Demystifying the Transformer: How AI Learned to Understand Context
A data engineer’s guide to the math behind ChatGPTContinue reading on Towards AI »
Towards AI2 min read
large language models
74 stories
Can an Apartment Search Agent Call the Model Fewer Times and Still Find Good Matches?
I traced 2,500 listing checks with Weights & Biases Weave, removed avoidable model work one change at a time, and scored every version against the same answers. The post Can an Apartment Search Agent Call the Model Fewer Times and Still Find Good Matches? appeared first on Towards Data Science.
Towards Data Science29 min read
Your AI Bill Is a Toll Booth. Stop Paying Twice.
The budget nobody saw coming The post Your AI Bill Is a Toll Booth. Stop Paying Twice. appeared first on Towards Data Science.
Towards Data Science17 min read
Building a Local LLM Benchmark Harness with TypeScript, Ollama & SQLite
Local LLMs are easier than ever to run, but they’re surprisingly hard to benchmark fairly.Continue reading on Towards AI »
Towards AI1 min read
When All You Have Are Decoders, Every Decision Looks Like Generation
Not every decision needs a decoder, generation Is not always a decision The post When All You Have Are Decoders, Every Decision Looks Like Generation appeared first on Towards Data Science.
Towards Data Science13 min read
Ember-1 vs. Kimi K3: Nearly identical results at 3.4 times the speed
Fireworks Research launched Ember-1 on September 23 as a research preview. Built on Moonshot’s open-weight model, Kimi K3, it claims The post Ember-1 vs. Kimi K3: Nearly identical results at 3.4 times the speed appeared first on The New Stack.
The New Stack - AI10 min read
Meta hired MongoDB’s CEO to build its enterprise AI business — but Llama is missing
Meta announced on Monday that it is building a new enterprise business around its AI models and agents and has The post Meta hired MongoDB’s CEO to build its enterprise AI business — but Llama is missing appeared first on The New Stack.
The New Stack - AI5 min read
Think you need a better reranker? Check your retrieval first.
You built a search system using the latest, greatest models, and maybe you were thrilled with the outcome. But what The post Think you need a better reranker? Check your retrieval first. appeared first on The New Stack.
The New Stack - AI3 min read
GPT-6 Sol vs. Claude Opus 5.5: Is cheaper important when results aren’t consistent?
OpenAI launched GPT-6 Sol on September 22, claiming it scores higher than Claude Opus 5 on business workflow tasks at The post GPT-6 Sol vs. Claude Opus 5.5: Is cheaper important when results aren’t consistent? appeared first on The New Stack.
The New Stack - AI6 min read
How to Make Your Own JEV Model from an Open LLM
Turn a small open-source Qwen LLM into a fast, single-pass text classifier by swapping its language-modeling head The post How to Make Your Own JEV Model from an Open LLM appeared first on Towards Data Science.
Towards Data Science15 min read
Presentation: From Consumers to Builders: Turning 200 of our Team into Agent Creators in 2 Weeks
Ben Maraney shares how Forter demystified AI agent creation for technical and non-technical staff. He discusses leveraging custom MCP servers, combining no-code and code-based platforms, sidestepping complex RAG setups, and aligning security and legal teams to accelerate internal agent adoption…
InfoQ - AI/ML/Data38 min read
GraphRAG with TypeSafe Jev: A System One Approach to Scalable Knowledge Graphs
How calibrated decision models can handle high-frequency graph decisions while LLMs remain focused on reasoning, synthesis, and open-ended generation. The post GraphRAG with TypeSafe Jev: A System One Approach to Scalable Knowledge Graphs appeared first on Towards Data Science.
Towards Data Science16 min read
Claude Opus 5.5 vs. Opus 5 on reasoning tasks: Cheaper, faster, but not better
When Anthropic released Claude Opus 5.5 this week, the company claimed the new model costs 40% less than Opus 5 The post Claude Opus 5.5 vs. Opus 5 on reasoning tasks: Cheaper, faster, but not better appeared first on The New Stack.
The New Stack - AI9 min read
Your LLM Has a Curved Space of Paragraphs
Inside a transformer, token index is a coordinate. Paragraph structure is what turns it into a metric. The post Your LLM Has a Curved Space of Paragraphs appeared first on Towards Data Science.
Towards Data Science8 min read
Jev vs. LLMs: When AI Moves from Generation to Decision-Making
I tested TypeSafe AI’s Jev on 3,080 classification tasks to see how its accuracy, latency, calibration, and confidence compare with LLMs — and whether it works as a practical decision layer for AI systems. The post Jev vs.
Towards Data Science25 min read
Podcast: The Future of AI: from Enterprise Adoption to Open Source Sovereignty
In this episode, Meryem Arik, Clara Higuera Cabañes, and Jeff Smith demystify the current state of AI in the enterprise. The discussion navigates the "industrial revolution" moment in AI adoption, exploring why companies are rushing toward these technologies to maintain competitive advantages while…
InfoQ - AI/ML/Data43 min read
How to Maximize Your Coding Agent Subscriptions
Get more out of your coding agent subscriptions The post How to Maximize Your Coding Agent Subscriptions appeared first on Towards Data Science.
Towards Data Science9 min read
Un-Mused: How a Single Debug Setting Bypassed macOS Security in Meta’s AI Client
Security researcher Patrick Wardle revealed an unpatched zero-day vulnerability in Meta's Muse desktop client for macOS. This flaw lets unprivileged software manipulate the assistant's extensive permissions, compromising input confidentiality and account security.
InfoQ - AI/ML/Data4 min read
Showing 54 of 74 stories
Load more storiesAiByts Weekly Brief
Get the top AI news and tools straight to your inbox every week.
Weekly · AI news
Join 15,000+ AI enthusiasts