Sachin Samrat Medavarapu, a recognized leader in AI-enhanced security and performance optimization, has built an impressive career marked by a series of significant achievements.

Millennials crave collaboration, team-based projects and easy flow of information

As the number of highly capable large language models (LLMs) released continues to quickly increase, I added the ability to test new models when they become available in the Ask Luke conversational interface on this site.

For context there's a number of places in the Ask Luke pipeline that make use of AI models to transform, clean, embed, retrieve, generate content and more. I put together a short video that explains how this pipeline is constructed and why if you're interested.

Specifically for the content generation step, once the right content is found, ranked, and assembled into a set of instructions, I can select which large language model to send these instructions to. Every model gets the same instructions unless they can support a larger context window. In which case they might get more ranked results than a model with a smaller context size.

Despite the consistent instructions, switching LLMs can have a very big impact on answer generation. I'll leave you to guess which of these two answers is powered by OpenAI's GPT-4 and which one comes from Antrhopic's new (this week) Claude 3.5 Sonnet.

Some of you might astutely point out that the instruction set could be altered in specific ways when changing models. Recently, we've found the most advanced LLMs to be more interchangeable than before. But there's still differences in how they generate content as you can clearly see in the example above. Which one is best though... could soon be a matter of personal preference.

Thanks to Yangguang Li and Sam for the dev help on this feature.

[Cambridge, England] : Ethics International Press Limited, 2024.

Bloomington, IN : Solution Tree Press, [2024]

Zenbook 14 (UX425) is priced at ₹82,990; VivoBook Ultra K15 (K513) at ₹42,990; VivoBook Ultra 15 (X513) at ₹43,990; VivoBook Ultra 14 (X413) at ₹59,990

Oxford ; New York : Oxford University Press, 2002.

London : Picador, 2022.

Harmondsworth : Penguin, 2004.

Turnhout, Belgium : Brepols, [2023]

Berlin : Springer, 1925.

Boston : Beacon Press, [1995]

Münster : LIT Verlag, [2003]

London : Cassell and Company Ltd., [1938]

[İstanbul] : Ege Yayınları, 2005.

Hilversum : Verloren, [2005]

In the fifth and final part of Future Cities: Holy Land, WIRED explores how Israel can continue to grow as a tech powerhouse.

A single dose of infusion therapy can eradicate leukemia and destroy kilograms of cancer cells. Bruce Levine tells WIRED Health 2018 how he and his team are developing therapies to tackle cancer. Read more here: http://wired.uk/JxvIdt ABOUT WIRED HEALTH 2018 Hundreds of healthcare, pharmaceutical and technology influencers and leaders met at the sixth annual WIRED Health event at The Crick Institute, London on March 13. Discover some of the fascinating insights from the speakers here: http://wired.uk/O6xMxJ ABOUT WIRED EVENTS WIRED events shine a spotlight on the innovators, inventors and entrepreneurs who are changing our world for the better. Explore this channel for videos showing on-stage talks, behind-the-scenes action, exclusive interviews and performances from our roster of events. Join us as we uncover the most relevant, up-and-coming trends and meet the people building the future. ABOUT WIRED WIRED brings you the future as it happens - the people, the trends, the big ideas that will change our lives. An award-winning printed monthly and online publication. WIRED is an agenda-setting magazine offering brain food on a wide range of topics, from science, technology and business to pop-culture and politics. CONNECT WITH WIRED Web: http://po.st/WiredVideo Twitter: http://po.st/TwitterWired Facebook: http://po.st/FacebookWired Google+: http://po.st/GoogleWired Instagram: http://po.st/InstagramWired Magazine: http://po.st/MagazineWired Newsletter: http://po.st/NewslettersWired

Terah Lyons is the Founding Executive Director of the Partnership on AI, which was established to study and formulate best practices on AI technologies and advance the public’s understanding of AI. Prior to this, she served as Policy Advisor to the U.S. Chief Technology Officer at the White House Office of Science and Technology Policy (OSTP) during the Obama administration. In this video, Terah shares how after the California State Senate proposed using a machine learning-based system for pre-trial detention decisions, the Partnership investigated the plan and published a report on the minimum requirements such a system would need to meet to be fit for use. The requirements held not just for the system itself, but also for the people using it: for example, judges would need to demonstrate an understanding of the algorithm’s outputs. ABOUT WIRED PULSE: AI AT THE BARBICAN 450 business executives, technologists and enthusiasts gathered at The Barbican Centre’s Concert Hall in London, for WIRED Pulse: AI at the Barbican on June 15, 2019. Discover some of the fascinating insights from speakers here: http://wired.uk/ai-event ABOUT WIRED PULSE AND WIRED EVENTS The WIRED Pulse series offers an engaging, top-level perspective on how disruptive technology and fast-changing industries - such as artificial intelligence, deep tech and health - are impacting the human experience. The aim is to distill the most pertinent strands of themes within each complex topic and to share it with the wider public as a thought-provoking conversation-starter. WIRED events shine a spotlight on the innovators, inventors and entrepreneurs who are changing our world for the better. Explore this channel for videos showing on-stage talks, behind-the-scenes action, exclusive interviews and performances from our roster of events. Join us as we uncover the most relevant, up-and-coming trends and meet the people building the future. ABOUT WIRED WIRED brings you the future as it happens - the people, the trends, the big ideas that will change our lives. An award-winning printed monthly and online publication. WIRED is an agenda-setting magazine offering brain food on a wide range of topics, from science, technology and business to pop-culture and politics. CONNECT WITH WIRED Events: http://wired.uk/events Web: http://po.st/WiredVideo Twitter: http://po.st/TwitterWired Facebook: http://po.st/FacebookWired Google+: http://po.st/GoogleWired Instagram: http://po.st/InstagramWired Magazine: http://po.st/MagazineWired Newsletter: http://po.st/NewslettersWired

WIRED Editor in Chief Nicholas Thompson sits down with UN Secretary-General António Guterres to discuss the global implications of technology and the role of the United Nations.

Former Secret Service Agent Jonathan Wackrow, now managing director at Teneo Risk, explains how the Service protects the President and other VIPs. Wackrow details the many steps required to ensure the safety of protectees, and describes how the Service has changed due to changing technology and lessons learned from historical events. Wackrow served in the Presidential Protection Division in Washington, DC, and managed numerous high-level security operations in the U.S. and abroad.

Researcher Ying-Hui Fu has found two rare genes that allow some people to be "natural short sleepers" who feel rested after a mere 4 or 5 hours per night. WIRED's Arielle Pardes sat down with Dr. Fu to discuss her findings.

According to Jim Clemente, retired FBI behavioral analyst and criminal profiler, when it comes to the "nature vs. nurture" debate, "Genetics loads the gun, personality and psychology aim it, and your experiences pull the trigger..." As a criminal profiler, it was Jim's job to catch murderers, serial killers and rapists and pick up the slack where forensic evidence failed.

Former Secret Service Agent Jonathan Wackrow explains how the Service keeps counterfeit currency out of circulation. The Secret Service was installed to combat counterfeit money during the Civil War, and the Service still to this day works tirelessly to suppress counterfeits. Wackrow served in the Presidential Protection Division in Washington, DC, and managed numerous high-level security operations in the U.S. and abroad.

There are a number of myths about detecting deception. Fidgeting, looking away, touching your mouth, all of these things are commonly thought to be practices that indicate deception. Jim Clemente, former Supervisory Special Agent for the FBI, explains why that isn't always the case and how people like him can decipher what these indicators really mean.

This ventilator may not look like an important piece of medical equipment but it may be one of the critical things keeping Covid-19 patients alive. MIT has designed an emergency ventilator that uses commonly found and easily sourced materials. FDA-approved ventilators are expensive and require hundreds of components, and in these trying times a cheaper alternative may be able to save lives as these machines become more scarce.

Matt Hullum, executive producer for "Transformers: War For Cybertron," goes through the entire history of the Transformers franchise. When people say, "Gen 1," what do they really mean? How many generations of Transformers are there? Is "Beast Wars" also in the Transformers franchise? Transformers: War For Cybertron Trilogy is streaming on Netflix now.

Former FBI agent and body language expert Joe Navarro is back, this time to breaks down the non-verbal ways we communicate using facial expressions. What does it mean when we scrunch up our noses or show tension in the glabella? Joe also goes deep into chirality, and equates this concept with some of the most quizzical of human expressions. Check out Joe's book "The Dictionary of Body Language" https://www.jnforensics.com/

Retired FBI Special Agent Rhonda Glover Reese takes a look at some scenes featuring surveillance in movies and television and explains how accurate they really are.

League of Legends Executive Producer Jessica Nam and Game Director Andrei Van Roon answer Twitter's burning questions about their extremely popular MOBA. Is it easy to get into League now? Is there going to be a LoL mobile game? How do you even get into the game industry? What are some lessons they've learned from working at Riot Games? Jessica and Andrei answer all these questions and much, much more.

Former FBI agent and body language expert Joe Navarro breaks down the intentional (and unintentional) non-verbals displayed by politicians. Why do some politicians point with their entire hand? What does it mean when politicians wave to a large crowd? How do Donald Trump and Joe Biden's non-verbals compare to each other? Check out Joe's book "The Dictionary of Body Language" https://www.jnforensics.com/ Books By Joe Navarro: https://www.jnforensics.com/books Joe Navarro Body Language Academy: https://jnbodylanguageacademy.com

Former FBI agent and body language expert Joe Navarro breaks down the unintentional non-verbals that are displayed by human beings around the globe. Joe explains how the limbic system functions and why we act the way we do in certain situations. Check out Joe's book "The Dictionary of Body Language" https://www.jnforensics.com/ Books By Joe Navarro: https://www.jnforensics.com/books Joe Navarro Body Language Academy: https://jnbodylanguageacademy.com

Produced by WIRED Brand Lab with Best Buy and Portal from Facebook | Tech Expert Gurpreet Sarin Explains the Technology Behind Smart Cameras with a Grandmother, Pam

Produced by WIRED Brand Lab with Best Buy and Portal from Facebook | Tech Expert Gurpreet Sarin Explains How to Multi-Task at Home During the Holidays

Produced by WIRED Brand Lab with Best Buy and Portal from Facebook | Tech Expert Gurpreet Sarin Talks Augmented Reality with Elementary Schooler Uschi

The COVID-19 pandemic has been terrible for female entrepreneurs. Women are more likely to be furloughed and are 47 per cent more likely to have lost or quit their job. The International Monetary Fund has warned that Covid-19 threatens to roll back the last 30 years of economic gains for women. And it’s a similar outlook for women entrepreneurs. If nothing changes, we are facing dire consequences for our global economy. In this panel from WIRED Smarter 2020, multi-award winning author, Elizabeth Uviebinené, Michelle Kennedy, founder and CEO of Peanut, one of the fastest-growing apps and social networks for women and Cherie Blair, the Founder of The Cherie Blair Foundation for Women share what can be done to fix this for the next generation of women entrepreneurs. ABOUT WIRED SMARTER Curated by WIRED’s award-winning editorial team, WIRED Smarter gathers the disruptive minds across business, technology, retail, finance and politics to investigate how innovation, technological advances and world events are changing the way we interact with customers. CONNECT WITH WIRED Events: http://wired.uk/events Subscribe for Events Information: http://wired.uk/signup Web: http://bit.ly/VideoWired Twitter: http://bit.ly/TwitterWired Facebook: http://bit.ly/FacebookWired Instagram: http://bit.ly/InstagramWired Magazine: http://bit.ly/MagazineWired Newsletter: http://bit.ly/NewslettersWired

Ash Carter, former Secretary of Defense, discusses the AI policies that will shape the tech and defense industries.

Former FBI agent and body language expert Joe Navarro breaks down how he approached interrogating during his time with the FBI. Joe sets the record straight; there is no simple way to tell if a human being is lying. When looking for deceit, Joe focuses on the subject's discomfort. He also does is best to make sure the subject feels comfortable enough to open up...a far cry from the images we see in many police procedurals. Check out Joe's book "The Dictionary of Body Language" https://www.jnforensics.com/ Books By Joe Navarro: https://www.jnforensics.com/books Joe Navarro Body Language Academy: https://jnbodylanguageacademy.com

Former FBI agent and body language expert Joe Navarro breaks down the intentional (and unintentional) non-verbals displayed during dating. What kind of signs do we show during dates that we don't even realize? Can we display our affection for someone without even explaining it verbally? Check out Joe's book "The Dictionary of Body Language" https://www.jnforensics.com/ Books By Joe Navarro: https://www.jnforensics.com/books Joe Navarro Body Language Academy: https://jnbodylanguageacademy.com

Former FBI agent and body language expert Joe Navarro answers the internet's burning questions about body language. Why is being stared at so intimidating? How do you have a good poker face? Can body language be admitted as evidence in court? How can you end a conversation politely? Joe answers all these questions and much more! Check out Joe's book "Be Exceptional" https://www.jnforensics.com/ Books By Joe Navarro: https://www.jnforensics.com/books Joe Navarro Body Language Academy: https://jnbodylanguageacademy.com