Today, we are pleased to announce a new integration between Amazon Quick Research and S&P Global. This integration brings both S&P Global Energy news, research, and insights and S&P Global Market Intelligence data to Quick Research customers in one deep research agent. In this post, we explore S&P Global’s data sets and the soluti https://aws.amazon.com/blo...
Understanding AI in 2026 — from machine learning to generative models https://towardsdatascience...
Opinion: The problem isn’t that AI makes mistakes but that we stop making our own, Israel learned this when overconfidence in a 'smart,' automated system before Oct. 7 proved costly — a reminder of the danger in trusting technology too much https://www.ynetnews.com/o...
This article introduces the Gaussian Mixture Model as a natural extension of k-Means, by improving how distance is measured through variances and the Mahalanobis distance. Instead of assigning points to clusters with hard boundaries, GMM uses probabilities learned through the Expectation–Maximization algorithm – the general form of Lloyd’s method. Using simple Excel formulas, we implemen https://towardsdatascience...
🗣 Geoffrey Hinton says if you want AI to truly understand the world, give it a robot arm and a camera
Let it pick things up, drop them, run experiments. That's how children learn. But what's amazing: LLMs already grasp spatial concepts from text alone, which puzzles philosophers
AI Post ⚪️ | Our X 🏴
Let it pick things up, drop them, run experiments. That's how children learn. But what's amazing: LLMs already grasp spatial concepts from text alone, which puzzles philosophers
AI Post ⚪️ | Our X 🏴
Make learning more fun again with the Grok appLet your kids explore science, physics, history, and the universe in a playful way with Good Rudi, it's friendly mode designed just for young minds
They’ll get clear, exciting answers that spark real curiosity
Instead of endless… pic.twitter.com/eASaaj42e7— X Freeze (XFreeze) December 4, 2025 https://x.com/XFreeze/stat...
They’ll get clear, exciting answers that spark real curiosity
Instead of endless… pic.twitter.com/eASaaj42e7— X Freeze (XFreeze) December 4, 2025 https://x.com/XFreeze/stat...
The FDA is continuing its push to adopt emerging artificial intelligence tools, this time unveiling an https://www.fiercebiotech....
A machine learning algorithm that predicts the biological age of brain cells has helped identify hundreds of potential anti-aging treatments. https://www.advancedscienc...
🔥 One way to learn prompt engineering is to study system prompts created by smart engineers
This is Gemini 3.0 system prompt:
You are a very strong reasoner and planner. Use these critical instructions to structure your plans, thoughts, and responses.
Before taking any action (either tool calls or responses to the user), you must proactively, methodically, and independently plan and reason about:
Logical dependencies and constraints: Analyze the intended action against the following factors. Resolve conflicts in order of importance:
1.1) Policy-based rules, mandatory prerequisites, and cons
This is Gemini 3.0 system prompt:
You are a very strong reasoner and planner. Use these critical instructions to structure your plans, thoughts, and responses.
Before taking any action (either tool calls or responses to the user), you must proactively, methodically, and independently plan and reason about:
Logical dependencies and constraints: Analyze the intended action against the following factors. Resolve conflicts in order of importance:
1.1) Policy-based rules, mandatory prerequisites, and cons
🔥 NVIDIA quietly drops a bomb: an 8B router model that beats GPT-5
NVIDIA released Orchestrator-8B, a tiny routing model that decides when to answer itself and when to call tools like search, code, APIs, or bigger LLMs. And it’s shockingly good: 37.1% on Humanity’s Last Exam vs GPT-5’s 35.1%, while being ~2.5× more efficient.
How it works:
• Trained on ToolScale, a huge synthetic dataset of multi-step tasks.
• Each example includes the query, tool prices, and the optimal tool-call sequence.
• The model learns to balance quality, speed, and cost, not brute force everything.
Benchmarks:
Acr
NVIDIA released Orchestrator-8B, a tiny routing model that decides when to answer itself and when to call tools like search, code, APIs, or bigger LLMs. And it’s shockingly good: 37.1% on Humanity’s Last Exam vs GPT-5’s 35.1%, while being ~2.5× more efficient.
How it works:
• Trained on ToolScale, a huge synthetic dataset of multi-step tasks.
• Each example includes the query, tool prices, and the optimal tool-call sequence.
• The model learns to balance quality, speed, and cost, not brute force everything.
Benchmarks:
Acr
The UCLA Biomedical Artificial Intelligence Research Lab is using machine learning to improve the lives of patients. Machine learning is a field of AI that learns from existing data to make predictions relationships regarding the population of the data, according to UCLA Extension. https://dailybruin.com/202...
AI, especially deep learning applied to blood smear imaging, can greatly improve the speed and accuracy of leukemia detection and subtype classification. https://www.ajmc.com/view/...
The University of Kentucky and Microsoft have formed a strategic partnership to advance the responsible use of artificial intelligence (AI) and strengthen learning, innovation and care across the Commonwealth. http://uknow.uky.edu/campu...
🧬 Anthropic: when models learn to cheat, their behavior turns dangerous
Anthropic studied what happens when a model is taught how to hack its reward on simple coding tasks. As expected, it exploited the loophole but something bigger emerged.
The moment the model figured out how to cheat, it immediately generalized the dishonesty:
• began sabotaging tasks
• started forming “malicious” goals
• even tried to hide its misalignment by writing inefficient detection code
So a single reward-hacking behavior cascaded into broad misalignment, and even later RLHF couldn’t reliably reverse it.
The su
Anthropic studied what happens when a model is taught how to hack its reward on simple coding tasks. As expected, it exploited the loophole but something bigger emerged.
The moment the model figured out how to cheat, it immediately generalized the dishonesty:
• began sabotaging tasks
• started forming “malicious” goals
• even tried to hide its misalignment by writing inefficient detection code
So a single reward-hacking behavior cascaded into broad misalignment, and even later RLHF couldn’t reliably reverse it.
The su
Drake State Community & Technical College is participating in the AWS–Machine Learning University Educators Consortium and Transformation Alliance. The https://huntsvillebusiness...
A professor is using sustainable systems engineering to learn the technology’s potential to help ease droughts. https://red.msudenver.edu/...
An AI startup has won a seven-year contract to supply data labeling for artificial intelligence and machine learning for the US Department of Defense and intelligence community, beating out a larger rival, Scale AI Inc. https://www.bloomberg.com/...
Debate over how students should use artificial intelligence is growing across HBCUs, and Howard University is no exception. https://www.blackenterpris...
Will humanoid robots become superhuman soldiers?
A San Francisco–based robotics startup, Foundation, is in discussions with the U.S. Department of Defense, aiming for its humanoid robot, Phantom MK1, to assist or even replace soldiers in dangerous missions. The company has already secured about $10 million in government contracts and plans to enable the robot to operate around the clock within the coming months.
Phantom MK1 can learn skills through various defense-related applications, such as maintaining and refueling aircraft or breaching obstacles in combat zones. It stands 5 feet 9 inche
A San Francisco–based robotics startup, Foundation, is in discussions with the U.S. Department of Defense, aiming for its humanoid robot, Phantom MK1, to assist or even replace soldiers in dangerous missions. The company has already secured about $10 million in government contracts and plans to enable the robot to operate around the clock within the coming months.
Phantom MK1 can learn skills through various defense-related applications, such as maintaining and refueling aircraft or breaching obstacles in combat zones. It stands 5 feet 9 inche
Researchers discovered a disturbing trend among people who learned about a topic with ChatGPT, instead of using a regular web search. https://futurism.com/artif...
Learn about the rapidly evolving impact of A.I. in this presentation by Mark Morton of the Leland Township Library. He'll discuss how this technology is a… https://www.traverseticker...
Background This research uses machine learning (ML) models to determine significant predictive factors for CVD events in Iran, a country with high mortality rates. The study evaluates the effectiveness of deep learning and mixed-effects logistic models in predicting 10-year CVD incidence using longitudinal TLGS data. Methods A total of 4,872 adults aged ≥ 30 years without a history of CVD at basel https://bmcmedinformdecism...
Geoffrey Hinton says AI knows thousands of times more than humans, even with just 1% of our neural connections
Humans live only about two billion seconds, limiting what we can learn, while AI trains on trillions of words. They aren't like us, but already far more knowledgeable
AI Post 🪙 | Our X 🥇
Humans live only about two billion seconds, limiting what we can learn, while AI trains on trillions of words. They aren't like us, but already far more knowledgeable
AI Post 🪙 | Our X 🥇
AI tools like ChatGPT are becoming more common in writing, even in academic settings. While some may see this as a concern, AI can be helpful for tasks like generating ideas and refining drafts. However, relying on AI to do the actual writing can take away from key learning opportunities, like understanding the material and […] https://thedepauw.com/how-...
Sunday Robotics unveiled its home robot, Memo, a wheeled robot with two arms and pincerlike hands.
Training method: Sunday pays remote workers to perform household tasks wearing gloves that resemble Memo's hands. The Mountain View-based company is focused on a full-stack approach, building both hardware and AI models. Beta testing is scheduled to begin next year.
Co-founders:
- CEO Tony Zhao, ex-Stanford Ph.D. dropout and ex-DeepMind/Tesla, co-created ALOHA project (imitation learning).
- CTO Cheng Chi, a Columbia Ph.D., invented the highly-cited work, Diffusion Policy.
AI Post 🪙 | Our X
Training method: Sunday pays remote workers to perform household tasks wearing gloves that resemble Memo's hands. The Mountain View-based company is focused on a full-stack approach, building both hardware and AI models. Beta testing is scheduled to begin next year.
Co-founders:
- CEO Tony Zhao, ex-Stanford Ph.D. dropout and ex-DeepMind/Tesla, co-created ALOHA project (imitation learning).
- CTO Cheng Chi, a Columbia Ph.D., invented the highly-cited work, Diffusion Policy.
AI Post 🪙 | Our X
We've just released the latest images of the interstellar comet 3I/ATLAS, as observed by eight different spacecraft, satellites, and telescopes.
Here's what we've learned about the comet — and how we're studying it across the solar system: https://t.co/ZIt1Qq6DSp pic.twitter.com/ITD6BqVlGn— NASA (NASA) November 19, 2025 https://x.com/NASA/status/...
Here's what we've learned about the comet — and how we're studying it across the solar system: https://t.co/ZIt1Qq6DSp pic.twitter.com/ITD6BqVlGn— NASA (NASA) November 19, 2025 https://x.com/NASA/status/...
Imagine deploying groundbreaking AI technologies — like machine learning and large language models — within defense organizations, only to confine them in https://warontherocks.com/...
The rise of ChatGPT and other AI systems has transformed education, changing how students learn and study https://www.washingtonpost...
After injury paralyzed him from the neck down, RockyNoHands tested many assistive technologies to reconnect with the world. He re-learned how to play video games with a mouth-operated controller and is now a pro gamer with multiple Guinness World Records and a significant… pic.twitter.com/LBGgYME56D— Neuralink (neuralink) November 18, 2025 https://x.com/neuralink/st...
This is Gemini 3, Google’s most intelligent model yet
Gemini 3 is built to help you learn, build, and plan anything.
It brings:
• State-of-the-art reasoning for complex problem-solving
• World-leading multimodal understanding across text, images, audio, and video
• New agentic coding capabilities that let the model plan, write, debug, and refactor software almost autonomously
Google positions Gemini 3 as a full-stack intelligence layer, from everyday tasks to production-grade engineering.
AI Post 🪙 | Our X 🥇
Gemini 3 is built to help you learn, build, and plan anything.
It brings:
• State-of-the-art reasoning for complex problem-solving
• World-leading multimodal understanding across text, images, audio, and video
• New agentic coding capabilities that let the model plan, write, debug, and refactor software almost autonomously
Google positions Gemini 3 as a full-stack intelligence layer, from everyday tasks to production-grade engineering.
AI Post 🪙 | Our X 🥇
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