The hottest Research Substack posts right now

And their main takeaways
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NeurIPS's Big ML Week

Sector 6 | The Newsletter of AIM • 0 implied HN points • 12 Dec 21
🕹 Technology Research
  1. NeurIPS 2021 was a major conference for machine learning and AI, showcasing the latest research in the field.
  2. Over 9,000 papers were submitted, showing a huge interest and activity in machine learning.
  3. Google and Microsoft were the top contributors, reflecting their strong involvement in advancing AI technology.

The AutoML Race, Starlink India & US Chief Data Scientist 🏇🌠🔭

Sector 6 | The Newsletter of AIM • 0 implied HN points • 10 Oct 21
🕹 Technology Research
  1. An AutoML race is happening, which involves competition in creating automated machine learning tools. This could make data science easier for everyone.
  2. Starlink is expanding its services in India, offering satellite internet. This can improve internet access in remote areas of the country.
  3. The US has appointed a Chief Data Scientist to lead data-related initiatives. This role will help shape data policies and improve the use of data across various sectors.

MLOps Hype, Open Source Risks & AI Research Fallacies

Sector 6 | The Newsletter of AIM • 0 implied HN points • 18 Jul 21
🕹 Technology Research
  1. MLOps is gaining popularity, but we should be careful not to get too caught up in the hype. It's important to evaluate its real benefits before jumping in.
  2. Open source tools in AI can be risky, as they may have hidden vulnerabilities. It's wise to properly assess security and reliability before using them.
  3. There are common fallacies in AI research that can mislead people. Being aware of these misconceptions can help in making better-informed decisions and understanding the field better.

The Belamy | Salary Study, Synthetic Data & Explainability

Sector 6 | The Newsletter of AIM • 0 implied HN points • 04 Apr 21
🕹 Technology Research
  1. In 2021, the average salary for analytics professionals in India was INR 13.4 Lakhs. This was a decrease from the 2020 average of INR 14.4 Lakhs.
  2. The study highlights ongoing challenges in the data science job market, including the impact of economic conditions on salaries.
  3. This research emphasizes the importance of understanding salary trends for career planning in the analytics field.

AI Engineer World's Fair–Day 3: The Horizon and Beyond

Code and Context • 0 implied HN points • 29 Jun 24
🕹 Technology Research
  1. AI is becoming smarter and can now see, hear, and understand like people. This means it can handle more complex tasks.
  2. New tools for developing AI are being created, making it easier for engineers to work with AI technologies.
  3. There's an important focus on ethics and the impact of AI on society, ensuring that technology is used responsibly.
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About Me

Alex’s Substack • 0 implied HN points • 25 Jul 24
🕹 Technology Research
  1. The person is a junior at Yale, focusing on computer science and economics.
  2. They work as a Fellow at Bloomberg Beta, evaluating new AI companies.
  3. They enjoy building and creating things, and are likely always working on a project.

🤖 Some mind-blowing/scary facts about neural networks (used by ChatGPT) 🤯

The Future of Life • 0 implied HN points • 30 Mar 23
🕹 Technology Research
  1. Neural networks can do the same tasks as any standard computer. Even just three neurons can handle basic math operations.
  2. GPT-4, like the human brain, relies on complex simulations to generate context-based responses. It has an incredible number of parameters that allow it to mimic human-like thinking.
  3. There's a lot of excitement in AI research, driven by the massive success of models like ChatGPT. However, rapid development raises important safety concerns that are often overlooked.

Agentic Search-Augmented Factuality Evaluator (SAFE) For LLMs

Cobus Greyling on LLMs, NLU, NLP, chatbots & voicebots • 0 implied HN points • 05 Apr 24
🕹 Technology Research
  1. The Agentic Search-Augmented Factuality Evaluator (SAFE) is designed to check the facts in long-form texts. It breaks down responses into smaller facts to evaluate them more accurately.
  2. SAFE is cheaper and faster than using human annotators. It costs about 19 cents per evaluation compared to 4 dollars when relying on people.
  3. Google Search is used by SAFE to find current information for checking facts, making sure the evaluations are accurate and up-to-date.

Considering Large Language Model Reasoning Step Length

Cobus Greyling on LLMs, NLU, NLP, chatbots & voicebots • 0 implied HN points • 16 Jan 24
🕹 Technology Research
  1. Longer reasoning steps can really help large language models do better, even if they don't add new info. It's like taking your time to think things through.
  2. For simpler tasks, fewer steps are better, but complex tasks can get a boost from having more detailed reasoning. It's all about matching the task with the right amount of thinking.
  3. Even if the reasoning isn't completely correct, as long as it's long enough, it can still lead to good results. Sometimes the process matters more than being right.

Large Language Model (LLM) SWOT Analysis (Updated)

Cobus Greyling on LLMs, NLU, NLP, chatbots & voicebots • 0 implied HN points • 15 Jan 24
🕹 Technology Research
  1. Large Language Models (LLMs) can blend different types of knowledge and respond to complex instructions, making them very versatile.
  2. There are many opportunities to improve LLMs, especially by addressing their weaknesses and developing new tools for better data management.
  3. LLMs still face challenges like handling context and ensuring privacy, but ongoing research is pushing their development forward.

LLM Drift

Cobus Greyling on LLMs, NLU, NLP, chatbots & voicebots • 0 implied HN points • 29 Sep 23
🕹 Technology Research
  1. LLM Drift refers to big changes in how language models respond over a short time. This means their answers can differ quite a bit unexpectedly.
  2. Studies show that the accuracy of models like GPT-3.5 and GPT-4 can go up and down significantly in just a few months. Sometimes they get worse at certain tasks.
  3. It's important to keep checking how these models behave over time because their performance can shift for many reasons, not just from minor tweaks.

Is this the end of my newsletter? 🥺

Business & Marketing with Nika • 0 implied HN points • 19 May 24
💼 Business Research
  1. Sending newsletters on Mondays might not be the best idea, as people are usually busy and could forget to read them.
  2. Emails sent after work hours may get better engagement, so timing matters when scheduling newsletters.
  3. Consider sending newsletters biweekly instead of weekly, and adjust the sending time based on your audience's time zone for better results.

✅ Monday briefing: Podcast pitching, PR measurement, digital exclusion, levelling up public relations, power cuts, PRSA Atlas award, comms women network, lobbying scandal, and more...

Wadds Inc. newsletter • 0 implied HN points • 28 Nov 22
💼 Business Research
  1. Podcasts are a great chance for PR professionals to pitch guests because many shows feature interviews. It’s important to listen to the podcast first and make your pitch personal.
  2. Measuring the success of PR work can be tough, with many professionals struggling to link their efforts to business results. A recent survey showed that two-thirds find it hard to connect the dots.
  3. Digital exclusion is a real problem, especially for older people who may not use the internet. This makes it hard for them to access important services like banking and healthcare.

✅ Monday briefing: Comms communities, WaddsCon returns, European comms survey, Spotify crisis, native news ads, ethnic pay gap, in demand skills, project management tools, Twitter articles, and more…

Wadds Inc. newsletter • 0 implied HN points • 14 Feb 22
💼 Business Research
  1. Comms communities are important places for support and discussion amongst professionals in marketing and public relations.
  2. The Spotify controversy highlights the challenges companies face when dealing with complex social issues that could impact their reputation.
  3. Skills in social media marketing and data analysis are highly valued in today's job market, making them key areas for professionals to focus on.

✅ Monday briefing: Local news desert, video explainer, eco ad criticised, new inflation index, PR employment data, ad cookie plan, Tumblr revival, Twitter transparency report, and more...

Wadds Inc. newsletter • 0 implied HN points • 31 Jan 22
📰 News Research
  1. Local journalism is struggling, leading to fewer news sources and a negative impact on democracy. It's important for communities to have access to reliable news.
  2. Environmental advertising is under scrutiny, especially claims about how personal diet changes can greatly reduce environmental impact. Consumers are becoming more critical of these messages.
  3. Social media platforms are evolving with new features and policies, like Google's cookie replacement plan and YouTube's support for creators, to adapt to changing user needs and privacy concerns.

✅ Monday briefing: A&E Storytelling, sports washing, Zoom termination, management consultancy threat cedes, tackling ageism, PR boom prediction, and more…

Wadds Inc. newsletter • 0 implied HN points • 13 Dec 21
💼 Business Research
  1. A&E departments can use storytelling on social media to give real insights into their work. This helps people understand what goes on behind the scenes.
  2. Ageism is a big problem, so there's a new guide aimed at helping people talk positively about aging. It encourages a better image of older adults.
  3. Many UK businesses are planning to hire more public relations staff soon. This suggests that there's a growing need for good communication as the market recovers.

✅ Monday briefing: Changing newsrooms, journalism booming, media plurality, Socially Mobile deadline, industry data, AI in PR report, and more...

Wadds Inc. newsletter • 0 implied HN points • 29 Nov 21
📰 News Research
  1. Newsrooms are changing as organizations adapt to flexible work due to COVID-19. They are redesigning their offices and updating technology to fit the new working style.
  2. There’s a boom in journalism jobs as the industry recovers. In the UK alone, there are over 112,000 people working in journalism and many open positions.
  3. Media plurality is a concern with big companies like Google and Meta influencing what news people see online. This raises challenges for smaller news publishers trying to survive.

✅ Monday briefing: Socially Mobile launch, reporting terrorism, B2B thought leadership, stakeholder trust, search insights, search intent, and more...

Wadds Inc. newsletter • 0 implied HN points • 15 Nov 21
💼 Business Research
  1. Media should improve how they report on terrorism. They need to wait before talking to victims and avoid showing the attackers' photos to prevent more trauma.
  2. Thought leadership in B2B is suffering because of too much low-quality content. It's important to focus on valuable insights to engage customers better.
  3. Google's team shared that automated content won't rank high in search results. They also discussed other important SEO topics like meta tags and voice search.

✅ Monday briefing: Pitch response rates, carbon reporting, industry reset, Edelman report, media monitoring tool, brand traffic search impact, community tools, and more...

Wadds Inc. newsletter • 0 implied HN points • 08 Nov 21
💼 Business Research
  1. Journalists are opening fewer media pitches now, with open rates dropping to 28% this year. This shows that it’s getting harder to get noticed in the media.
  2. Companies are being pushed to report their carbon footprints, which aims for more accountability in their climate commitments. This is important for businesses to be transparent about their environmental impact.
  3. Facebook is changing its approach to facial recognition, deciding not to use it anymore. This decision comes after concerns about ethics and privacy in AI technology.

✅ Monday briefing: Media scrutiny, neurodiversity, blogging slog, agile communication, YouTube caption options, accessibility toolkit, and more…

Wadds Inc. newsletter • 0 implied HN points • 18 Oct 21
🕹 Technology Research
  1. Newspaper closures can lead to more corporate crime because they stop holding companies accountable. This shows how important local journalism is for society.
  2. Neurodiversity, including conditions like autism and dyslexia, is often overlooked in public relations. It's important to change the stigma and embrace different ways of thinking.
  3. Remote work is becoming more common, but it can also reduce teamwork and conversation among employees. This means companies need to find ways to keep communication strong.

✅ Monday briefing: Obscuring print data, Government FOI review, UK AI strategy, PR talent market, office return data, content analyser, Zuck image washing, and more...

Wadds Inc. newsletter • 0 implied HN points • 27 Sep 21
💼 Business Research
  1. The UK government is reviewing its Freedom of Information unit after concerns about transparency were raised. This change aims to improve how information is shared with the public.
  2. The UK is experiencing a strong job market in public relations, with many employers needing to adapt to the new employee-focused landscape. This means job seekers have more power than before.
  3. There's a push for better tools in PR and marketing, with new digital solutions and social media tools being introduced. These aim to help professionals analyze content and improve their strategies.

✅ Monday briefing: WaddsCon, media plurality, carbon as a metric, fake spokesperson, internet life, reframe videos, tech trends, Cannes Condensed and more...

Wadds Inc. newsletter • 0 implied HN points • 21 Jun 21
💼 Business Research
  1. Access Intelligence is buying a media intelligence firm to boost its presence in Asia and Australia. This will help them offer more services and reach more customers.
  2. PR professionals need to start measuring carbon emissions as part of their sustainability efforts. Carbon is now seen as a crucial metric in addressing environmental issues.
  3. A new study shows that working from home leads to longer hours but not necessarily better productivity. This brings attention to how remote work impacts performance.

✅ Monday briefing: Sarah Waddington CBE, Socially Mobile, capital PR, engaging with activists, Online Nation Report, behavioural science survey, WaddsCon June lineup, and more....

Wadds Inc. newsletter • 0 implied HN points • 14 Jun 21
💼 Business Research
  1. Sarah Waddington was honored with a CBE for her efforts in public relations, highlighting the importance of professionalism in the industry.
  2. There's a growing trend of PR agencies moving out of London, thanks to the pandemic, which opens up access to talent across the UK.
  3. Many people in the UK are hesitant to pay for news subscriptions, with most preferring free online news sources instead.

✅ Monday briefing: WaddsCon final call, creative industries funding, image licencing, website data viz, Twitter verification, and more…

Wadds Inc. newsletter • 0 implied HN points • 24 May 21
💼 Business Research
  1. WaddsCon is happening soon, and it's a great chance to learn about changes in agency-client relationships and measurement in PR. It could be helpful if you're in that field.
  2. Many new jobs have emerged since the pandemic, like work-from-home facilitators and cybersecurity forecasters. It's important to stay updated on new career opportunities.
  3. Online abuse against journalists is increasingly common, showing we need better training for dealing with such issues. It's essential to support and protect media professionals.

✅ Monday briefing: WaddsCon, football failure, access to information, accessible communications, live audio, fake linkedin users, slander games, data portability and more…

Wadds Inc. newsletter • 0 implied HN points • 26 Apr 21
💼 Business Research
  1. WaddsCon is a useful event for those in PR, featuring talks on creativity and storytelling. It's a great chance to network and learn as the industry evolves.
  2. Access to information is getting harder for journalists, especially during the pandemic. This affects how stories are reported and shared with the public.
  3. Facebook and Instagram are introducing new tools to improve safety and communication. These changes aim to protect users from online abuse and enhance user experience.

✅ Monday briefing: Institutional racism, new books, state of journalism, relevance report, Wikipedia engagement, COVID-19 PR toolstack, April WaddsCon and more…

Wadds Inc. newsletter • 0 implied HN points • 12 Apr 21
🇺🇸 U.S. Politics Research
  1. There is ongoing debate about institutional racism, especially regarding how government's findings may overlook significant issues faced by minority groups.
  2. The future of office spaces is shifting towards comfort and calming designs to fit the post-pandemic world.
  3. The relationship between journalists and PR professionals is generally positive, but both sides see areas where it can improve.

✅ Monday briefing: WaddsCon, media intelligence, show not tell, Minecraft campaign, COVID-19 comms, media manipulation, Twitter trends, autocue apps, and more…

Wadds Inc. newsletter • 0 implied HN points • 01 Mar 21
💼 Business Research
  1. Brandwatch, a social media listening platform, was bought by Cision for $450 million, creating a bigger company in media analytics.
  2. UK regional newspapers are facing a decline in circulation, with some major papers dropping by nearly half in just six months.
  3. Twitter is introducing a subscription option for creators, similar to platforms like OnlyFans and Substack, to help users monetize their content.

The CRU Scandals: A Reflection on Academia

Musings on Markets • 0 implied HN points • 28 Nov 09
🚌 Education Research
  1. Academic research often prioritizes getting published over exploring interesting questions. Researchers might choose to work on safe topics that are easier to publish instead of tackling big, challenging ideas.
  2. Bias can affect research outcomes. Researchers bring their own perspectives and preconceptions, which can influence what they study and how they interpret data.
  3. The educational background and connections of a researcher can greatly impact their chances of getting published. Those from elite institutions or who have influential mentors often have better success in the publishing world.

Rebirths and Fresh starts!

Musings on Markets • 0 implied HN points • 26 Jan 09
🚌 Education Research
  1. Teaching allows for a fresh start every semester, making it unique compared to other jobs. You can leave the past behind and embrace new beginnings.
  2. The excitement of starting a new class motivates the teacher, and they hope to share that enthusiasm with students.
  3. The opportunity to connect lessons from past experiences into fresh classes enriches the learning process for everyone involved.

John Tyndall: An Insatiable Thirst For Knowledge

The Climate Historian • 0 implied HN points • 24 Mar 22
🔬 Science Research
  1. John Tyndall is known for his work on the greenhouse effect, explaining how gases in the atmosphere trap heat and make Earth livable.
  2. His early education came from a Catholic teacher, John Conwill, which greatly influenced Tyndall despite his family's Protestant background.
  3. Tyndall was dedicated to learning, attending lectures and pursuing a Ph.D. in natural sciences, which led him to significant discoveries in physics and chemistry.

The International Memory Reading Group

The Memory Palace • 0 implied HN points • 07 May 24
📖 Philosophy Research
  1. The International Memory Reading Group connects people from different fields who study memory. This helps everyone learn more about memory from various perspectives.
  2. The group focuses on discussing recently published works, which allows members to offer feedback and build on new ideas together. It's a way to keep everyone updated on the latest research.
  3. Meeting virtually makes it possible for members from around the world to join in. This diverse participation enriches the conversations and promotes collaboration across disciplines.

[in case you missed it] Data Science Weekly - Issue 456

Data Science Weekly Newsletter • 0 implied HN points • 21 Aug 22
🕹 Technology Research
  1. Machine learning models need regular maintenance. Even after they're deployed, the changing world means they require constant updates to stay effective.
  2. Specialized skills in data science can lead to better job opportunities. Understanding different roles can help you maximize your impact in the field.
  3. Learning resources for machine learning and data science are widely available. Whether through courses, videos, or discussions, there's plenty of help to get started in this exciting area.

[in case you missed it] Data Science Weekly - Issue 445

Data Science Weekly Newsletter • 0 implied HN points • 05 Jun 22
🕹 Technology Research
  1. There are new best practices for using large language models responsibly. This is important as AI technology continues to grow and impact many areas.
  2. The world is producing more food without increasing the amount of land used for farming, which means we can help the environment while feeding more people.
  3. Training large models can be demanding in terms of resources. Techniques like using compact word vectors can help make machine learning more efficient.

[in case you missed it] Data Science Weekly - Issue 421

Data Science Weekly Newsletter • 0 implied HN points • 19 Dec 21
🕹 Technology Research
  1. Lee Wilkinson made big contributions to how we visualize data, helping us understand graphics better.
  2. A new journal for machine learning research will use a transparent review process to improve scholarly communication.
  3. Feature engineering is still important in data science despite the rise of deep learning, showing that sometimes traditional methods still apply.

[in case you missed it] Data Science Weekly - Issue 394

Data Science Weekly Newsletter • 0 implied HN points • 13 Jun 21
🕹 Technology Research
  1. The data economy harms our privacy by collecting personal information for profit. It's important to rethink this approach.
  2. New AI methods are improving tasks like chip design, allowing machines to do the work faster and better than humans.
  3. There's a growing interest in data management concepts like data mesh, which focuses on decentralized data ownership and treating data as a product.

[in case you missed it] Data Science Weekly - Issue 374

Data Science Weekly Newsletter • 0 implied HN points • 24 Jan 21
🕹 Technology Research
  1. Controlled experiments are important in data science to understand how new features perform. They help ensure that changes really make a difference and aren't just random results.
  2. AI is being used in various fields, including drug discovery and medical diagnostics, to improve accuracy and efficiency. Innovations like AI techniques can lead to faster and more accurate results in critical areas like cancer diagnosis.
  3. Understanding the theory behind machine learning can help data scientists create better models. Learning about tools like Support Vector Machines can enhance model performance and application.

[in case you missed it] Data Science Weekly - Issue 341

Data Science Weekly Newsletter • 0 implied HN points • 07 Jun 20
🕹 Technology Research
  1. Data scientists are in high demand, so it's important to know how to market yourself effectively. Building a strong project portfolio can make you an attractive candidate.
  2. Recent advancements in language models, like GPT-3, show that larger models can perform tasks with fewer examples. This could change how we approach natural language processing.
  3. Managing expectations in data science jobs is crucial, especially for newcomers. Many people feel disappointed because they might not understand the job's realities.

[in case you missed it] Data Science Weekly - Issue 320

Data Science Weekly Newsletter • 0 implied HN points • 12 Jan 20
🕹 Technology Research
  1. Creating successful data projects needs careful planning. It's not just about getting the model right; you have to think about the project's context and how it fits into the bigger picture.
  2. AI is speeding up material discovery significantly. Researchers are using AI to create new materials much faster than traditional methods, which could change many industries.
  3. Data lakes offer flexibility in storing data. Unlike data warehouses that require strict definitions, data lakes allow for various data types and structures, making them adaptable but also posing some challenges.

[in case you missed it] Data Science Weekly - Issue 319

Data Science Weekly Newsletter • 0 implied HN points • 04 Jan 20
🕹 Technology Research
  1. Becoming an independent researcher can be tough, but it may open up new paths for publishing. There's a balance to consider between freedom and potential challenges.
  2. AI is making strides in reading medical images like mammograms. This tech might help doctors find signs of cancer earlier and more accurately than before.
  3. Working on data projects is not just good for learning; it's super useful for impressing future employers. Showing what you've done can set you apart in job applications.