RIFT: Reordered Instruction Following Testbed To Evaluate Instruction Following in Singular Multistep Prompt Structures
arXiv:2601.18924v1 Announce Type: new
Abstract: Large Language Models (LLMs) are increasingly relied upon for complex workflows, yet their ability to maintain flow of instructions remains underexplored. Existing benchmarks conflate task complexity with structural ordering, making it difficult to is...
Neural Theorem Proving for Verification Conditions: A Real-World Benchmark
arXiv:2601.18944v1 Announce Type: new
Abstract: Theorem proving is fundamental to program verification, where the automated proof of Verification Conditions (VCs) remains a primary bottleneck. Real-world program verification frequently encounters hard VCs that existing Automated Theorem Provers (AT...
The Five Most Expensive Mistakes in Predictive Marketing
Three months into a customer propensity modeling project, the data scientist presented results to the marketing team. The model had 94%…Continue reading on Medium »
Everything you need to know about viral personal AI assistant Clawdbot (now Moltbot)
Personal AI assistant Moltbot —formerly Clawdbot — has gone viral in a matter of weeks. But there’s more you should know before jumping on the bandwagon.
Moonshot AI Releases Kimi K2.5: An Open Source Visual Agentic Intelligence Model with Native Swarm Execution
Moonshot AI has released Kimi K2.5 as an open source visual agentic intelligence model. It combines a large Mixture of Experts language backbone, a native vision encoder, and a parallel multi agent system called Agent Swarm. The model targets coding, multimodal reasoning, and deep web research with ...
Most AI assistants still stop at conversation. They answer questions, forget everything afterward, and never actually do anything for you. Clawdbot changes that. Instead of living inside a chat window, Clawdbot runs on your own machine, stays online, remembers past interactions, and executes real ta...
DSGym Offers a Reusable Container Based Substrate for Building and Benchmarking Data Science Agents
Data science agents should inspect datasets, design workflows, run code, and return verifiable answers, not just autocomplete Pandas code. DSGym, introduced by researchers from Stanford University, Together AI, Duke University, and Harvard University, is a framework that evaluates and trains such ag...
OpenAI’s latest product lets you vibe code science
OpenAI just revealed what its new in-house team, OpenAI for Science, has been up to. The firm has released a free LLM-powered tool for scientists called Prism, which embeds ChatGPT in a text editor for writing scientific papers. The idea is to put ChatGPT front and center inside software that scient...
Going Beyond the Context Window: Recursive Language Models in Action
Explore a practical approach to analysing massive datasets with LLMs
The post Going Beyond the Context Window: Recursive Language Models in Action appeared first on Towards Data Science.
Airtable gets into the AI agent game with Superagent
SuperAgent is Airtable's first standalone product in its 13-year history, and signals both the company's ambitions and the reality of the current AI moment: every serious software player is racing to prove they can deliver on agents.
Echo Global Logistics Signs Definitive Agreement to Acquire ITS Logistics
Echo Global Logistics, Inc. (“Echo”), a leading provider of technology-enabled transportation and supply chain management services, today announced that Echo has reached an agreement to acquire ITS Logistics (“ITS”), one of North America’s fastest-growing third-party logistics (3PL) providers, headq...
OSm 7.3 Makes Enterprise Network Forensics Instant and Universal Endace, the packet capture authority, today announced the release of OSm 7.3, a major new software update that makes network packet data faster, more affordable, and more user friendly. Packets Without the Wait: 50X Faster Search, API-...
Sumo Logic Boosts Cloud Data Security with Snowflake, Databricks integration
Sumo Logic’s Snowflake Logs App and Databricks Audit App provide customers deeper visibility across modern data stacks, stronger security analytics and faster troubleshooting Sumo Logic, the leading Intelligent Operations Platform, today announced its new Snowflake Logs App and Databricks Audit App....
DoControl Launches Adaptive AI Alerts to Continuously Pinpoint SaaS Risk
DoControl, the leader in SaaS Data Security, today announced the release of its new AI-powered, agentic alerting system, designed to help organizations detect and remediate real risk by continuously learning how SaaS environments operate. As SaaS environments grow more complex, traditional security ...
Layered Architecture for Building Readable, Robust, and Extensible Apps
If adding a feature feels like open-heart surgery on your codebase, the problem isn’t bugs, it’s structure. This article shows how better architecture reduces risk, speeds up change, and keeps teams moving.
The post Layered Architecture for Building Readable, Robust, and Extensible Apps appeared fir...
Healthier Capital Closes $220M Oversubscribed Fund 1
Healthier Capital seeks to advance healthier outcomes for all by partnering its deep healthcare expertise with technology-powered innovators Healthier Capital, a health-tech venture capital firm founded to deliver healthier outcomes, today announced the closing of its $220 million oversubscribed ina...
Baseten Raises $300M at a $5B Valuation to Power a Multi-Model Future
IVP, CapitalG, and NVIDIA anchor the round as inference becomes the defining infrastructure layer for AI. Baseten, the AI inference company chosen by the new wave of category-defining AI applications, today announced a $300 million financing with IVP, CapitalG, and NVIDIA as anchor investors. This v...