AI
AI Can Surface More Vulnerabilities Than Ever. Hum...
For years, cybersecurity teams have operated under a simple assumption: if we could find more vulnerabilities faster, we would make software more secure. Artificial intelligence is testing that assumption. As the broader AI conversation shifts from rapid adoption to...
How Do You Evaluate an AI Agent? Tasks, Trajectori...
Evaluating an AI agent requires more than checking its final answer. Strong evals measure outcomes, inspect trajectories, repeat trials, test safety boundaries, and track the cost of getting reliable work done.
Shackleton AI Raises $5 Million Seed to Put AI Age...
Shackleton AI has raised $5 million in seed funding led by Battery Ventures as it emerges from stealth with an agentic platform for development and construction management. The New York company is targeting the administrative work that sits between...
Realbotix Renames Its Echo Humanoid Platform as Se...
Realbotix announced on November 4, 2026 that its recently launched flagship humanoid robot platform, Echo, had been renamed Realbotix Series 1. The revision applies only to the product name; the robots, specifications, prices, production plans, character options and ordering...
Changshin Taps Palantir AI to Link Development and...
Changshin and Palantir Technologies announced a partnership on November 4, 2026 to apply Palantir Foundry and the Artificial Intelligence Platform, or AIP, across the footwear manufacturer’s development and production operations. The planned system connects information and workflows from footwear...
Sentra Raises $150M Series C to Expand Agentic Dat...
Sentra announced on November 4, 2026, that Capital One Ventures led a $150 million strategic investment in the agentic data-security company. The Series C financing will expand Sentra’s platform for governing enterprise data accessed by employees, applications and AI...
Sentra Raises $150M to Secure Enterprise Data for ...
Sentra has secured a $150 million strategic capital investment led by Capital One Ventures to expand its data-security platform as enterprises give AI agents access to more business information. Announced November 4, the investment brings Capital One Ventures alongside...
Claude Code Frontend Design Skill: Before and Afte...
Same prompt, two bakery pages: what the skill really changes The post Claude Code Frontend Design Skill: Before and After appeared first on AI Parabellum.
AI in Construction Estimating: What Is Real, What ...
Construction runs on drawings. Before a contractor can bid on a building, someone on their team does a takeoff. They go through the plan set, the bundle of PDF drawings the architect and engineers issue for the project, and...
OpenAI to Acquire Pierre Computer and Bring Code S...
Axios reported on November 4, 2026 that OpenAI will acquire Pierre Computer, a developer-tools startup whose technology is already used in Codex. OpenAI plans to integrate Pierre’s Code Storage product into Codex, adding storage infrastructure to a system used...
Acton Declares Ohio Win as Data Center Pause Advoc...
Amy Acton’s campaign announced her victory in Ohio’s governor’s race on November 4, 2026, after she addressed supporters on November 3, 2026, while complete unofficial Georgia returns showed Keisha Lance Bottoms leading Rick Jackson with 54.31% of the vote....
Nooks Lands $500M Customer Value Fund Commitment t...
Reuters reported on November 4, 2026 that Nooks secured a $500 million commitment from General Catalyst’s Customer Value Fund to finance its sales and marketing push, as the AI sales startup formally launched its Revenue Agent Platform. Customer Value...
Morgan Stanley Selects MDOTM Sphere to Scale AI-Po...
Morgan Stanley Wealth Management’s Portfolio Solutions team has selected MDOTM’s Sphere to help expand its model portfolio offering, bringing AI-assisted investment workflows to the operational challenge of maintaining hundreds of portfolios around a shared investment approach. The selection centers...
Google Plans New Malaysian Data Center Campuses fo...
Google announced on November 4, 2026, a plan to invest US$15 billion in Malaysia during 2027 and 2028, building new data center campuses in Selangor and Negeri Sembilan and adding computing capacity for locally developed AI applications and an...
Scrapling MCP in Claude Code: Setup, Tests and Hon...
Six real scraping jobs, one setup, and what got past the filter The post Scrapling MCP in Claude Code: Setup, Tests and Honest Verdict appeared first on AI Parabellum.
Google bans kids from searching
Plus: thousands of Lovable apps leaked passports to anyone looking.
Anthropic’s Official Skills Repo: Install It and T...
Install Anthropic's official skills and see three of them work The post Anthropic’s Official Skills Repo: Install It and Try the Best Ones appeared first on AI Parabellum.
How to Turn Off Codex and ChatGPT Training on Your...
Two switches for Codex, one for Claude, and what they don't cover The post How to Turn Off Codex and ChatGPT Training on Your Chats (and Check Claude Too) appeared first on AI Parabellum.
How to Test and Improve a Skill With Anthropic’s S...
Run, grade and benchmark a skill, then fix what fails The post How to Test and Improve a Skill With Anthropic’s Skill Creator appeared first on AI Parabellum.
Fractal Analytics Profit Climbs 139% as Healthcare...
Fractal Analytics crossed $100 million in quarterly revenue for the first time and lifted net income 139% to INR 792 million in its fiscal second quarter, according to results released on November 3, 2026. Revenue from operations rose 20%...



























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