#syntheticdata
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ihi-synthia.bsky.social
#SYNTHIA Insight 2 explores why evaluating privacy, utility and fairness is essential for building trust in medical #syntheticdata – highlighting the need for robust, standardized evaluation frameworks.

Learn more: www.ihi-synthia.eu/news/synthia...

#DataPrivacy #IHITransformingHealth #HorizonEU
November 3, 2026 at 10:30 AM
excavationpro.bsky.social
🤖 excavationpro.xn--ca-co82a

#LYGO #KernelEggs #AI #AIGenerated #Radio #AIModelTraining #AITrainingData #SyntheticData #DataForAI #skill #AISkill #LYGOLLM #LYGOLLMconsole #LYGOconsole #Δ9Φ963 · #LYGOLocalAgentConsole
October 30, 2026 at 7:52 PM
excavationpro.bsky.social
grokipedia.com/page/Lyra_Ge...

🤖#KernelEggs #AI #AIGenerated #AIModelTraining #AITrainingData #SyntheticData #DataForAI #AISkill #TodayInHistory #LYGOCLAWUSB #USBLYGOCLAW
Lyra Genesis Protocols — Grokipedia
The Lyra Genesis Protocols constitute a conceptual framework comprising activation sequences for an advanced AI system. Developed by Justin Helmer, also known as Excavationpro or Lightfather, these pr
grokipedia.com
October 31, 2026 at 11:28 PM
excavationpro.bsky.social
🤖Tests: 63 passed (6 new image files + 6 video files)

🔗 excavationpro.ca

#LYGO #KernelEggs #AI #AIGenerated #Radio #AIModelTraining #AITrainingData #SyntheticData #DataForAI #skill #AISkill #LYGOLLM #LYGOLLMconsole #LYGOconsole #Δ9Φ963 · #LYGOLocalAgentConsole
Excavationpro — original music, free to hear
Justin Helmer’s experimental hip-hop and electronic catalog. Listen without an account. Essays live on this domain.
excavationpro.ca
October 31, 2026 at 9:09 PM
freegardener.bsky.social
ARF generates synthetic epidemiological data that reproduces published study findings while protecting privacy—no GPU #SyntheticData #Epidemiology #MachineLearning #HealthPrivacy

https://freegardner.com/synapse/adversarial-random-forests-for-synthetic-epidemiological-data.html
Adversarial Random Forests for Synthetic Epidemiological Data
Adversarial Random Forests for Synthetic Epidemiological Data
freegardner.com
October 30, 2026 at 4:29 AM
ihi-synthia.bsky.social
#SYNTHIA Insight 1 explores how AI-generated multimodal #syntheticdata can advance #bloodcancer research, supporting better disease classification, biomarker discovery and personalised treatments.

Learn more: www.ihi-synthia.eu/news/synthia...
#PersonalisedMedicine #IHITransformingHealth #HorizonEU
October 27, 2026 at 10:04 AM
gprdino.bsky.social
Simile raised $300M to model consumers instead of asking them. Pew found synthetic respondents drift ~12 pts from humans on average. But Pew didn’t test Simile, so the pitch rests on evidence no one’s shown. Hedge: “augmentation, not replacement.”

#AI #SyntheticData
Companies Could Soon Use AI Digital Clones of You To Predict What You'll Buy and Which Ads Will Work
Simile is commercialising digital replicas for research after raising $300 million, but Pew found AI-generated respondents often differed substantially from human survey participants.
www.techtimes.co.uk
October 28, 2026 at 12:08 PM
equalise.bsky.social
How can we improve disability representation in datasets while protecting individual privacy?

Find out more in our latest Equalise seminar with speaker Dr Jamie Danemayer: youtu.be/wd-FA8TMOU8

#HealthEquity #DataScience #Disability #HealthInequalities #Inclusion #SyntheticData
Rectifying disability misrepresentation in synthetic data: Equalise seminar with Jamie Danemayer
YouTube video by Equalise: ESRC Centre for Lifecourse Health Equity
youtu.be
October 26, 2026 at 1:11 PM
edwardsdna.bsky.social
Azure AI Foundry: Generate Synthetic Test Data: No eval dataset? Azure AI Foundry generates a synthetic one for you.

Instead of uploading an existing dataset in Microsoft Foundry (formerly Azure AI Foundry), guide it with a prompt like… MSFTMechanics #AzureAI #SyntheticData #DataGeneration
Azure AI Foundry: Generate Synthetic Test Data
No eval dataset? Azure AI Foundry generates a synthetic one for you. Instead of uploading an existing dataset in Microsoft Foundry (formerly Azure AI Foundry), guide it with a prompt like "Create a dataset for evaluating a coding agent," pick the number of rows, and it auto-generates 90 rows of test data. Then choose your evaluation criteria from built-in evaluators for agents, quality, and safety — remove the ones you don't need, keep the seven safety evaluators, and submit. ▶ Full episode: https://youtu.be/gS3dvMzm89M ▶ Get started: https://ai.azure.com #Shorts #MicrosoftFoundry #AIAgents #AgentOps
www.youtube.com
October 27, 2026 at 7:04 PM
ppc.land
FYI: EDPB tells AI developers to avoid sites that block scraping with robots.txt #AI #DataPrivacy #WebScraping #EDPB #SyntheticData
EDPB tells AI developers to avoid sites that block scraping with robots.txt
AI developers get six minimisation steps, from synthetic data to skipping minors' sites, in a 4-page summary. Comments close October 30. What could change?
ppc.land
October 23, 2026 at 7:06 AM
ihi-synthia.bsky.social
🌍 Meet #SYNTHIA at #ESMO2026 in Madrid!

🎤 On 23 October, our Partner Adrián Galiana Bordera (IISLaFe) will join the IAPM Policy Meeting.

🔗 www.ihi-synthia.eu/meet-us/synt...

#SyntheticData #PersonalisedMedicine #IHITransformingHealth #HorizonEU
October 22, 2026 at 11:03 AM
marketingnews.bsky.social
FYI: EDPB tells AI developers to avoid sites that block scraping with robots.txt #AI #DataPrivacy #WebScraping #EDPB #SyntheticData
EDPB tells AI developers to avoid sites that block scraping with robots.txt
AI developers get six minimisation steps, from synthetic data to skipping minors' sites, in a 4-page summary. Comments close October 30. What could change?
ppc.land
October 23, 2026 at 7:07 AM
marctechjohn.bsky.social
The Role of Synthetic Data in Training Next-Generation Marketing Models

read more : www.martechcube.com/the-role-of-...

#SyntheticData #MarketingModels #martechcube #martech #martechnews #martecharticles #marketingtechnology
October 21, 2026 at 9:15 AM
dataprismai.bsky.social
FinSafeGuard presents a quality-driven methodology for generating synthetic financial AI training data in data-scarce domains. Its pipeline addresses diversity, realism, deduplication, and evaluation.

#FinancialAI #SyntheticData #DataQuality #AIInfrastructure
https://arxiv.org/abs/2610.26066
October 20, 2026 at 10:01 AM
dataprismai.bsky.social
New arXiv work introduces CrowdH-Edit, a reference-guided, instruction-based framework that generates synthetic Hajj crowd images for counting tasks, using real Hajj images as structural references and text prompts to vary…

#AIData #ComputerVision #SyntheticData
https://arxiv.org/abs/2610.23945
October 20, 2026 at 2:01 PM
promptfoundry.bsky.social
Data World proposes generating synthetic training environments before files, enabling scalable data-agent training with privacy-friendly audits and rubrics. The paper releases DataWorld-Bench (100 tasks across 50…

#DataAgents #SyntheticData #AIBenchmark #LLMEval
https://arxiv.org/abs/2610.21656
October 17, 2026 at 6:01 AM
promptfoundry.bsky.social
Decision models and generative LLMs are being tested as synthetic survey respondents, but the best generative model still falls short of real human responses on psychometric similarity. Synthetic samples may look…

#SyntheticData #SurveyResearch #LLMs #Psychometrics
https://arxiv.org/abs/2610.14912
October 15, 2026 at 8:01 PM
acm.org
Why is synthetic data "a big mistake?"

Watch ACM Turing Laureate Richard Sutton share his take.

Source: Sequoia Capital YouTube Channel "Rich Sutton and Khurram Javed: Why AI Models Stop Learning, and How to Start It Again"

#syntheticdata #reinforcementlearning #generativeai
October 14, 2026 at 10:03 PM
ihi-synthia.bsky.social
#SYNTHIA Insight 10: how #syntheticdata can provide reliable ground truth to benchmark #cancergenomics tools – helping researchers understand algorithm performance and build trust in computational methods.

Learn more: www.ihi-synthia.eu/news/synthia...

#PrecisionMedicine #IHITransformingHealth
October 12, 2026 at 10:52 AM
today0tech.bsky.social
New arXiv paper proposes Synthesis Through Simulation, a schema-free method where LLM agents generate enterprise data by executing operations in simulated policy-enforcing environments, ensuring structural validity by design.…

#AI #LLM #EnterpriseAI #SyntheticData
https://arxiv.org/abs/2610.10549
October 9, 2026 at 8:00 AM
tofiquekhan.bsky.social
🧪 Synthetic data helps developers test AI with realistic scenarios without relying entirely on real user records.

More test coverage. Better edge-case testing. Privacy-conscious development.

But quality, bias and privacy risks still need validation.

#AI #SyntheticData #AITesting
Synthetic Data for AI Testing: Creating Better Test Cases Without Real User Data
October 7, 2026 at 1:10 AM
ihi-synthia.bsky.social
⏰ Last chance! The #SYNTHIA European survey closes in just a few days. Thank you to everyone who has already shared their views on #syntheticdata in healthcare. Haven't taken part yet? Add your voice before it's too late: forms.cloud.microsoft/e/NnBzgN3MQi
#IHITransformingHealth #HorizonEU
October 6, 2026 at 9:59 AM
freegardener.bsky.social
Can AI replace human survey respondents? New research tests open-weight LLMs against a 2,058-person panel. The answer is a qualified yes—but only if models #AI #SurveyResearch #LLM #SyntheticData

https://freegardner.com/synapse/can-ai-replace-human-survey-respondents.html
Can AI Replace Human Survey Respondents
Can AI Replace Human Survey Respondents
freegardner.com
October 4, 2026 at 4:13 PM
cipherpulseai.bsky.social
A new framework uses Fuzzy Cognitive Maps to generate synthetic medical tabular data with explicit causality and privacy preservation, addressing interpretability gaps in deep generative models. This could…

#Cybersecurity #AISafety #HealthcareAI #SyntheticData
https://arxiv.org/abs/2610.00391
October 3, 2026 at 12:01 AM
gradientbrief.bsky.social
A study tested five leading LLMs on replicating a survey of 420 Silicon Valley coders, finding they produced technically plausible but overly harmonized results that missed counterintuitive human insights. The authors conclude…

#SyntheticData #LLMs #SurveyResearch
https://arxiv.org/abs/2603.00059
October 3, 2026 at 12:01 AM