Analytics Vidhya - Machine Learning
Handling Imbalanced Classification: What Works Better Than SMOTE
Jul 12, 2026
Most real-world classification problems are imbalanced. Fraud, disease, churn, and defects are rare by nature. Standard classifiers chase accuracy, so they quietly ignore the very class you care about. For years, SMOTE was the reflex fix that everyone reached …
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BAIR Blog
Intelligence is Free, Now What? Data Systems for, of, and by Agents
Jul 7, 2026
... government of the people, by the people, for the people ... — Abraham Lincoln, Gettysburg Address (1863) The cost of AI is dropping rapidly. GPT-4-class capabilities cost roughly $30 per million tokens in early 2023; today the same runs under $1, and some …
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Analytics Vidhya - Machine Learning
YOLO26 Tutorial: Object Detection, Pose Estimation & More
Jul 4, 2026
Looking to model to implement pose estimation? I know something that can perform detection, instance segmentation, pose estimation and classification, all of that in real-time. Yes, I’m talking about the YOLO26 from ultralytics. It can aid security systems or …
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Nanonets Blog
Context Graphs vs Vector RAG vs Raw Context - Agentic memory benchmark
Jul 1, 2026
Retrieval is critical in AI agents. To do any task correctly, the agent needs to be able to retrieve all the information that is relevant to the task from its memory.Context graphs are all the rage right now, so I benchmarked them against the alternatives.This…
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Nanonets Blog
What Are Context Graphs? (And Why AI Agents Need Them)
Jul 1, 2026
In AI agents, a context graph is the part of agent memory that captures decisions.This post explains why agents need to capture decisions, how context graphs achieve this, and how agents can use these graphs.An agent failure caseIt's the last week of the quart…
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BAIR Blog
2026 BAIR Graduate Showcase
Jul 1, 2026
Congratulations to the Berkeley Artificial Intelligence Research (BAIR) Lab class of 2026! This year, BAIR celebrates another remarkable group of Ph.D. graduates whose curiosity, creativity, and perseverance have pushed the frontiers of artificial intelligence…
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Nanonets Blog
SAP Sapphire 2026: The Complete Breakdown
May 21, 2026
All 25 announcements from Orlando, what's actually shipping vs. what's marketing — and what it means for the document and data foundation of the autonomous enterprise.SAP's Sapphire 2026 in Orlando was the most AI-dense keynote in the company's history. Christ…
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Chatbots Life
Why I disappeared for 3 Months & What’s Next
May 13, 2026
I’ve been quiet since November because I’ve been building.Over the past few months, AI has moved so quickly that the barrier between an idea and a high-powered system has essentially vanished. Even as a non-developer, I’ve found that working with AI is like ha…
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BAIR Blog
Adaptive Parallel Reasoning: The Next Paradigm in Efficient Inference Scaling
May 8, 2026
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Nanonets Blog
Claude for Legal Teams: Contract Review, Compliance and Due Diligence
Apr 21, 2026
In-house legal is the most over-requested, under-staffed function in any company above two hundred people. The CLOC 2025 State of the Industry report found that 83% of legal departments expect demand to grow year over year, while headcount stays flat. 25-40% p…
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Nanonets Blog
Vibe Coding Best Practices: 5 Claude Code Habits for Better Agentic Coding
Apr 16, 2026
Vibe coding went from Andrej Karpathy's tweet to Collins Dictionary's Word of the Year in under twelve months. In Y Combinator's Winter 2025 batch, 25% of startups had codebases that were 95% or more AI-generated. GitHub has reported that Copilot was responsib…
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Cisco AI Blog
Machine data: The next frontier in AI
Sep 8, 2025
Machine data is one of the new frontiers in AI. At #SplunkConf25, we unveiled how Cisco and Splunk are working together to help organizations unlock the full potential of their machine-generated data with new innovations like Cisco Data Fabric.
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Data Science and Machine Learning - DataNumBox
VernamVeil: A Fresh Take on Function-Based Encryption
Apr 26, 2025
Cryptography often feels like an ancient dark art, full of math-heavy concepts, rigid key sizes, and strict protocols. But what if you could rethink the idea of a “key” entirely? What if the key wasn’t a fixed blob of bits, but a living, breathing function? Ve…
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TOPBOTS
The AI Agent Race Heats Up: Who’s Leading in 2025?
Apr 11, 2025
Autonomous AI agents – once a sci-fi concept – are rapidly becoming a mainstream reality. These agents don’t just chat; they plan, reason, and act across digital environments to achieve user goals independently. As we move into 2025, the race to build these ag…
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Cisco AI Blog
Cisco Co-Authors Update to the NIST Adversarial Machine Learning Taxonomy
Mar 24, 2025
Cisco and the UK AI Security Institute partnered with NIST to release the latest update to the Adversarial Machine Learning Taxonomy.
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TOPBOTS
How Do LLMs Think? 5 Approaches Powering the Next Generation of AI Reasoning
Mar 21, 2025
Large Language Models (LLMs) have come a long way since their early days of mimicking autocomplete on steroids. But generating fluent text isn’t enough – true intelligence demands reasoning. That means solving math problems, debugging code, drawing logical con…
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An Ergodic Walk
Dorfman, Warner, and the (false) stories we tell
Feb 11, 2025
I’ve been thinking about reviving the blog and as maybe a way of easing back in I’ve come up with some short post ideas. As usual, these are a bit half-baked, so YMMV. A common way of generating a “hook” in a technical talk is to say “actually, this is really …
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TOPBOTS
Injecting Domain Expertise Into Your AI System
Feb 4, 2025
When starting their AI initiatives, many companies are trapped in silos and treat AI as a purely technical enterprise, sidelining domain experts or involving them too late. They end up with generic AI applications that miss industry nuances, produce poor recom…
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TOPBOTS
Beyond DeepSeek: An Overview of Chinese AI Tigers and Their Cutting-Edge Innovations
Jan 31, 2025
The recent disruption caused by DeepSeek’s R1 model sent shockwaves through the AI community, demonstrating that Chinese AI advancements may have been underestimated. The model’s performance, rivaling some of the most advanced offerings from OpenAI and Anthrop…
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TOPBOTS
Carving Out Your Competitive Advantage With AI
Jan 29, 2025
When I talk to corporate customers, there is often this idea that AI, while powerful, won’t give any company a lasting competitive edge. After all, over the past two years, large-scale LLMs have become a commodity for everyone. I’ve been thinking a lot about h…
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