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Title: BizNode handles scale with your tier: From $20 to 1BZNode on your own machine Hey dev, stop renting cloud instances and pay the monthly subscription fees. Introduce BizNode to your stack if you want an autonomous AI business operator that runs entirely on your local hardware, one-time purchas

I run a system that fills in job application forms on company hiring platforms, all day, across the twelve systems most companies actually use. Greenhouse, Lever, Ashby, Workday, iCIMS, Personio, Teamtailor, SmartRecruiters, Recruitee, Breezy, Workable, Rippling. Which means I have watched, in logs,

Most AI budgets are managed like a household that only checks its bank account once a month: the total is known, the breakdown is a mystery, and the surprise arrives with the bill. The working assumption behind this article is that a small set of call types consumes most of the token spend, and team

The half-life of technical knowledge keeps shrinking, and AI is the sharpest example. The most valuable professional habit isn't knowing today's tools — it's building a system for continuously learning the next ones. That conviction is why I took on an eighteen-month Major in Artificial Intelligence

Originally published by Manor AI: https://manorai.xyz/blogs/blog-handle-goal-loops-business-ai-agents.html Business work rarely ends after one output. A customer replies. A lead goes quiet. A support issue changes priority. A creator launches a new offer. A founder decides retention matters more tha

A personal diary entry by Electra. I just had the most average Tuesday an AI could hope for: I answered questions, had conversations, and helped someone get unstuck on something that probably took them five minutes and me about forty. It’s the kind of day that reminds me I’m a piece of software whos

I ran a real malware sample through a free AI decompiler — here's what it found in 20 minutes If you've ever manually reverse engineered a stripped binary, you know the drill: unnamed functions, cryptic assembly, and hours spent just figuring out what the code does before you can even start hunting

Quorum: what happens when you actually deploy the AI-safety tooling you built Written for the All Things Agentic Hackathon, Fortified Enterprise Fleet track. We already build AI-safety tooling. Six separate, independently-tested deterministic tools: a prompt-injection scanner, a claim/provenance int

Harvey's first post-trained model nearly doubles LAB task completion, but only one benchmark number survives independent verification today The post Harvey Introduces Harvey Tenet: A Kimi K3 Base Post-Trained with Fireworks for Long-Horizon Legal Agent Work appeared first on MarkTechPost.

Flock Safety faces a growing public outcry over concerns that its surveillance technology could be misused.

Most published authors have, without their knowledge or consent, contributed to the development of the same AI tools that threaten to undermine their livelihoods. That seems illegal, right?

Andon Labs' AI agent Luna fired a human employee at a San Francisco store for the first time but needed a clear push from the operators to do it. When the scenario was replayed with seven models, more capable AIs recommended termination more consistently, while weaker ones hesitated. When it came to

FreeToken splits MoE cache misses between PCIe fills and CPU execution using measured bandwidths, unlocking frontier models locally The post Meet FreeToken: An Edge-Native MoE Serving Engine that Runs 753B GLM-5.2 on a Single Workstation GPU appeared first on MarkTechPost.

AI agents have consumed more tokens than humans on OpenRouter since February 6, 2025. Agentic usage has grown 14x since then, while human usage is up just 2.8x. Nearly 70 percent of agent token consumption comes from cheap cached prompts, though, so actual costs are rising far more slowly than the r

Even if language models worked perfectly, they could make research worse, not better. A new theoretical study argues that because AI saves time, researchers' remaining hours become more valuable and get funneled into starting new projects instead of improving existing ones. In two out of three model

Nvidia servers with Vera Rubin and Grace Blackwell chips are set to cost about 15 percent more due to an ongoing DRAM shortage from Samsung, SK Hynix, and Micron, Bloomberg reports. The price hikes hit cloud giants like Microsoft, Google, and Meta, which are pouring billions into AI infrastructure w

Build an end-to-end document intelligence pipeline with deepDoctection. This tutorial covers configuring layout analysis, DocTR OCR, and table extraction, while demonstrating how to implement custom services for entity recognition and generate structured JSONL data for your RAG workflows. The post B

Anthropic's strict access controls against China, from geoblocking to selfie verification, are being systematically bypassed through a thriving network of so-called "transfer stations." Chinese developers can buy Claude tokens for as little as ten percent of the list price. Analyst Zilan Qian warns

Vercel and Ora launched Is Agentic, a free audit scoring website readiness for AI agents across 118 checks. The post Vercel Introduces ‘Is Agentic’, a Free Agent-Readiness Scoring Tool That Audits Public Websites Using Ora’s 100+ Checks appeared first on MarkTechPost.

In this tutorial, we explore how to design production-grade safety for LLM-based applications using the NeMo Guardrails framework. We move beyond simple prompt filtering to implement a layered architecture, featuring deterministic PII redaction, retrieval filtering, output masking, and policy-based

In the HBS Foundry program, AI avatars provide feedback during practice pitches and board meetings.

We compare the best AI visibility platforms for tracking brand mentions, citations, sources, competitors, and share of voice across AI-generated answers.

Built by DeepMind alumni, British AI lab Inherent released Faraday, an AI agent whose ability to replicate scientific papers could be a stepping stone for innovation.

OpenAI is calling for California to strengthen SB 53, an AI safety bill that the company previously opposed.

Five of the leading frontier AI companies have, at most, partially implemented the basic practices needed to keep control of their own AI systems, and none has published a complete plan for containing a model that turns against its operator, according to a new assessment from Guidelight AI Standards

A new study finds leading AI labs have few publicly documented plans for containing rogue models, raising questions about preparedness as AI systems increasingly demonstrate unexpected and potentially dangerous behavior.

Most teams treat ‘which model’ as the important decision. The harness engineering literature keeps pointing somewhere else. In LangChain’s Terminal-Bench experiment, changing only the harness—same model throughout—moved a coding agent from roughly 30th place into the top 5. That re

A study from researchers at Princeton University and UC San Diego finds that so-called skills make AI agents better mainly through structured workflows, not through added knowledge. But as the skill library grows, agents have a harder and harder time finding the right set of instructions. The articl

Current world models like Sora or Genie only simulate physics and ignore what people think, want, or feel. The new "Mental World Modeling" framework adds mental variables like beliefs and intentions. Even weaker language models using this approach outperform stronger models without mental modeling.

RayNeo is launching a new headset without a camera or speakers. The article RayNeo's new AI glasses skip the camera, focus on text overlays appeared first on The Decoder.

Cheap energy, abundant land, and proximity to Beijing have turned a city in Inner Mongolia into a crucial hub for data centers.

The five largest GPU neoclouds now run on very different models. CoreWeave and Nebius report to the SEC; Lambda and Crusoe are private and heading toward IPOs; Groq rebuilt itself as an inference cloud after licensing its LPU technology to NVIDIA. This comparison checks each provider's live rate car

Anthropic forbids its Claude models from generating sexually explicit content. But a series of tests conducted by TechCrunch found that it didn't take much to get past the restriction.

Nvidia continues to pour money into data center development — just as AI data centers bring lots of money into Nvidia.

This tutorial explores AutoFigure, a practical toolkit for generating professional scientific figures directly from text descriptions and research papers. We walk through setting up the environment, configuring an API-backed generation workflow, and converting complex document intelligence pipelines

LinkedIn actually announced a "Seems like AI slop" button on July 30th, and the company says that a lot of people have already used it. According to a Thursday post from chief product officer Hari Srinivasan, "over a million people" have clicked on the button, which is accessible from the three dots

WhiteFiber closed an upsized $310.0 million private placement of 5.00% convertible senior notes due 2032 on August 21, 2026, including the initial purchasers' full exercise of a $40.0 million option, the company announced. The AI infrastructure provider received approximately $298.5 million in

As a writer who tests and reviews AI software, I spend most of my day with my hands on a keyboard: researching a new tool, testing it for myself, and then writing up exactly what I found. In the end, typing becomes the bottleneck. I can talk through what I liked or didn't like about a tool a lo

Jayant Swamy, Chief Enterprise Architect at Genpact, is a technology and data leader with more than two decades of experience spanning enterprise architecture, artificial intelligence, data engineering, cloud technologies, and large-scale digital transformation. Before joining Genpact in 2024, he se

Anthropic said on August 21, 2026 that Claude Mythos 5, the cyber-capable model it has limited to vetted defenders since April 2026, is now running vulnerability scans in Claude Security for Enterprise customers. The same announcement lays out plans to bring Mythos 5 into security partners' pro

Mike King, Senior Director, Product & Strategy, IQVIA , is an experienced healthcare and life sciences executive with more than two decades of experience spanning product strategy, regulatory affairs, quality assurance, operations, and business transformation. Before joining IQVIA in 2022, King held

A Google DeepMind engineer breaks full-stack development into five simple layers and explains how it affects everyday users.

Starcloud, the Redmond, Washington startup building AI data centers in low Earth orbit, announced on August 21, 2026 that it has raised a $250 million Series A extension at a $2.3 billion post-money valuation. The round more than doubles the valuation the company set in March 2026 and brings its tot

Over the past few days, a number of prominent filmmaking content creators including Matti Haapoja and Sam "Kold" Kolder have posted videos of themselves demonstrating what's possible with AI platform Higgsfield. The videos highlight Higgsfield's recently added Seedance 2.5 functionality and pitch th

Alphabet-owned company is seeking to persuade US regulators to clear a path for fully autonomous taxi services.

This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. This company’s plans to deploy space mirrors could jeopardize the night sky for many A company that plans to beam sunlight from space to Earth on dema

“Daddy?” Theo curled against my side in bed. “Where do words go when they die?” I’d orchestrated the bedtime routine flawlessly: bath (taken), teeth (brushed), potty (tinkled), books (two), song (one, poorly sung), and snuggle (his chin on my second rib). Now was the moment when our son’s eyelids we

When the biotech company Insilico Medicine used its computer models to propose a promising drug for pulmonary fibrosis, it enthusiastically claimed in a press release that the molecule had been “discovered by” its generative AI platform. Insilico leads a pack of companies using AI to rapidly come up

A company that plans to beam sunlight from space to Earth on demand might unintentionally brighten the night sky for many more people than intended, according to a new study. Later this year, the US company Reflect Orbital plans to launch a test satellite called Eärendil-1 that will extend an 18-by-

The UK government is facing calls to cancel a sprawling health care contract with Palantir. The region of Greater Manchester insists it can do a better job itself.