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- 🤖 How well do agents use test/verification techniques?
🤖 How well do agents use test/verification techniques?
🦾Plus: ✍️ ChatGPT Now Writes Exactly like You
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Hey folks! Let’s get into Big Data and AI craziness…
In today's edition: Here is roundup of eval engineering, R Packages, Claude Code mistakes 👇
💻Microsoft Unveils Project Zenith for High-End Developer PCs
🤖OpenBMB Drops MiniCPM5-2B for Beastly Local Agentic Tasks
🧠Andrew Ng maps the most important skills for using AI agents
💊 Insilico's AI-designed drug hints at slowing aging
💡 AI Tutorial:How to create multiple video ads with AI in 5 minutes
🤖AI Tools and Data Tools to checkout
It's easier than ever to hit a particular quality bar by having coding agents use effective test techniques. However, software quality seems to be getting worse. This indicates that whatever defaults developers are using might not work very well. This study tests whether simple instructions to agents to use particular techniques or libraries improve implementation correctness.
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Programming languages are one of the most important tools in the DevOps arsenal. Choosing the right programming language or languages for your application is essential for succeeding at DevOps and achieving continuous integration/continuous delivery (CI/CD).
Microsoft officially announced Project Zenith, a new ready-to-code Windows 11 setup built for high-end developer PCs and local AI workloads. The AI angle is the most interesting part. Microsoft says developers can shift routine coding and agent workloads to local models, avoiding constant cloud API token costs, while still using frontier cloud models for harder problems.
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OpenBMB just released MiniCPM5-2B, and it looks unusually strong for a model this small. It scores 15 on Artificial Analysis Intelligence Index v4.2, currently the highest among open-weight models under 4B parameters. The interesting part is the training strategy. 2.52B parameters, using a standard dense Llama-style architecture.
The Coursera cofounder just spoke to dozens of top AI engineers and noticed a shared pattern: writing code is no longer the main job. It’s now about writing specs, managing agent autonomy, and verifying outputs. Andrew Ng boils this down to five essential skills.
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👨💻 Data Tools, Libraries
Moyai - Stop guessing if your agents are failing and start monitoring them for failures. We surface agent failures by looking for behavioural anomalies your your agent traces and classify failures with RCA and remediation steps.
kit (GitHub Repo)
kit is a toolkit for codebase mapping, symbol extraction, code search, and building LLM-powered developer tools, agents, and workflows. It can build things like code reviewers, code generators, and IDEs.
Styleframe (Website)
Styleframe's powerful TypeScript CSS API helps developers compose design systems in minutes.
AI News:
OpenAI released the Writing style setting yesterday, and it changes the tone instruction. Until now a person had to spell out what they wanted and type something like make this sound casual into a box. The model reads old messages instead and picks up recurring phrases, sign-offs and capitalisation habits. Nothing needs training up, and the drafts start matching from the first request.
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Insilico Medicine published trial data showing that rentosertib, a drug its AI designed for a lung disease, left patients reading as biologically younger on all six “aging clocks” — an early signal (on a small sample) that it may help slow aging itself. Rentosertib treats idiopathic pulmonary fibrosis, where scarring slowly chokes the lungs, and Insilico's AI picked the target protein and drew the molecule.
The climb Gemini planned for eight hours ran to sixteen and rescue instead. The phone with their maps died about an hour after they started down, and the backup charger would not work. Gemini told them to load up on simple carbohydrates and skip fats because fats take too long to digest. They camped at 8,400 feet beside the springs, in a zone the Forest Service closes to campers, below a 14,179 foot summit.
Australia released the exposure draft on Tuesday, proposing fines of up to A$109.2 million for platforms that breach the new duty of care. No other government has asked platforms to put that choice to every adult, and the rules would cover Australians over 16 as younger users lost access in December. The eSafety regulator would enforce the law, and the government plans to send the legislation to Parliament this year.
Representatives Josh Gottheimer and Mike Lawler introduced the Stop Rogue AI Act on September 3, 2026, the first federal bill mandating specific NIST security standards for AI agents. The bipartisan House legislation requires continuous machine-readable agent inventories, tamper-proof logs, and verification systems that tie autonomous AI systems to their developers and vendors.
AI Tutorial
How to create multiple video ads with AI in 5 minutes
Predis can turn one product photo, video, or link into several ready-to-use ads in just a few minutes. Here’s how to set it up and start creating content step by step.
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Review the concepts, scripts, visuals, and finished videos.
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Use the same product link or image to create UGC videos, carousels, images, and product shoots.
Connect your social accounts.
Publish or schedule your content directly from Predis.
Most "hybrid" analytics setups still mean replicating data into the cloud first. AIStor skips that step. Watch a live walkthrough: import a share into Unity Catalog, query on-prem Iceberg and Delta tables directly, and get results back in seconds—no copy, no downsampling, no pipeline to maintain.
Jobs:
This week's Data & Analytics jobs: I have updated my curated list with fresh openings. Browse and apply in one click: jobs
Machine Learning Engineer – Hybrid – Boston
Lead Machine Learning Engineer – Texas
Senior Data Engineer – Analytics – Boston
Data scientist - NY
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VerifactAI is an AI fact-checking tool that allows you to fact-check your articles within a minute.
Undress AI Tool is a website that offers a deepnude application, allowing users to create modified images
Screenloop is the ultimate Talent Operations Platform, seamlessly integrating a next-gen ATS
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