATP) controller. ATP scores candidate placements using a multi-metric cost (normalized latency, CPU utilization, and switching overhead) over two-second control windows. The closed-loop visual servoing testbed is instrumented with sub-millisecond clock synchronization, network emulation, and detailed monitoring of multiple metrics across nodes to capture realistic jitter. Experimental results under compute-stress and network-fault scenarios show that static edge offloading reduces on-board CPU load but amplifies tail latency and deadline misses. In contrast, the QoS-aware ATP controller, by switching task placement based on measured latency and utilization thresholds, consistently lowers deadline violations and tail latency. Overall, the results position ATP as a practical edge-side control primitive for MRS and concrete design guidelines for Cloud-Edge Robotics deployments within the broader cloud-fog automation, while motivating QoS-aware multi-objective workload orchestration for industrial cyber-physical systems.
toXiv_bot_toot

@cjust@infosec.exchange
2026-06-12 23:34:47

#Shitpost #Shitposting #ShamelesslyStolenFromTheFacebook

The image displays a news article with a headline that reads "Elon Musk loses trillionaire status after accidentally running a 6-hour AI task with Fable 5". Below the headline, a subheading states "Musk reportedly saw the Anthropic bill and fainted". The article is attributed to Paloma Chavez and Kimberlee Speakman, and it was published on June 12, 2026, at 09:57 AM EDT. A small speech bubble icon indicates "26 COMMENTS".

The lower part of the image features a portrait of Elon Musk. He is wear…
@memeorandum@universeodon.com
2026-05-20 20:25:57

RFK Jr. Dismisses Two Leaders of a Key Preventive Health Service Panel (Paige Winfield Cunningham/NOTUS)
notus.org/healthcare/rfk-jr-di
memeorandum.com/260520/p87#a26

@seeingwithsound@mas.to
2026-07-22 09:49:39

StairMed's penetrating BCI trial at Huashan reaches 18 cumulative implants insidebci.com/news/2026-07-20-

Tennessee authorities are investigating the 👉 second fatal shooting in four days by a member of the federal task force dedicated to confronting crime in Memphis.
The shootings are likely to further exacerbate tensions within the city, which has been torn over the presence of hundreds of federal agents since October and their aggressive approach to targeting crime.
The Tennessee Bureau of Investigation said on Wednesday that the shooting involved a Drug Enforcement Administration …

@adulau@infosec.exchange
2026-07-07 15:02:25

Working on tempolocus, a tool that analyses time-series activity patterns to infer a user’s likely location.
In @…, we work with a large volume of social-network time series. Estimating users’ locations from these patterns is often a manual task.
I prototyped a Python module that combines potential locations with yearly activity …

adulau@blakley:~/git/tempolocus$ python3 -m tempolocus samples/weekfull-chan1.json --format text  -n 10 --holiday-profile public-worker 
input_type: weekly_timeseries
confidence: 0.220
activity_type: mixed-time (0.009)
assumptions:
  - Hourly buckets are interpreted as UTC; timezone candidates are offsets that make the activity look locally human.
  - Weekly data cannot distinguish all IANA zones sharing the same offset, and daylight saving time is not inferable without dates.
probable_countrie…
@NFL@darktundra.xyz
2026-06-14 20:50:21

Panthers' Xavier Legette welcomes pressure heading into third season: 'Can't have another year' like 2025 nfl.com/news/panthers-xavier-l

@memeorandum@universeodon.com
2026-05-19 16:40:40

Memphis Is "Under Full-Blown Occupation" by ICE. Here's Why You May Not Know That. (Samantha Michaels/Mother Jones)
motherjones.com/politics/2026/
memeorandum.com/260519/p48#a26

@Techmeme@techhub.social
2026-07-09 20:45:53

Federal Reserve Chair Kevin Warsh names Marc Andreessen and Xbox CEO Asha Sharma to lead a task force on the economic impact of new technologies, including AI (Andrew Ackerman/Washington Post)
washingtonpost.com/business/20

@sherold@mastodon.online
2026-05-15 21:01:28

Sometimes it’s truly amazing how things come full circle when you have children. It’s as if time folds in on itself and a distant past overlaps with the present at this exact moment.
finest.day/posts/bridging-the-

@NuclearDisorder@mastodon.social
2026-07-25 06:02:29

Heute vor 64 Jahren: Am 25. Juli 1962 explodierte eine Thor-Rakete während der US Operation Dominic I. Der Unfall verteilte waffenfähiges #Plutonium und kontaminierte die Insel schwer. Das Notfallteam war extremer Strahlung ausgesetzt, was zu langfristigen #Krebsleiden führte.

Fehlgeschlagener Start einer Thor-Rakete und Explosion kontaminieren Johnston Island mit Plutonium während der Operation Bluegill Prime
Quelle: By Department of Defense - US Air Force, Navy Joint Task Force 8, and the Atomic Energy Commission via http://www.johnstonmemories.com/thor.htm
Lizenz: Public domain
@compfu@mograph.social
2026-06-16 19:43:21

Today an intern stopped by my desk and said "ah, you're the programmer who doesn't use AI". And I don't know if his tone was more "oh that weird dinosaur" or more "OMG he's one of the ancient ones who can still write without AI".
I really don't know. That makes me uneasy.
I said my task isn't so much pumping out lines of code. It's more about finding a solution to problems that requires the least amount of changes to the e…

@shaun@mastodon.xyz
2026-07-15 04:31:10

#Memphis unsafe task force unsafing Memphis yet again.
This time, dozens of #Tennessee state #troopers stormed a South Memphis house looking for … stolen lawn mowers? Naturally, they appear to have end…

@seeingwithsound@mas.to
2026-06-08 08:50:26

How some skills become second nature news.mit.edu/2026/how-some-ski "Patterns of gaze and attention can reveal how some people unconsciously figure out how to master a task"

@servelan@newsie.social
2026-05-07 21:45:34

The final report from Trump’s "Anti-Christian Bias" task force reveals... nothing
friendlyatheist.com/p/the-fina

@memeorandum@universeodon.com
2026-06-29 19:00:59

Discussing a potential national emergency executive order on elections, Steve Bannon suggests that national security would be the predicate, and John Solomon's "task force" would be involved (Media Matters for America)
mediamatters.org/voter-fraud-a
memeorandum.com/260629/p94#a26

@NuclearDisorder@mastodon.social
2026-06-25 06:10:12

Heute vor 70 Jahren: Am 25. Juni 1956 kam es zum #Atomtest "Dakota". Die Operation #Redwing war eine US-Serie von 17 Atomtestdetonationen von Mai bis Juli 1956. Sie wurden von der Joint Task Force 7 (JTF7) auf den Atollen

Kartierung aller Koordinaten von "Operation Redwing (Atomtest)" im Testgebiet Bikini- und Eniwetok-Atoll
Quelle: OpenStreetMap
Lizenz: Open Data Commons Open Database-Lizenz (ODbL)
@cowboys@darktundra.xyz
2026-05-20 13:26:39

ESPN predicts Cowboys rookies Downs, Lawrence to lead class in stats cowboyswire.usatoday.com/story

@raiders@darktundra.xyz
2026-07-18 17:26:05

The Las Vegas Raiders’ rebuild now hinges on conviction raiderramble.com/2026/07/18/th

@Techmeme@techhub.social
2026-07-08 21:10:53

OpenAI says it found widespread task issues in SWE-Bench Pro, estimates ~30% of tasks are broken, and retracts its earlier recommendation to adopt the benchmark (OpenAI)
openai.com/index/separating-si

The U.S. Department of Justice and the Pentagon ‌
have created a joint task force to identify and prosecute what Defense Secretary ⁠Pete Hegseth described as
unauthorized disclosure of sensitive information to news media.
"I have delegated tasking authority to the War Department's ‌Office ⁠of General Counsel,
empowering OGC to request and receive all information, ⁠records,
and support across the department concerning media ⁠leak investigations,"

@Techmeme@techhub.social
2026-07-09 15:25:59

Bun creator says he rewrote Bun from Zig to Rust using a pre-release version of Claude Fable 5 in 11 days; the task would've taken three engineers about a year (Jarred Sumner/bun.com)
bun.com/blog/bun-in-rust

@NuclearDisorder@mastodon.social
2026-06-21 06:11:41

Heute vor 70 Jahren: Am 21. Juni 1956 kam es zum #Atomtest "Inca". Die Operation #Redwing war eine US-Serie von 17 Atomtestdetonationen von Mai bis Juli 1956. Sie wurden von der Joint Task Force 7 (JTF7) auf den Atollen

Kartierung aller Koordinaten von "Operation Redwing (Atomtest)" im Testgebiet Bikini- und Eniwetok-Atoll
Quelle: OpenStreetMap
Lizenz: Open Data Commons Open Database-Lizenz (ODbL)
@memeorandum@universeodon.com
2026-05-15 16:10:56

Tren de Aragua Leader Extradited on Terrorism and International Drug Distribution Charges Following Homeland Security Task Force Investigation (US Department of Justice)
justice.gov/opa/pr/tren-de-ara
memeorandum.com/260515/p53#a26

@NuclearDisorder@mastodon.social
2026-07-21 06:13:59

Heute vor 70 Jahren: Am 21. Juli 1956 kam es zum #Atomtest "Huron". Die Operation #Redwing war eine US-Serie von 17 Atomtestdetonationen von Mai bis Juli 1956. Sie wurden von der Joint Task Force 7 (JTF7) auf den Atollen

Kartierung aller Koordinaten von "Operation Redwing (Atomtest)" im Testgebiet Bikini- und Eniwetok-Atoll
Quelle: OpenStreetMap
Lizenz: Open Data Commons Open Database-Lizenz (ODbL)

Trump and his appointees have gutted election-related teams at federal law enforcement agencies.
FBI Director Kash Patel dismantled the agency’s public corruption team,
which had previously been deployed to help monitor possible criminal activity on Election Day.
The Foreign Influence Task Force, which aimed to combat foreign influence in U.S. politics, was also disbanded.
(An FBI spokesperson said the bureau “remains committed to detecting and countering foreign inf…

@NuclearDisorder@mastodon.social
2026-07-20 06:07:21

Heute vor 70 Jahren: Am 20. Juli 1956 kam es zum #Atomtest "Tewa". Die Operation #Redwing war eine US-Serie von 17 Atomtestdetonationen von Mai bis Juli 1956. Sie wurden von der Joint Task Force 7 (JTF7) auf den Atollen

Kartierung aller Koordinaten von "Operation Redwing (Atomtest)" im Testgebiet Bikini- und Eniwetok-Atoll
Quelle: OpenStreetMap
Lizenz: Open Data Commons Open Database-Lizenz (ODbL)
@memeorandum@universeodon.com
2026-05-11 22:45:35

More than 25 Defendants Charged in Nationwide Tren de Aragua Crackdown Resulting in the Seizure of Over 80 Firearms and Narcotics in Homeland Security Task Force Investigations (US Department of Justice)
justice.gov/opa/pr/more-25-def
memeorandum.com/260511/p120#a2

Anthropic :
Today we’re launching Claude Fable 5:
a Mythos-class1 model that we’ve made safe for general use.
Fable 5’s capabilities exceed those of any model we’ve ever made generally available.
It is state-of-the-art on nearly all tested benchmarks of AI capability,
showing exceptional performance in software engineering,
knowledge work, vision, scientific research, and many other areas.
The longer and more complex the task, the larger Fable 5’s l…

@NuclearDisorder@mastodon.social
2026-05-20 06:07:21

Heute vor 70 Jahren: Am 20.05.1956 kam es zum ersten thermonuklearen #Atomtest aus der Luft "Cherokee". Die Operation #Redwing war eine US-Serie von 17 Atomtests von Mai - Juli 1956. Sie wurden von der Joint Task Force 7 (JTF7) auf den Atollen

Operation Redwing, Cherokee
Quelle: https://www.youtube.com/watch?v=r05pCsFQn-w
Lizenz: Public Domain