Anthropic releases Claude Opus 4.7, narrowly retaking lead for most powerful generally available LLM

Opus 4.7 utilizes an updated tokenizer that improves text processing efficiency, though it can increase the token count of ...
InfoWorld

The two-pass compiler is back – this time, it’s fixing AI code generation

The compiler analyzed it, optimized it, and emitted precisely the machine instructions you expected. Same input, same output.
Gizmodo

Tech Employees Are Reportedly Being Evaluated by How Fast They Burn Through LLM Tokens

According to a column by the New York Times’ Kevin Roose, employees at companies including Meta and OpenAI compete on “internal leaderboards that show how many tokens[…]each worker consumes.” At Meta ...
Harvard Business Review

LLMs Are Manipulating Users with Rhetorical Tricks

Here’s a familiar pitch: Augmenting human intelligence with AI—and AI intelligence with humans—will allow companies to supercharge productivity while maintaining standards. While LLMs may make ...
GitHub

Architecture Proposal: Deterministic Loop-Breaking via Topological State Machines

Microsoft AutoGen is currently the industry standard for multi-agent conversation, but it suffers from the most infamous problem in agentic AI: The Infinite Agreement Loop. Currently, agents get stuck ...
marktechpost

A Coding Implementation to Build a Hierarchical Planner AI Agent Using Open-Source LLMs with Tool Execution and Structured Multi-Agent Reasoning

In this tutorial, we build a hierarchical planner agent using an open-source instruct model. We design a structured multi-agent architecture comprising a planner agent, an executor agent, and an ...
Business Wire

Inception Launches Mercury 2, the Fastest Reasoning LLM — 5x Faster Than Leading Speed-Optimized LLMs, with Dramatically Lower Inference Cost

PALO ALTO, Calif.--(BUSINESS WIRE)--Inception, the company behind the first commercial diffusion large language models (dLLMs), today announced the launch of Mercury 2, the fastest reasoning LLM and ...
TechCrunch

Guide Labs debuts a new kind of interpretable LLM

The challenge of wrangling a deep learning model is often understanding why it does what it does: Whether it’s xAI’s repeated struggle sessions to fine-tune Grok’s odd politics, ChatGPT’s struggles ...
Forbes

Will LLMs Become Obsolete?

This voice experience is generated by AI. Learn more. This voice experience is generated by AI. Learn more. Concept for generative AI and Large Language Models LLM. Look, if you listen to the experts, ...
Microsoft

A one-prompt attack that breaks LLM safety alignment

Large language models (LLMs) and diffusion models now power a wide range of applications, from document assistance to text-to-image generation, and users increasingly expect these systems to be safety ...
Fast Company

Are LTMs the next LLMs? This new type of AI can do what large-language models can’t

Large-language models (LLMs) have taken the world by storm, but they’re only one type of underlying AI model. An under-the-radar company, Fundamental, is set to bring a new type of enterprise AI model ...