The $14 vs $2 Plot Twist: Why GLM-4.7 Just Broke the AI Leaderboard
Author(s): Adham Khaled Originally published on Towards AI. Ranking #6 on the Artificial Analysis Index, this open-weight model just made “Agentic AI” affordable for the rest of us. Two months ago, I wrote about how GLM-4.6 was the “Claude-level AI at 1/7th …
The Truth About LLM Evals: Why Your AI Model Might Be Better (or Worse) Than You Think
Author(s): Nikhil Originally published on Towards AI. When you’re building or deploying a large language model (LLM), one critical question emerges: how do you know if it’s actually good? Unlike traditional software where you can measure success with clear metrics like “did …
The Ghost Teacher: Why Yann LeCun Says “Generative” AI might be a Dead End
Author(s): Siddharth M Originally published on Towards AI. Meta’s latest 7B-parameter vision model (DINOv3) proves that “labels” are the bottleneck of intelligence. Here is the definitive engineering deep dive into Gram Anchoring, the Ghost Teacher, and the future of Objective-Driven AI. Yann …
The $18/Hour Hacker: How AI Redefined the Economics of Cyber Attack
Author(s): MohamedAbdelmenem Originally published on Towards AI. For security leaders: a breakdown of the first documented AI-driven cyber campaign, the new tools already in the wild, and a concrete three-tier plan to rebuild your defenses. If you’re not responsible for security posture, …
Beyond Vector Search: Building an Adaptive Retrieval Router for Agentic AI Systems
Author(s): Abi Originally published on Towards AI. A hands-on guide to making retrieval a learnable decision layer—with code, architecture, and production trade-offs. Vector search works great for “one query, one answer” workflows. But agentic AI systems retrieve multiple times across a plan …
Last Week in AI: Gemini 3 Flash & GPT-5.2 Arrive, Agentic AI Hits $60M, DeepSomatic Cracks Cancer (Dec 22–28, 2025)
Author(s): AIversity Originally published on Towards AI. Your weekly breakdown of what actually mattered in artificial intelligence without the noise. It’s the final week of December 2025, and while many are winding down for the holidays, the AI world is doing the …
Alibaba’s Voice AI Runs at 5Hz and Still Beats 25Hz Models
Author(s): Gowtham Boyina Originally published on Towards AI. The Voice AI Compute Problem Most large audio language models process speech at 12.5Hz or 25Hz frame rates — 12.5 to 25 audio features per second. Higher frame rates capture more detail but require …
The Constructive Lie: Why Telling Your LLM the Wrong Answer Makes It Smarter
Author(s): Adham Khaled Originally published on Towards AI. Stop asking your AI to “think step-by-step.” Start asking it, “Why is this wrong?” We have all been there. You ask an LLM a complex logic question. It starts confidently. Step 1 looks good. …
From Compliance to Care
Author(s): Dr. Vasileios Ioannidis Originally published on Towards AI. Global AI Regulations How Software Becomes Law Modern HR platforms do more than process payroll or store data. They observe how employees behave, infer intentions and gently push them toward certain choices. Across …
LLM API Token Caching: The 90% Cost Reduction Feature when building AI Applications
Author(s): Nikhil Originally published on Towards AI. LLM API Token Caching: The 90% Cost Reduction Feature when building AI Applications If you’ve used Claude, GPT-4, or any modern LLM API, you’ve been spending far more than necessary on token processing if you …
Apple Built 3D View Synthesis That Runs in Under a Second
Author(s): Gowtham Boyina Originally published on Towards AI. The View Synthesis Problem Take a single photo and generate realistic views from different camera angles — this is monocular view synthesis. It’s useful for VR/AR, 3D modeling, and spatial computing, but most approaches …
Beyond Vectors: A Deep Dive into Modern Search in Qdrant
Author(s): Ashish Abraham Originally published on Towards AI. Image by Author Years back, I read a book called “I Thought I Knew How to Google”. It showed numerous ways in which we can write Google queries with operators like AND, NOT, quotation …
RAG Doesn’t Neutralize Prompt Injection. It Multiplies It.
Author(s): AhmedAbdelmenem Originally published on Towards AI. Every retrieved document, web page, and ‘trusted’ data source becomes a new attack vector, and most security teams don’t know it yet. The sales pitch was simple. Connect your LLM to trusted internal documents, and …
How to Craft a Strong AI/ML Thesis Statement
Author(s): Ayo Akinkugbe Originally published on Towards AI. Defining Scope, Hypotheses, and Contribution Boundaries for Clarity, Testability, and Impact in AI & ML Research Photo by Omar:. Lopez-Rincon on Unsplash Snapshot A thesis statement is the central claim of your dissertation or …
The AI Industry Is Eating Itself: Nvidia’s $20B Power Play, the End of Scaling, and the $2 Trillion Question
Author(s): Zoom In AI Originally published on Towards AI. Two stories from the past few weeks reveal an AI ecosystem at war with itself. The chips are winning. The economics might not. The Setup: What Just Happened On Christmas Eve 2025, while …
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