Author(s): Software Workaholic Originally published on Towards AI. Why Claude Code Changed MyWorkflow? I used to write code. Now I mostly write plans and review. That sounds like a slogan, but it’s the most honest way I can describe what happened to …

Author(s): “The AI Engineer” Originally published on Towards AI. Open-Source AI vs. Proprietary AI The Real Battle Isn’t About Intelligence created by GEMINI Every few months, a new leaderboard resets the conversation. A model tops MMLU-Pro, or edges out a rival on …

Author(s): “The AI Engineer” Originally published on Towards AI. created by Gemini Twelve days from now, on August 2, 2026, the EU AI Act’s high-risk obligations become enforceable. Article 13 requires that providers design their systems so a human deployer can understand …

Author(s): Ashish Nishad Originally published on Towards AI. Hardware math, quantization tradeoffs, five inference engines benchmarked, and two real case studies where the numbers met reality on my own machine. Most “run an LLM locally” guides stop at ollama pull and a …

Author(s): Geetika Padam Originally published on Towards AI. “What was our highest revenue product category last quarter?” It sounds like a simple business question. Yet in many organizations, answering it still requires a chain of dependencies: Business Team → Data Analyst → …

Author(s): Chew Loong Nian – AI ENGINEER Originally published on Towards AI. Gemini 3.6 Flash Hit 83% on Computer Use — a Cheap Flash Model Shouldn’t Beat GPT-5.6 and Grok A model that costs $7.50 per million output tokens just posted the …

Author(s): Chew Loong Nian – AI ENGINEER Originally published on Towards AI. One Malicious Payload Hijacked Claude Code AND Codex Unchanged — The 'Friendly Fire' Exploit Has No Patch A security researcher wrote a single attack payload against Claude Sonnet 4.6. Then, …

Author(s): Monica Mock-Sipos Originally published on Towards AI. Source: Author-generated image created with OpenAI image generation model DALL·E. Trust Propagation Is Becoming the Hardest Problem in AI Systems Introduction Enterprise AI systems are evolving into distributed operational environments rather than collections of …

Author(s): allglenn Originally published on Towards AI. SGLang: the AI Tool You’ve Never Heard of Just killed Hugging Face’s Own Inference Engine SGLang started as a UC Berkeley research paper in 2023. By 2026 it was running on 400,000+ GPUs, generating trillions …

Author(s): Anubhav Originally published on Towards AI. The Next AI Breakthrough May Not Be a Bigger Model In 2019, a researcher named François Chollet built a benchmark called ARC-AGI. The puzzles were simple enough that a child could solve them. They were …

Author(s): ML Point Originally published on Towards AI. The Launch-day Failure Nobody Expects Most failures in production are independent of the model’s architecture or output. If we blame the model for all the issues, it will create a false sense of security …

Author(s): allglenn Originally published on Towards AI. Mira Murati’s Thinking Machines Lab just shipped its first model, and led with the line “this is not the strongest model available.” Here’s what Inkling actually is, and why that admission is the interesting part. …

Author(s): Rick Hightower Originally published on Towards AI. CCA-F Part 5: A passing JSON schema proves your output has the right shape. It proves nothing about whether the values are true. That gap is the single most punishing area on the live …

Author(s): Kamrun Nahar Originally published on Towards AI. Sampling And Sampling Bias For Beginners Here is a secret. You already understand sampling. You do it every time you cook. You do not drink the entire pot to check if the soup needs …

Author(s): Neha Khan • AI & Software Engineer Originally published on Towards AI. From Gandalf to garak: Automating the AI Attacks I Used to Type by Hand Part 2 of my AI security journey — where I let a real scanner find …