Kimi K3, a 2.8-trillion-parameter open foundation model released by the Kimi Team, required redesigning the standard Transformer decoder architecture to address three core engineering challenges: exce…
Building AI video agents in 2026 has shifted from single API calls to multi-step systems that plan, generate, check, and fix outputs, with model rankings changing monthly—Runway's Gen-4.5 topped the A…
LangChain, an open-source framework for building applications powered by large language models (LLMs), was founded in late 2022 to address the limitations of raw LLM APIs, including lack of memory, ex…
Langfuse v4 introduces an observations-first model for tracing agentic AI systems, treating LLM calls, tool executions, and agent steps as first-class queryable objects grouped by a shared trace_id, w…
Vector databases leak privileged legal data because they strip security ACLs during ingestion, enabling unauthorized users to retrieve attorney-client privileged documents through semantic search, acc…
GitHub reports that AI now writes 46% of new code on its platform, but nearly half of that AI-generated code fails security tests, raising concerns about code quality and security in software developm…
Enterprises racing to deploy AI face a growing security threat as attackers adopt AI as quickly as defenders, according to Data Fortune's AI Security 2026 report. AI security protects models, data, ap…
DeepSeek Harness, a coding agent from DeepSeek, emphasizes an append-only session record and context reconstruction, but an audit is necessary before granting broad repository access. The author advis…
OpenAI is generating approximately $2 billion in monthly revenue, equivalent to a $24 billion annualized run rate, with over 900 million weekly ChatGPT users and 50 million subscribers, but its audite…
AI is shifting enterprise software from command-based interfaces to intent-based ones, where users state what they want and the system interprets it, representing the biggest change in UX since the gr…
In the third installment of his 'ML from scratch' series, the author builds a decision tree classifier using only NumPy, explaining the internal workings from concept to code. The algorithm recursivel…
Retrieval Augmented Generation (RAG) combines a retriever that fetches relevant information from external knowledge sources at query time with a generator LLM that uses that context to produce grounde…
Data leakage in machine learning can cause models to achieve 98% accuracy during evaluation but fail in production, according to a technical explainer. The article warns that preprocessing steps like …
A new capability-based router for AI agent tool routing selects tools based on real-time performance metrics rather than hardcoded defaults, addressing fragility when primary tools fail. The approach,…
OpenAI reports that its top 10% of enterprise customers by output tokens per active user generated 8.3 times as many tokens per active user as the middle decile in June, up from 2.6 in January, while …
Microsoft's Agent Framework fingerprints 63 features users interact with, including Claude, according to a report. The framework tracks user interactions across various applications, raising privacy c…
Snowflake's AI_TRANSCRIBE now supports AAC audio, enabling a fully automated call center triage pipeline that transcribes calls, classifies them, and generates summaries without manual note-taking. Th…
Google DeepMind's SynthID-Text watermarking, described in an October 2024 Nature paper, embeds a statistical bias in token selection to mark AI-generated text, and as of August 2, 2026, Claude and Gem…
A developer created a multilayer perceptron (MLP) from scratch, manually computing all forward and backward passes with a calculator to deepen understanding of neural networks. The project, detailed i…
A developer built a transformer from scratch and computed a full forward pass by hand to understand the architecture introduced in the 2017 paper 'Attention is All You Need' by Vaswani et al. The tran…