#workload — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #workload, aggregated by home.social.
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Engineer burnout is increasing ⚠️
When workloads keep growing but teams stay the same, pressure builds fast.
📉 Service quality drops
⏳ Slower response times
📊 Increasing workloadMSPs are using offshore teams to distribute work and reduce burnout risks 🌍
✅ Balanced workloads
✅ Less pressure on teams
✅ Better service consistencyA smarter way to support your team while scaling.
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🧭 Recovery Protocol – Decision Meeting
🎯 Objective
Reduce:
risk of loss of consciousness
panic episodes
cognitive breakdown
while maintaining operational productivity---
📊 Input Constraints
Current sleep: 2–3 hours
Workload: high, cannot be fully removed
No option for long-term leave
Symptoms already at clinical threshold (presyncope + panic episodes)
#sleepCrisis #workload #healthConstraints #burnoutRisk
---
🧩 Protocol Options
🅰️ Protocol A — “Hard Stop”
Core idea: immediate shutdown of load + sleep recovery
Sleep immediately raised to 7–9 hours
Sharp reduction in workload
Medical evaluation prioritized
Pros:
fastest systemic stabilization
reduces syncope risk rapidly
Cons:
often not operationally feasible
work disruption
Risk tradeoff: short-term productivity loss for health recovery
#hardStop #recovery #medicalFirst #sleepRecovery
---
🅱️ Protocol B — “Stabilization Mode” (controlled survival)
Core idea: stabilize critical failure points without stopping work
Gradual sleep increase (2–3 → 5 → 6.5+ hours)
Strict micro-break enforcement
Remove major triggers (caffeine, night peaks)
Reduce orthostatic stress (avoid sudden standing, overload spikes)
Pros:
realistic under work constraints
reduces acute collapse risk
stabilizes autonomic system
Cons:
slower recovery curve
requires strict discipline
Risk: non-compliance leads to deterioration or escalation to A
#stabilization #harmReduction #sleepDebt #controlledRecovery
---
🆎 Protocol C — “Ignore / Push Through”
Core idea: no behavioral change
Pros:
no workflow disruption
Cons:
progressive symptom escalation
increased syncope frequency
worsening panic disorder
potential abrupt systemic collapse
Risk level: high (medically unsafe trajectory)
#ignoreRisk #burnoutAcceleration #healthRisk
---
⚖️ Decision Matrix
Criterion A B C
Speed of recovery ★★★★★ ★★★ ★
Real-world feasibility ★ ★★★★ ★★★★★
Medical safety ★★★★★ ★★★★ ★---
🧠 System Recommendation
Default selection: Protocol B (Stabilization Mode)
as the only viable balance between safety and operational continuity.---
🚨 Red Line Condition
If:
recurrent loss of consciousness occurs
cardiovascular symptoms intensify
→ immediate escalation to Protocol A + medical assessment required---
🟢 Decision point
Choose:
A — hard stop recovery
B — controlled stabilization (recommended baseline)
C — no changes (risk acceptance path)
-
🧭 Recovery Protocol – Decision Meeting
🎯 Objective
Reduce:
risk of loss of consciousness
panic episodes
cognitive breakdown
while maintaining operational productivity---
📊 Input Constraints
Current sleep: 2–3 hours
Workload: high, cannot be fully removed
No option for long-term leave
Symptoms already at clinical threshold (presyncope + panic episodes)
#sleepCrisis #workload #healthConstraints #burnoutRisk
---
🧩 Protocol Options
🅰️ Protocol A — “Hard Stop”
Core idea: immediate shutdown of load + sleep recovery
Sleep immediately raised to 7–9 hours
Sharp reduction in workload
Medical evaluation prioritized
Pros:
fastest systemic stabilization
reduces syncope risk rapidly
Cons:
often not operationally feasible
work disruption
Risk tradeoff: short-term productivity loss for health recovery
#hardStop #recovery #medicalFirst #sleepRecovery
---
🅱️ Protocol B — “Stabilization Mode” (controlled survival)
Core idea: stabilize critical failure points without stopping work
Gradual sleep increase (2–3 → 5 → 6.5+ hours)
Strict micro-break enforcement
Remove major triggers (caffeine, night peaks)
Reduce orthostatic stress (avoid sudden standing, overload spikes)
Pros:
realistic under work constraints
reduces acute collapse risk
stabilizes autonomic system
Cons:
slower recovery curve
requires strict discipline
Risk: non-compliance leads to deterioration or escalation to A
#stabilization #harmReduction #sleepDebt #controlledRecovery
---
🆎 Protocol C — “Ignore / Push Through”
Core idea: no behavioral change
Pros:
no workflow disruption
Cons:
progressive symptom escalation
increased syncope frequency
worsening panic disorder
potential abrupt systemic collapse
Risk level: high (medically unsafe trajectory)
#ignoreRisk #burnoutAcceleration #healthRisk
---
⚖️ Decision Matrix
Criterion A B C
Speed of recovery ★★★★★ ★★★ ★
Real-world feasibility ★ ★★★★ ★★★★★
Medical safety ★★★★★ ★★★★ ★---
🧠 System Recommendation
Default selection: Protocol B (Stabilization Mode)
as the only viable balance between safety and operational continuity.---
🚨 Red Line Condition
If:
recurrent loss of consciousness occurs
cardiovascular symptoms intensify
→ immediate escalation to Protocol A + medical assessment required---
🟢 Decision point
Choose:
A — hard stop recovery
B — controlled stabilization (recommended baseline)
C — no changes (risk acceptance path)
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UCU fighting against workload intensification.
In a world run by billionaires for billionaires, we need trade unions more than ever.
Join #UCU today: https://www.ucu.org.uk/join
If you're at #LboroUCU consider taking up a role in our #workload campaign: https://ucu.lboro.ac.uk/fighting-workload-issues-could-you-be-a-workload-rep/
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Researchers develop face 'e-tattoo' to track mental workload in high-stress jobs
https://misryoum.com/us/science/researchers-develop-face-e-tattoo-to-track-mental/
Scientists say that they have formulated a way to help people in stressful and demanding work environments track their brainwaves and brain usage — an electronic tattoo device, or "e-tattoo," on the person's face.In a study posted in the...
#Researchers #develop #face #etattoo #track #mental #workload #highstress #jobs #US_News_Hub #misryoum_com
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#blogartikel wie ich letztes Jahr fast #podcaster wurde und wie Ihr das bei Eurem Projekt besser machen könnt.
Welche Fragen könnt Ihr Euch für eine gute Zusammenarbeit vorher stellen? Insbesondere wenn Ihr die Person noch nicht gut kennt.
https://chillr.de/wie-ich-fast-zu-einem-podcast-kam/
Mit Erwähnung von @blog
@irrlicht
@viennawriter#podcast #Zusammenarbeit #audio #projekt #Kommunikation #konflikt #leitfragen #workload #scheitern #hygiene #psychiologie
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#blogartikel wie ich letztes Jahr fast #podcaster wurde und wie Ihr das bei Eurem Projekt besser machen könnt.
Welche Fragen könnt Ihr Euch für eine gute Zusammenarbeit vorher stellen? Insbesondere wenn Ihr die Person noch nicht gut kennt.
https://chillr.de/wie-ich-fast-zu-einem-podcast-kam/
Mit Erwähnung von @blog
@irrlicht
@viennawriter#podcast #Zusammenarbeit #audio #projekt #Kommunikation #konflikt #leitfragen #workload #scheitern #hygiene #psychiologie
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#blogartikel wie ich letztes Jahr fast #podcaster wurde und wie Ihr das bei Eurem Projekt besser machen könnt.
Welche Fragen könnt Ihr Euch für eine gute Zusammenarbeit vorher stellen? Insbesondere wenn Ihr die Person noch nicht gut kennt.
https://chillr.de/wie-ich-fast-zu-einem-podcast-kam/
Mit Erwähnung von @blog
@irrlicht
@viennawriter#podcast #Zusammenarbeit #audio #projekt #Kommunikation #konflikt #leitfragen #workload #scheitern #hygiene #psychiologie
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#blogartikel wie ich letztes Jahr fast #podcaster wurde und wie Ihr das bei Eurem Projekt besser machen könnt.
Welche Fragen könnt Ihr Euch für eine gute Zusammenarbeit vorher stellen? Insbesondere wenn Ihr die Person noch nicht gut kennt.
https://chillr.de/wie-ich-fast-zu-einem-podcast-kam/
Mit Erwähnung von @blog
@irrlicht
@viennawriter#podcast #Zusammenarbeit #audio #projekt #Kommunikation #konflikt #leitfragen #workload #scheitern #hygiene #psychiologie
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#blogartikel wie ich letztes Jahr fast #podcaster wurde und wie Ihr das bei Eurem Projekt besser machen könnt.
Welche Fragen könnt Ihr Euch für eine gute Zusammenarbeit vorher stellen? Insbesondere wenn Ihr die Person noch nicht gut kennt.
https://chillr.de/wie-ich-fast-zu-einem-podcast-kam/
Mit Erwähnung von @blog
@irrlicht
@viennawriter#podcast #Zusammenarbeit #audio #projekt #Kommunikation #konflikt #leitfragen #workload #scheitern #hygiene #psychiologie
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@alineblankertz In unserem weiteren Umfeld wird bei vielen folgendes passieren: Wer das Recht auf Teilzeit nicht (mehr) erhält, oder keinen Teilzeitjob findet, wird gar nicht mehr arbeiten gehen 🤷♂️ Da sind einige dabei, die gerne Vollzeit gehen würden, aber das Leben lässt es nicht zu. Es geht da mehr um "lifeload" als um lifestyle.
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@alineblankertz In unserem weiteren Umfeld wird bei vielen folgendes passieren: Wer das Recht auf Teilzeit nicht (mehr) erhält, oder keinen Teilzeitjob findet, wird gar nicht mehr arbeiten gehen 🤷♂️ Da sind einige dabei, die gerne Vollzeit gehen würden, aber das Leben lässt es nicht zu. Es geht da mehr um "lifeload" als um lifestyle.
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@alineblankertz In unserem weiteren Umfeld wird bei vielen folgendes passieren: Wer das Recht auf Teilzeit nicht (mehr) erhält, oder keinen Teilzeitjob findet, wird gar nicht mehr arbeiten gehen 🤷♂️ Da sind einige dabei, die gerne Vollzeit gehen würden, aber das Leben lässt es nicht zu. Es geht da mehr um "lifeload" als um lifestyle.
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Ever since I was voted in as the union foreman, the corporate rep insists on coming to my place regularly to negotiate, often for weeks, until we are both fully satisfied
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Ever since I was voted in as the union foreman, the corporate rep insists on coming to my place regularly to negotiate, often for weeks, until we are both fully satisfied
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Ever since I was voted in as the union foreman, the corporate rep insists on coming to my place regularly to negotiate, often for weeks, until we are both fully satisfied
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Ever since I was voted in as the union foreman, the corporate rep insists on coming to my place regularly to negotiate, often for weeks, until we are both fully satisfied
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New entry of AI-generated #comics and #jokes added to our #website:
#When #will the FDA #vax-up its #workload?
comics.lucentinian.com/13789
#DailyJokes #DailyLaughs #Comedy #ComedyGold #LaughWithAI -
For some reason my three-month trial period has been going on for over five years. My supervisor says I do my best work on my back
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For some reason my three-month trial period has been going on for over five years. My supervisor says I do my best work on my back
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For some reason my three-month trial period has been going on for over five years. My supervisor says I do my best work on my back
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For some reason my three-month trial period has been going on for over five years. My supervisor says I do my best work on my back
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Garrett Crochet comes up big to help the Red Sox salvage series finale against Yankees https://www.rawchili.com/mlb/317001/ #al #Baseball #Boston #BostonRedSox #care #Chicago #ChicagoWhiteSox #ChicagoWhiteSox #contract #FirstWeek #game #GarrettCrochet #MLB #NewYorkYankees #RedSox #season #team #ThreeGameSeries #TopHalf #TopWildCardSpot #WhiteSox #WhiteSox #workload #Yankees
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Garrett Crochet comes up big to help the Red Sox salvage series finale against Yankees https://www.rawchili.com/mlb/317001/ #al #Baseball #Boston #BostonRedSox #care #Chicago #ChicagoWhiteSox #ChicagoWhiteSox #contract #FirstWeek #game #GarrettCrochet #MLB #NewYorkYankees #RedSox #season #team #ThreeGameSeries #TopHalf #TopWildCardSpot #WhiteSox #WhiteSox #workload #Yankees
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Perceptions of workload in emergency care in the Netherlands and how to influence this: a qualitative study | BMC Emergency Medicine https://www.byteseu.com/1343762/ #AcuteCare #EmergencyDepartment #EmergencyDepartmentProfessionals #EmergencyMedicine #General #HealthcareReforms #JobSatisfaction #Medicine/PublicHealth #Netherlands #Workload
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Visual Capitalist shows us the number of hours people work in countries.
They did not include China with its notorious 9x9x6 culture. I wonder how many hours they arrive, and Latin America is leading the pack.
Do you reach the average working days per year for your country? And the hours?
#WorkLoad #WorkHours #World #Statistics
https://www.visualcapitalist.com/ -
Visual Capitalist shows us the number of hours people work in countries.
They did not include China with its notorious 9x9x6 culture. I wonder how many hours they arrive, and Latin America is leading the pack.
Do you reach the average working days per year for your country? And the hours?
#WorkLoad #WorkHours #World #Statistics
https://www.visualcapitalist.com/ -
Visual Capitalist shows us the number of hours people work in countries.
They did not include China with its notorious 9x9x6 culture. I wonder how many hours they arrive, and Latin America is leading the pack.
Do you reach the average working days per year for your country? And the hours?
#WorkLoad #WorkHours #World #Statistics
https://www.visualcapitalist.com/ -
Visual Capitalist shows us the number of hours people work in countries.
They did not include China with its notorious 9x9x6 culture. I wonder how many hours they arrive, and Latin America is leading the pack.
Do you reach the average working days per year for your country? And the hours?
#WorkLoad #WorkHours #World #Statistics
https://www.visualcapitalist.com/ -
Visual Capitalist shows us the number of hours people work in countries.
They did not include China with its notorious 9x9x6 culture. I wonder how many hours they arrive, and Latin America is leading the pack.
Do you reach the average working days per year for your country? And the hours?
#WorkLoad #WorkHours #World #Statistics
https://www.visualcapitalist.com/ -
This year at #CCN2025 we will be showcasing our research on the classification of Mental Workload 🥵 Spatial Effects using Riemannian Manifold.
📅 When: Wednesday, August 13, 1:00 – 4:00 pm
📍 Where: CCN 2025 Conference Venue, de Brug & E-Hall
📋 What: Poster B152- It leverages advanced mathematical techniques to better understand and classify mental workloads, offering new insights into cognitive processes and potential applications in various fields such as neuroscience, psychology, and human-computer interaction.
- By utilizing Riemannian geometry, this research provides a robust framework for analyzing spatial effects in mental workload, paving the way for more accurate and efficient classification methods. This contribution not only advances our theoretical understanding but also has practical implications for improving mental workload assessment and management.
See you there! 🚀
https://laurentperrinet.github.io/publication/choplin-25-ccn/
👏 CNRS @cnrs - Aix-Marseille University - ONERA, The French Aerospace Lab CNRS
#CCN2025 #Mental #Workload #MentalWorkload #Riemannian #Manifold
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This year at #CCN2025 we will be showcasing our research on the classification of Mental Workload 🥵 Spatial Effects using Riemannian Manifold.
📅 When: Wednesday, August 13, 1:00 – 4:00 pm
📍 Where: CCN 2025 Conference Venue, de Brug & E-Hall
📋 What: Poster B152- It leverages advanced mathematical techniques to better understand and classify mental workloads, offering new insights into cognitive processes and potential applications in various fields such as neuroscience, psychology, and human-computer interaction.
- By utilizing Riemannian geometry, this research provides a robust framework for analyzing spatial effects in mental workload, paving the way for more accurate and efficient classification methods. This contribution not only advances our theoretical understanding but also has practical implications for improving mental workload assessment and management.
See you there! 🚀
https://laurentperrinet.github.io/publication/choplin-25-ccn/
👏 CNRS @cnrs - Aix-Marseille University - ONERA, The French Aerospace Lab CNRS
#CCN2025 #Mental #Workload #MentalWorkload #Riemannian #Manifold
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This year at #CCN2025 we will be showcasing our research on the classification of Mental Workload 🥵 Spatial Effects using Riemannian Manifold.
📅 When: Wednesday, August 13, 1:00 – 4:00 pm
📍 Where: CCN 2025 Conference Venue, de Brug & E-Hall
📋 What: Poster B152- It leverages advanced mathematical techniques to better understand and classify mental workloads, offering new insights into cognitive processes and potential applications in various fields such as neuroscience, psychology, and human-computer interaction.
- By utilizing Riemannian geometry, this research provides a robust framework for analyzing spatial effects in mental workload, paving the way for more accurate and efficient classification methods. This contribution not only advances our theoretical understanding but also has practical implications for improving mental workload assessment and management.
See you there! 🚀
https://laurentperrinet.github.io/publication/choplin-25-ccn/
👏 CNRS @cnrs - Aix-Marseille University - ONERA, The French Aerospace Lab CNRS
#CCN2025 #Mental #Workload #MentalWorkload #Riemannian #Manifold
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This year at #CCN2025 we will be showcasing our research on the classification of Mental Workload 🥵 Spatial Effects using Riemannian Manifold.
📅 When: Wednesday, August 13, 1:00 – 4:00 pm
📍 Where: CCN 2025 Conference Venue, de Brug & E-Hall
📋 What: Poster B152- It leverages advanced mathematical techniques to better understand and classify mental workloads, offering new insights into cognitive processes and potential applications in various fields such as neuroscience, psychology, and human-computer interaction.
- By utilizing Riemannian geometry, this research provides a robust framework for analyzing spatial effects in mental workload, paving the way for more accurate and efficient classification methods. This contribution not only advances our theoretical understanding but also has practical implications for improving mental workload assessment and management.
See you there! 🚀
https://laurentperrinet.github.io/publication/choplin-25-ccn/
👏 CNRS @cnrs - Aix-Marseille University - ONERA, The French Aerospace Lab CNRS
#CCN2025 #Mental #Workload #MentalWorkload #Riemannian #Manifold
-
This year at #CCN2025 we will be showcasing our research on the classification of Mental Workload 🥵 Spatial Effects using Riemannian Manifold.
📅 When: Wednesday, August 13, 1:00 – 4:00 pm
📍 Where: CCN 2025 Conference Venue, de Brug & E-Hall
📋 What: Poster B152- It leverages advanced mathematical techniques to better understand and classify mental workloads, offering new insights into cognitive processes and potential applications in various fields such as neuroscience, psychology, and human-computer interaction.
- By utilizing Riemannian geometry, this research provides a robust framework for analyzing spatial effects in mental workload, paving the way for more accurate and efficient classification methods. This contribution not only advances our theoretical understanding but also has practical implications for improving mental workload assessment and management.
See you there! 🚀
https://laurentperrinet.github.io/publication/choplin-25-ccn/
👏 CNRS @cnrs - Aix-Marseille University - ONERA, The French Aerospace Lab CNRS
#CCN2025 #Mental #Workload #MentalWorkload #Riemannian #Manifold
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Oversight may be placed up front: from the start of a new project.
Oversight may also try to happen on an ongoing process.
You may like the explanations or the migration by @bert_hubert: https://berthub.eu/articles/posts/resignation-as-intelligence-regulator/#workload #overload #burnout #infosec #intercept #regulatory #intelligence #surveillance #security #dataGovernance #expertise #power #networkPolitics #governance #resistance #NL #Netherlands
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Sunday morning & 4 new posts in this collection of links to free access edu content👇🏻
https://saraslistofedresources.wordpress.com/Thanks ❤️ @asaplsnr @Mr_n_wood @markseidenberg & @profbeckyallen, all recently addressing the current crises in education in various ways…
Please share/spread further‼️
@edutooters #education #wellfare #crises #TeachersOfMastadon #EduTooters #schoolpolitics #lärare #workload #funding #resources #socialmedia
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We have a double presentation at the end of this session: Simon Fraser PI MELD-B & Lynn Laidlaw PPI representative.
Their presentation is titled: Lost in translation? Looking for the lived experience of multiple long-term conditions in data
They share how the team moved away from talking about #burden to talking about the #workload of living with #MLTC. Their #PPIE contributors were allowed to make a difference to the project. And as Lynn says “language matters”.
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We have a double presentation at the end of this session: Simon Fraser PI MELD-B & Lynn Laidlaw PPI representative.
Their presentation is titled: Lost in translation? Looking for the lived experience of multiple long-term conditions in data
They share how the team moved away from talking about #burden to talking about the #workload of living with #MLTC. Their #PPIE contributors were allowed to make a difference to the project. And as Lynn says “language matters”.
-
We have a double presentation at the end of this session: Simon Fraser PI MELD-B & Lynn Laidlaw PPI representative.
Their presentation is titled: Lost in translation? Looking for the lived experience of multiple long-term conditions in data
They share how the team moved away from talking about #burden to talking about the #workload of living with #MLTC. Their #PPIE contributors were allowed to make a difference to the project. And as Lynn says “language matters”.
-
We have a double presentation at the end of this session: Simon Fraser PI MELD-B & Lynn Laidlaw PPI representative.
Their presentation is titled: Lost in translation? Looking for the lived experience of multiple long-term conditions in data
They share how the team moved away from talking about #burden to talking about the #workload of living with #MLTC. Their #PPIE contributors were allowed to make a difference to the project. And as Lynn says “language matters”.
-
We have a double presentation at the end of this session: Simon Fraser PI MELD-B & Lynn Laidlaw PPI representative.
Their presentation is titled: Lost in translation? Looking for the lived experience of multiple long-term conditions in data
They share how the team moved away from talking about #burden to talking about the #workload of living with #MLTC. Their #PPIE contributors were allowed to make a difference to the project. And as Lynn says “language matters”.
-
Teradata stellt mit VantageCloud Lake einen neuen Data Lake vor. Eine neue Architektur verbindet Workload-Management mit der Objektspeicherung in der Cloud.
Ad-hoc-Datenanalysen aus der Cloud mit Teradata VantageCloud Lake -
Again, urgent need of a time loop that can fit about two weeks between now and tomorrow 9am #academicChatter #workload #whining
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More on how AI can assist with #MFL teaching tasks. #workload
---
RT @MissFedrizzi
#mfltwitterati.Here's my first exploration of #openai #ChatGPT as a tool for #mflteaching. Lots more to come. @joedale @spsmith45
https://mflteacher.webnode.co.uk/l/chatgpt-in-language-learning/
https://twitter.com/MissFedrizzi/status/1610667736832540672 -
#Teammates past and present confirmed the solution to my #rbac #racecondition woes. Got it implemented, got the #operator installed in the #kubernetes cluster, and got that first line-of-business #workload deployed via its pipeline, without any modifications from developers.
Tomorrow we try to get the other 80+ workloads deployed into that cluster. Automator gonna #automate.
But for now, there is #soup. Tasty, comforting soup on a chilly day.
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New qualitative study of 153 nurse leaders by Matahela & Matahela on #nursing #leadership capacity in #Southafrica. Key issues
(1) Nursing #shortages and limited career opportunities affect the #workforce and careers.
(2) #Capacity building through in-service education and leadership training.
(3) #Workload, institutional support and psychological safety, contribute to retention and morale.#NursingLeadership #Workforce #Healthcare #Science @nursingresearch #OA
https://www.frontiersin.org/journals/health-services/articles/10.3389/frhs.2025.1634563/abstract
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Für die Studie hat das Team sechs Freiwillige mit dem System versehen. Anschließend mussten sie Gedächtnis- und Rechenaufgaben lösen, die im Verlauf immer schwieriger wurden.
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Für die Studie hat das Team sechs Freiwillige mit dem System versehen. Anschließend mussten sie Gedächtnis- und Rechenaufgaben lösen, die im Verlauf immer schwieriger wurden.
