Presented by F5As enterprises pour billions into GPU infrastructure for AI workloads, many are discovering that their expensive compute resources sit idle far more than expected. The culprit isn't the hardware. It’s the often-invisible data delivery layer between storage and compute that's starving GPUs of the information they need."While people are focusing their attention, justifiably so, on GPUs, because they're very significant investments, those are rarely the limiting factor," says... Read more ›
9
The "OpenClaw moment" represents the first time autonomous AI agents have successfully "escaped the lab" and moved into the hands of the general workforce. Originally developed by Austrian engineer Peter Steinberger as a hobby project called "Clawdbot" in November 2025, the framework went through a rapid branding evolution to "Moltbot" before settling on "OpenClaw" in late January 2026. Unlike previous chatbots, OpenClaw is designed with "hands"—the ability to execute shell... Read more ›
33
A developer gets a LinkedIn message from a recruiter. The role looks legitimate. The coding assessment requires installing a package. That package exfiltrates all cloud credentials from the developer’s machine — GitHub personal access tokens, AWS API keys, Azure service principals and more — are exfiltrated, and the adversary is inside the cloud environment within minutes.Your email security never saw it. Your dependency scanner might have flagged the package. Nobody... Read more ›
0
Researchers from Stanford, Nvidia, and Together AI have developed a new technique that can discover new solutions to very complex problems. For example, they managed to optimize a critical GPU kernel to run 2x faster than the previous state-of-the-art written by human experts.Their technique, called “Test-Time Training to Discover” (TTT-Discover), challenges the current paradigm of letting models “think longer” for reasoning problems. TTT-Discover allows the model to continue training during... Read more ›
0
OpenAI on Wednesday released GPT-5.3-Codex, which the company calls its most capable coding agent to date, in an announcement timed to land at the exact same moment Anthropic unveiled its own flagship model upgrade, Claude Opus 4.6. The synchronized launches mark the opening salvo in what industry observers are calling the AI coding wars — a high-stakes battle to capture the enterprise software development market.The dueling announcements came amid an... Read more ›
0
Anthropic on Thursday released Claude Opus 4.6, a major upgrade to its flagship artificial intelligence model that the company says plans more carefully, sustains longer autonomous workflows, and outperforms competitors including OpenAI's GPT-5.2 on key enterprise benchmarks — a release that arrives at a tumultuous moment for the AI industry and global software markets.The launch comes just three days after OpenAI released its own Codex desktop application in a direct... Read more ›
47
The deep learning revolution has a curious blind spot: the spreadsheet. While Large Language Models (LLMs) have mastered the nuances of human prose and image generators have conquered the digital canvas, the structured, relational data that underpins the global economy — the rows and columns of ERP systems, CRMs, and financial ledgers — has so far been treated as just another file format similar to text or PDFs.That's left enterprises... Read more ›
1
Presented by SAPSAP’s AI solution, Joule, has already transformed how business users work — turning siloed data and tasks into intelligent, connected workflows. But consultants on SAP projects face a different set of needs: navigating complex implementations, evolving best practices, and the pressure to deliver faster. They need timely, expert-level guidance. They need an AI partner that can deliver accurate SAP knowledge in an instant. Enter SAP Joule for Consultants,... Read more ›
48
Today’s LLMs excel at reasoning, but can still struggle with context. This is particularly true in real-time ordering systems like Instacart. Instacart CTO Anirban Kundu calls it the "brownie recipe problem." It's not as simple as telling an LLM ‘I want to make brownies.’ To be truly assistive when planning the meal, the model must go beyond that simple directive to understand what’s available in the user’s market based on... Read more ›
3
Mistral AI, the Paris-based startup positioning itself as Europe's answer to OpenAI, released a pair of speech-to-text models on Wednesday that the company says can transcribe audio faster, more accurately, and far more cheaply than anything else on the market — all while running entirely on a smartphone or laptop.The announcement marks the latest salvo in an increasingly competitive battle over voice AI, a technology that enterprise customers see as... Read more ›
0
Remote-first AI coding startup Kilo doesn't think software developers should have to pledge their undying allegiance to any one development environment — and certainly not any one model or harness. This week, the startup — backed by GitLab co-founder Sid Sijbrandij — unveiled Kilo CLI 1.0, a complete rebuild of its command-line tool that offers support for more than 500 different underlying AI models from proprietary leaders and open source... Read more ›
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Presented by CertiniaThe initial euphoria around Generative and Agentic AI has shifted to a pragmatic, often frustrated, reality. CIOs and technical leaders are asking why their pilot programs, even those designed to automate the simplest of workflows, aren’t delivering the magic promised in demos.When AI fails to answer a basic question or complete an action correctly, the instinct is to blame the model. We assume the LLM isn’t "smart" enough.... Read more ›
0
Chinese e-commerce giant Alibaba's Qwen team of AI researchers has emerged in the last year as one of the global leaders of open source AI development, releasing a host of powerful large language models and specialized multimodal models that approach, and in some cases, surpass the performance of the proprietary U.S. leaders such as OpenAI, Anthropic, Google and xAI.Now the Qwen team is back again this week with a compelling... Read more ›
0 newcommer
Chinese e-commerce giant Alibaba's Qwen team of AI researchers has emerged in the last year as one of the global leaders of open source AI development, releasing a host of powerful large language models and specialized multimodal models that approach, and in some cases, surpass the performance of the proprietary U.S. leaders such as OpenAI, Anthropic, Google and xAI.Now the Qwen team is back again this week with a compelling... Read more ›
0
Apple on Tuesday announced a major update to its flagship developer tool that gives artificial intelligence agents unprecedented control over the app-building process, a move that signals the iPhone maker's aggressive push into an emerging and controversial practice known as "agentic coding."Xcode 26.3, available immediately as a release candidate, integrates Anthropic's Claude Agent and OpenAI's Codex directly into Apple's development environment, allowing the AI systems to autonomously write code, build... Read more ›
6
Five years ago, Databricks coined the term 'data lakehouse' to describe a new type of data architecture that combines a data lake with a data warehouse. That term and data architecture are now commonplace across the data industry for analytics workloads.Now, Databricks is once again looking to create a new category with its Lakebase service, now generally available today. While the data lakehouse construct deals with OLAP (online analytical processing)... Read more ›
1
Before Claude Code wrote its first line of code, Vercel was already in the vibe coding space with its v0 service.The basic idea behind the original v0, which launched in 2024, was essentially to be version 0. That is, the earliest version of an application, helping developers solve the blank canvas problem. Developers could prompt their way to a user interface (UI) scaffolding that looked good, but the code was... Read more ›
10
The key to successful AI agents within an enterprise? Shared memory and context. This, according to Asana CPO Arnab Bose, provides detailed history and direct access from the get-go — with guardrail checkpoints and human oversight, of course. This way, “when you assign a task, you're not having to go ahead and re-provide all of the context about how your business works,” Bose said at a recent VB event in... Read more ›
14
OpenAI on Monday released a new desktop application for its Codex artificial intelligence coding system, a tool the company says transforms software development from a collaborative exercise with a single AI assistant into something more akin to managing a team of autonomous workers.The Codex app for macOS functions as what OpenAI executives describe as a "command center for agents," allowing developers to delegate multiple coding tasks simultaneously, automate repetitive work,... Read more ›
26
Enterprises have moved quickly to adopt RAG to ground LLMs in proprietary data. In practice, however, many organizations are discovering that retrieval is no longer a feature bolted onto model inference — it has become a foundational system dependency.Once AI systems are deployed to support decision-making, automate workflows or operate semi-autonomously, failures in retrieval propagate directly into business risk. Stale context, ungoverned access paths and poorly evaluated retrieval pipelines do... Read more ›
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26.03.2026 04:35
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