Do #AI agents vary across online survey platforms? S.Chen @LBS Webinar @SawtoothSoft yes, some seem to provide data w lower agent rate, 🗝️evasion=knowledge of tests, so: ✔️ layer tests, make it hard to anticipate 📝 edit tests, not all the same 🏗️ detections but NO silver bullet

What're false positives in #AI detection tests for online surveys? S.Chen @LBS Webinar @SawtoothSoft: Humans can fail, too! AI capabilities🆙 but not true of humans❗️ AI detection tests validation for 𝘦𝘧𝘧𝘦𝘤𝘵𝘪𝘷𝘦𝘯𝘦𝘴𝘴: agent consistently fail but humans pass, results:

What're #AI detection tests that can be executed by indv researchers for online surveys? S.Chen @LBS Webinar @SawtoothSoft 5 types: 🔍 lack of attention/comprehension 🗣️ admission of AI use 🔍 superhuman abilities 🔍 dif processing abilities 🔍 dif interactions w user interface

How to control the narrative and answer the question when 🔉insights? @keenasmustard @ESOMAR "contextualize", for example: Add a benchmark to 🗣️ "we've exceeded our customer satisfaction targets", indicate target=30% in the data chart showing about 1/3 customers satisfied

Why create 🪝 or 1-liner in titles to 🔉insights? @keenasmustard @ESOMAR "persuading ppl to 👀 your story, no hook no point" USE: Surprise "pictures need no passport!" ➕ Curiosity, Question, Negativity, Numbers 🚫 "Results of tracker Q4" "H2 feedback on CX study (attached)"

What're common challenges product testing w kids? @curioninsights @MRII_Learn 1⃣ comfort/engagement: reassurance w new exp, limited attention span 2⃣ understand q + describe sensory exp + adult influence 3⃣ update database as kids age out, age-specific logistics: highchair, bib

What to know about product testing with children? @curioninsights @MRII_Learn 🧐 body language, emotional cues in qualitative research 🧒kids more definitive, eg. good 🆚 bad ‼️ sensory fatigue 👎 parents influence: Be clear who's 🗣️ 👑 adapt methododology to each age group

The human side of statistical leadership... What to 🤔 in the #AI age? @AmstatNews panel 1⃣ "Super Intelligence" for fed statistical agencies per 9/29/'26 EO 2⃣ Training entry level statisticians to 🧐 AI on tasks they've never done ⚖️validation 🆚 oversight ⬇️cognitive skills?

#privacy 🆚 safety, what's the tension 🔎 #AIOLIA_EU @DigitalEU? @CEA_Officiel A.Grinbaum: "strong anonymization can prevent detection of abusive uses" limited transparency: overexplaining surveillance ⬇️user trust 🆙attacks Perceived intrusive? Human oversight > #LLM 🙏@WAPOR

How to shift #AI effort to 'high-value work' in stats production? L.McKeown @ONS webcast @theNASEM 1⃣ classification: generate codes from text 2⃣ survey assist: tailor followup🗣️ 3⃣ receipt processing: extract/classify data from scan 👍 Humans to validate + judge reliability!

What're top 5⃣ training needs according to @OECD_Stat ('20-'25)? S.MacFeely @OECD webcast @theNASEM ❗️data visualization ❗️web scraping #AI ❗️data mining ❗️statistical analyses (using @_R_Foundation, @ThePSF) 🗝️= Professional development for official statistics workforce

What could make #LLM more equitable? @fraukolos @theNASEM webcast "fine-tuning on (and human feedback from) representative longitudinal data", needing: ✔️ partnership w academic teams ✔️ continued education ✔️ get benchmark ready from #AI testing

Law enables #DataSharing among public authorities, what makes it happen? I.Cope @JsyStats webcast @theNASEM "build relationships w #DataGovernance teams before enforcement becomes necessary" @GovJersey is an autonomous, self-governing island, part of British Isles archipelago

How to modernize sample mgmt for #MobileFirst research? MHayes @TeleTownHall ➕ @davidrpmartin @EagletonPoll: Text-to-web recruit faster cheaper younger Clear sender🆔, MMS then SMS Stratify sample frame by nonresponse propensity 🔎carrier eg @TMobile cap based on TCR compliance

How to find out what youth leaders think about #AI? @wapor Webinar R.Hassan @Stanford: via global youth event by @StanfordDDL + @WHOYouthCouncil 1⃣ small-group🗣️ 2⃣ global health & digital policy focus 3⃣ expert Q&A ➕look ahead to @UN High-Level Meeting on NCDs, mental health

What's the #youth role in Chile's politics & society? @wapor Webinar S.Rivera @udp_cl: 16-yr FUNAS survey time series: 🔼repertoire of citizenship, offline ⏩ online activism w expression ➕ collective action 🧐 mechanisms, not just platforms: @facebook 🆚@X (twitter) not same

#AgeGap, what does it mean in women's health? J.Pinkerton @MedicineUVA @theNAMedicine: variation in the health ➕ appearance in chronological (linear, can't change) 🆚 biological age (physiological + functional, more accurate age📐, better health predictor) 🆙exercise and 🚭!

↕️mood 🥵 fatigue, what's happening to women 40-60yrs "midlife"? J.Pinkerton @MedicineUVA @theNAMedicine: reproductive #aging, a "pacemaker" critical for long-term health 👍 indiv. advocacy/knowledge ✔️ trained #menopause providers 🧠 aging intervention (neuro shift) possible

Why 🌳metaphor for #DataLiteracy edu? D.Markovic O.Kärcher @HS_Osnabrueck soil=environment for different students roots=foundational competence:🤔skills branches=specific competence: analysis, modeling #DataViz trunk=teaching methods/tools @AmstatNews 👁‍🗨magazine.amstat.org/blog/202…

What're "data agents"? #LLM🏗️ #DataScience agents that address data-centric problems w minimal human intervention ✔️ planning, reasoning, reflection ✔️ multi-agent 🤝 ✔️ user interface, knowledge🔄 + system design @tandfonline TheAmericanStatistician 👁‍🗨 doi.org/10.1080/00031305.202…