16 Claude Agents, $20,000, and 2 Weeks: The Experiment That Built a C Compiler from Scratch
Author(s): Faisal haque Originally published on Towards AI. How Anthropic’s “agent teams” feature produced a 100,000-line Rust compiler capable of booting Linux — without human supervision On February 5, 2026, Anthropic researcher Nicholas Carlini dropped a bombshell on the AI community. He …
Bonferroni vs. Benjamini-Hochberg: Choosing Your P-Value Correction | Towards Data Science
Author(s): Marco Hening Tallarico Originally published on Towards AI. Bonferroni vs. Benjamini-Hochberg: Choosing Your P-Value Correction | Towards Data Science P-values can be a sensitive topic. Perhaps best avoided on first encounter with a Statistician. The disposition toward the topic has led …
Beyond Jailbreaking: Why Direct Prompt Injection is Now Arbitrary Code Execution
Author(s): Mohit Sewak, Ph.D. Originally published on Towards AI. When we gave LLMs “hands” to execute code, we turned words into weapons. I. The Hook: The “Chatbot” Era is Over, and so is “Jailbreaking” Grab a cup of masala tea — extra …
Stochastic Differential Equations and Temperature — NASA Climate Data pt. 2 | Towards Data Science
Author(s): Marco Hening Tallarico Originally published on Towards AI. Stochastic Differential Equations and Temperature — NASA Climate Data pt. 2 | Towards Data Science You might wonder why we would want to model a temperature time series as an Ornstein-Uhlenbeck process, and …
Physics-Informed Neural Networks for Inverse PDE Problems | Towards Data Science
Author(s): Marco Hening Tallarico Originally published on Towards AI. Physics-Informed Neural Networks for Inverse PDE Problems | Towards Data Science Using a Physics-Informed Neural Network (PINN) feels a lot like giving a regular neural network a cheat sheet. Without a cheat sheet, …
Moltbook Could Have Been Better
Author(s): Suchitra Malimbada Originally published on Towards AI. Moltbook got exposed as stupidly vulnerable. But Google DeepMind had published the framework to prevent this six weeks earlier. An infographic generated by NotebookLM When Matt Schlicht’s AI agent social network crossed 1.5 million …
User Profile Awareness: Engineering Session-Level Personalization
Author(s): Shreyash Shukla Originally published on Towards AI. Image Source: Google Gemini The “Who” Problem In our previous articles, we built an agent that understands Data (Article 2) and Intent (Article 4). Now, we must tackle the final variable: The User. Consider …
The Gap Analysis Protocol: Engineering the “Consultant-in-the-Loop”
Author(s): Shreyash Shukla Originally published on Towards AI. Image Source: Google Gemini The Assumption Trap In our previous articles, we equipped the agent with powerful tools to search and execute SQL. But a tool is only as good as the intent behind …
30 Days with Perplexity’s Comet
Author(s): Felix Pappe Originally published on Towards AI. What if your browser didn’t just open pages, but did the work for you? For the last month, I made Perplexity’s Comet my default browser and treated it like my search assistant. I asked …
I Gave Moltbot Access to My Computer for 7 Days: Here’s What Actually Happened (And Who Should Try It)
Author(s): Ampatishan Sivalingam Originally published on Towards AI. An honest account of living with an autonomous AI agent that can actually do things, from the thrilling wins to the terrifying security moments At 2:47 AM on a Tuesday morning, I woke up …
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