GÁBOR BEREI·May 10Consumer Goods R&D with Automated Product Stability ForecastingConsumers today are more educated than ever, which has driven a change in preferences towards, among others, increased transparency in ingredient sourcing, waste and product testing. This has led companies to seek new ways to stay competitive — only to find that the necessary experimentation and adjustments can be highly…Data Science4 min readData Science4 min read
Chris von Csefalvay·Mar 23Asemantic Induction of Hallucinations in Large Language ModelsLive with a man 40 years. Share his house, his meals. Speak on every subject. Then tie him up, and hold him over the volcano’s edge. And on that day, you will finally meet the man. – Adlai Niska citing the fictional despot Shan Yu in Firefly, 1x10: War Stories …Gpt 38 min readGpt 38 min read
Bálint Kovács·Mar 8Can We Put a Lie Detector on ChatGPT?OpenAI’s ChatGPT is not only a powerful tool for content creation but has also emerged as a potential alternative for a variety of internet search activities — including those relating to information gathering or research — with efficiency over accuracy and completeness as its primary appeal. However, as a fine-tuned…Data Science9 min readData Science9 min read
Chris von Csefalvay·Mar 7Data for the Next PandemicThree years into the COVID-19 pandemic, the medical, public health and disaster preparedness communities are trying to isolate lessons learned from the harrowing experience of a global outbreak that resulted in little shy of seven million deaths. There remains considerable disagreement as to what ought or ought not have been…Data Science5 min readData Science5 min read
Chris von Csefalvay·Dec 5, 2022Five Healthcare AI/ML Trends to Watch for in 20232022 has been an interesting year for healthcare AI/ML. It saw, among others, a consolidation of pandemic-induced practices, such as a shift towards virtual care (especially in primary care), into the ‘new normal’ of healthcare delivery. The COVID-19 pandemic has spurred providers and payors alike to rethink traditional models of…Healthcare6 min readHealthcare6 min read
Zsolt Palmai·Oct 13, 2022Learning to Stop Worrying and Augment Your AnalyticsI don’t think about memes a lot — or much of them — but lately this one has been on my mind: We have billionaires taking joyrides to space, and yet we keep manually updating Excel spreadsheets to uphold what we know as “order” in our world. …Data Science5 min readData Science5 min read
Chris von Csefalvay·Apr 1, 2022As We May See: The World after DashboardsIn 1945, influential scientist and government advisor Vannevar Bush published As We May Think, an article of remarkable foresight. In less than a dozen pages, he outlined many futuristic technologies that have come to pass, including hypertext, the personal computer and speech recognition. …Data Science5 min readData Science5 min read
Chris von Csefalvay·Dec 9, 2021Data Science Trends to Rule 20222021 was an exciting year for data science: despite COVID–19 pandemic-related layoffs and budget reductions, the field continued to flourish. According to a survey commissioned by Anaconda, only 37% of companies decreased their investment in data science. …Data Science9 min readData Science9 min read
Eszter Windhager-Pokol·Jul 2, 20218 Best Practices for Working with Your Data Science Vendor — from Data ScientistsWhen you leverage data science expertise from outside your company for a project, you face a multi-layered challenge. There’s likely to be a gap in domain knowledge between your in-house experts and the data scientists, existing workflows that won’t readily accommodate new processes and meanwhile, the lack of a common…Data Science9 min readData Science9 min read
Chris von Csefalvay·Mar 1, 2021The COVID Tracking Project is shutting down in a week. What next?The COVID Tracking Project has been one of the most successful citizen-driven data collection projects in history. Driven by The Atlantic and supported by an army of volunteers, it has collected the nuggets of information about testing and case counts, often beating federal and state authorities to the race. Yet…Covid-193 min readCovid-193 min read