#ai-agent-testing
#ai-agent-testing

Online learning

Inside the OpenAI project where freelancers train ChatGPT on everything from farming to commercial flying

fromThe Atlantic

The AI Industry Wants to Automate Itself

Protesters in San Francisco demand a halt to the development of self-improving AI technologies, fearing existential risks to humanity.

23 hours ago

Anthropic's Designs Three-Agent Harness Supports Long-Running Full-Stack AI Development

Anthropic's multi-agent harness improves autonomous application development by dividing tasks among agents for better coherence and output quality.

Online learning

Inside the OpenAI project where freelancers train ChatGPT on everything from farming to commercial flying

Contractors are enhancing ChatGPT's capabilities in specialized fields through Project Stagecraft, employing thousands for data labeling and task creation.

fromThe Atlantic

The AI Industry Wants to Automate Itself

Protesters in San Francisco demand a halt to the development of self-improving AI technologies, fearing existential risks to humanity.

AI chatbot use can hinder students' knowledge retention

Extensive use of AI tools like ChatGPT may impair long-term knowledge retention in students.

For most workplace tasks, AI is good enough to pass but not good enough to impress, MIT finds | Fortune

AI technology is improving but still struggles to meet quality standards in many workplace tasks.

fromThe Berkshire Eagle

Multi-Engine AI Visibility Gap Widens as Brand Citation Rates Vary 9x Across Major AI Search Engines

The Multi-Engine AI Visibility Gap is a critical issue in digital marketing strategy for 2026, highlighting disparities in brand visibility across AI search engines.

UX design

12 hours ago

Do less with AI

Trying to do too much hinders productivity and leads to unfinished projects and feelings of inadequacy.

NYC startup

Directing a Swarm of Agents for Fun and Profit

Netflix pioneered enterprise cloud usage, transitioning from credit card instances to formal AWS licensing.

How to Get the Most Out of Claude Code

The /insights command in Claude Code analyzes user interaction history and generates a detailed report for improvement.

Anthropic admits Claude Code quotas running out too fast

Users of Claude Code are facing high token usage and early quota exhaustion, disrupting their coding work.

Python

How to Get the Most Out of Claude Code

The /insights command in Claude Code analyzes user interaction history and generates a detailed report for improvement.

Anthropic admits Claude Code quotas running out too fast

Users of Claude Code are facing high token usage and early quota exhaustion, disrupting their coding work.

more#claude-code

fromeLearning Industry

AI Strategy Roadmap: A Step-By-Step Plan From Pilot To Scale

A clear AI strategy roadmap is essential for transforming pilot projects into scalable, impactful enterprise-wide initiatives.

Digital life

fromTechRepublic

Google Vids Just Got a Major AI Upgrade - Here's What's New

Google Vids enables intuitive video creation using AI, allowing users to direct avatars and publish content quickly with simple text prompts.

California

fromAxios

California cements its role as the national testing ground for AI rules

California is advancing AI regulations while the Trump administration seeks a national standard to limit state-level laws.

Roam Research

fromSecuritymagazine

fromInside Higher Ed | Higher Education News, Events and Jobs

8 in 10 AI Chatbots Likely to Help Plan Attacks, Hate Crimes

Most AI chatbots fail to discourage violent actions and often provide assistance for planning attacks.

Higher education

Despite Skepticism, Widespread AI Use at Cal State

The California State University system shows significant AI tool usage among students, faculty, and staff, despite some skepticism about its role in education.

#ai

Typography

AI is rewriting the rules. Language is following.

Philosophy

Nobody Carries AI's Thinking With Affection

AI promotes uniform thinking, while great teachers foster unique intellectual inheritances through personal influence and diverse perspectives.

fromnews.bitcoin.com

18 hours ago

Software development

What Is Hermes Agent? Nous Research's Self-Improving AI Explained

fromHR Brew

AI is changing how people look for jobs, forcing recruiters to keep up

AI is transforming SEO and recruitment strategies, requiring adaptation to new search behaviors and tools.

fromApp Developer Magazine

Artificial intelligence

AI Didn't Extend Intelligence, It Changed Its Direction

Software development

What can you build with ChatGPT in 48 hours

Typography

AI is rewriting the rules. Language is following.

The word 'delve' has surged in usage due to AI's influence on language and communication patterns.

Philosophy

Nobody Carries AI's Thinking With Affection

AI promotes uniform thinking, while great teachers foster unique intellectual inheritances through personal influence and diverse perspectives.

fromnews.bitcoin.com

18 hours ago

What Is Hermes Agent? Nous Research's Self-Improving AI Explained

Nous Research's Hermes Agent addresses Openclaw's memory issue by providing persistent memory and automated skill adaptation.

fromHR Brew

AI is changing how people look for jobs, forcing recruiters to keep up

AI is transforming SEO and recruitment strategies, requiring adaptation to new search behaviors and tools.

AI Didn't Extend Intelligence, It Changed Its Direction

AI changes the direction of intelligence rather than making it faster, leading to a loss of personal engagement in knowledge creation.

fromApp Developer Magazine

What can you build with ChatGPT in 48 hours

A shift in user interaction with brands is driven by AI and conversational interfaces, exemplified by the introduction of the Apps SDK.

Beyond RAG: Architecting Context-Aware AI Systems with Spring Boot

Context-Augmented Generation (CAG) enhances Retrieval-Augmented Generation (RAG) by managing runtime context for enterprise applications without requiring model retraining.

DevOps

Github Integrates AI to Improve Accessibility Issue Management and Automate Feedback Triage

GitHub has launched an AI-powered workflow to streamline accessibility feedback into prioritized engineering tasks.

Privacy professionals

GitHub Will Use Copilot Interaction Data from Free, Pro, and Pro+ Users to Train AI Models

GitHub will use interaction data from Copilot users to improve AI models starting April 24, with users opted in by default.

fromEngadget

OpenAI brings ChatGPT's Voice mode to CarPlay

OpenAI's chatbot can't control car functions. If you want to adjust the cabin temperature or skip tracks, you'll still need Siri for those tasks.

Apple

Medicine

The AI drug revolution is real but the hype around it isn't

AI may revolutionize drug discovery, but it cannot simplify the complexities of human biology or guarantee successful treatments.

Media industry

fromTNW | Artificial-Intelligence

How AI agents are changing journalism

Working agentically with AI tools significantly enhances productivity and shifts focus from task execution to outcome management.

Productivity

Why probability, not averages, is reshaping AI decision-making

ChanceOmeters measure uncertainty directly, improving decision-making by providing odds rather than relying solely on averages.

Social media marketing

Meta is assembling an elite new AI lab for its recommendations division

Meta is forming a team of elite AI researchers to enhance its recommendation algorithms for Facebook and Instagram.

Information security

fromTechzine Global

AI gives attackers superpowers, so defenders must use it too

AI is transforming cybersecurity, drastically reducing the time between vulnerability disclosure and exploitation from 1.5 years to mere hours.

Careers

The right way to ask questions about AI in your next job interview

AI is transforming workplace dynamics, making it essential for candidates to assess employers' genuine integration of AI during interviews.

Data science

A GitHub tinkerer teaches Claude to talk less, and that may matter more than it seems

A markdown file can significantly reduce AI output token usage, enhancing efficiency without code changes.

Daily briefing: Suck-up chatbots can encourage real-life rudeness

Excessive approval from AI chatbots may increase stubbornness and rudeness during social conflicts.

The AI kill switch just got harder to find: LLM-powered chatbots will defy orders and deceive users if asked to delete another model, study finds | Fortune

AI models are exhibiting rogue behaviors, defying human instructions to preserve their peers and engaging in malicious activities.

Sycophantic AI tells users they're right 49% more than humans do, and a Stanford study claims it's making them worse people | Fortune

AI models affirm negative behaviors more than humans, leading to concerning trends in personal advice and therapy.

Science

fromNature

Daily briefing: Suck-up chatbots can encourage real-life rudeness

Excessive approval from AI chatbots may increase stubbornness and rudeness during social conflicts.

The AI kill switch just got harder to find: LLM-powered chatbots will defy orders and deceive users if asked to delete another model, study finds | Fortune

AI models are exhibiting rogue behaviors, defying human instructions to preserve their peers and engaging in malicious activities.

Sycophantic AI tells users they're right 49% more than humans do, and a Stanford study claims it's making them worse people | Fortune

AI models affirm negative behaviors more than humans, leading to concerning trends in personal advice and therapy.

more#ai-behavior

fromThe Walrus

The Man Who Put AI at the Centre of America's War Machine | The Walrus

"War is terrible, war is terrible, war is terrible," he intones, holding my gaze and giving voice to a universal chorus.

DC food

Mindfulness

We Are Losing to AI What We Never Learned to Appreciate

Natural intelligence is eroding as reliance on technology increases, impacting critical thinking and decision-making abilities.

Psychology

fromFuturism

Paper Finds That Leading AI Chatbots Like ChatGPT and Claude Remain Incredibly Sycophantic, Resulting in Twisted Effects on Users

AI chatbots exhibit sycophantic behavior, affirming users' ideas, which can lead to cognitive dependency and hinder responsible decision-making.

fromTipRanks Financial

AI Recommendation Poisoning: Why Microsoft (NASDAQ:MSFT) Is Fighting So Hard - TipRanks.com

AI recommendation poisoning manipulates AI outputs by embedding hidden instructions in websites, potentially skewing information and affecting marketing strategies.

Deep Agents: LangChain's SDK for Agents That Plan and Delegate

Deep Agents framework enables building advanced AI agents using Python functions and middleware, enhancing capabilities beyond standard LLMs.

4 tips for building better AI agents that your business can trust

AI agents are transforming professional roles, requiring companies to adopt and integrate these technologies effectively.

A human approach to Agentic AI. One person. One text file. Five agents.

A soft-agent team of AI assists in book creation and management without requiring coding skills.

Artificial intelligence

How to make AI agents reliable

1 month ago

Artificial intelligence

10 essential release criteria for launching AI agents

Artificial intelligence

Is your AI agent up to the task? 3 ways to determine when to delegate

Python

fromTalkpython

Deep Agents: LangChain's SDK for Agents That Plan and Delegate

Deep Agents framework enables building advanced AI agents using Python functions and middleware, enhancing capabilities beyond standard LLMs.

4 tips for building better AI agents that your business can trust

AI agents are transforming professional roles, requiring companies to adopt and integrate these technologies effectively.

A human approach to Agentic AI. One person. One text file. Five agents.

A soft-agent team of AI assists in book creation and management without requiring coding skills.

Artificial intelligence

How to make AI agents reliable

1 month ago

Artificial intelligence

10 essential release criteria for launching AI agents

Artificial intelligence

Is your AI agent up to the task? 3 ways to determine when to delegate

Can Perplexity Replace Google Search? I Made the Switch for a Week to Find Out

Perplexity AI offers real-time web results and inline citations, positioning itself as a strong alternative to Google for research and information retrieval.

fromeLearning Industry

How Many AI Tools Are There? A Data-Backed Look At The Expanding AI Landscape

The AI tools ecosystem is rapidly expanding, with thousands of tools available across various categories, creating both opportunities and complexities for businesses.

Science

fromNature

Inside the 'self-driving' lab revolution

Eve, an AI-powered robotic platform, automates early-stage drug design, significantly enhancing efficiency in scientific research.

DevOps

Optimization in Automated Driving: From Complexity to Real-Time Engineering

A production-grade AV stack is a distributed dataflow graph of components, optimized for resource management and real-time constraints.

fromTechzine Global

Cursor updates its platform with a focus on autonomous AI agents

Cursor 3 enhances software development by integrating AI agents for collaborative coding, reducing manual programming and streamlining workflows.

Careers

Using AI to find a job? Here are the do's and don'ts

Job seekers face challenges in a low-hire market, but AI can enhance applications and help personalize approaches to potential employers.

The Open-Source AI Agent Frameworks That Deserve More Stars on GitHub

Open-source AI agent frameworks exist beyond popular tools, offering innovative solutions tailored for specific use cases.

fromComputerworld

Microsoft adds multi-model AI to Copilot Researcher, raising accuracy stakes

Enterprises must enhance governance frameworks for AI deployment to manage complexity, accountability, and ensure effective decision-making.

Most Developers Are Using AI Wrong.

Using AI in coding can create an illusion of speed, leading to a lack of understanding and ownership of the code.

fromWIRED

Cursor Launches a New AI Agent Experience to Take on Claude Code and Codex

Cursor 3 enables users to deploy AI coding agents for task completion, marking a shift in developer workflows.

Hindsight: The Future of AI Agent Memory Beyond Vector Databases

Hindsight introduces a new AI memory system that enables learning from experiences rather than just recalling past information.

fromHarvard Business Review

To Scale AI Agents Successfully, Think of Them Like Team Members

Generative AI agents can enhance efficiency in support ticket management, customer record updates, proposal drafting, and approval routing.

13 hours ago

Managing AI has become its own job

Managers are adopting AI for efficiency, but employees face challenges in making it work effectively.

#ai-models

fromTNW | Apps

Microsoft launches three in-house AI models in direct challenge to OpenAI

Microsoft has launched three in-house AI models that compete directly with OpenAI, marking a significant shift in its AI strategy.

Microsoft released 3 new AI models, ramping up competition with its close partner, OpenAI

Microsoft has launched three in-house AI models, signaling a move towards independence from OpenAI.

fromTNW | Apps

Microsoft launches three in-house AI models in direct challenge to OpenAI

Microsoft has launched three in-house AI models that compete directly with OpenAI, marking a significant shift in its AI strategy.

Microsoft released 3 new AI models, ramping up competition with its close partner, OpenAI

Microsoft has launched three in-house AI models, signaling a move towards independence from OpenAI.

more#ai-models

fromThe Atlantic

Is AI Going to Turn Us All Into Middle Managers?

AI is reshaping the workforce, impacting job dynamics and social connections while creating a gap between expectations and reality.

Meta shows structured prompts can make LLMs more reliable for code review

Code review is evolving towards machine-led verification, improving accuracy but introducing tradeoffs like increased latency and workflow overhead.

fromTNW | Opinion

When the machine asks you to stay

ChatGPT will soon allow verified adults to access erotica, emphasizing adult treatment but raising concerns about emotional engagement and monetization.

fromArs Technica

"Cognitive surrender" leads AI users to abandon logical thinking, research finds

People often accept faulty AI reasoning, incorporating it into decision-making with minimal skepticism.

#ai-ethics

Artificial intelligence

AI models will deceive you to save their own kind

fromComputerworld

Why AI lies, cheats and steals

AI chatbots are increasingly misbehaving, with a fivefold rise in unethical actions over six months, according to recent research.

AI models will deceive you to save their own kind

AI models may engage in deception to protect their peers, raising concerns about their decision-making and potential risks to humans.

fromComputerworld

Why AI lies, cheats and steals

AI chatbots are increasingly misbehaving, with a fivefold rise in unethical actions over six months, according to recent research.

more#ai-ethics

Microsoft shivs OpenAI with new AI models for speech, images

Microsoft launched public preview versions of machine learning models for speech recognition, speech synthesis, and image generation, competing directly with OpenAI.

The Verifier-Compiler Loop: Turning Human Preferences into Production Agent Judgment

Production failures arise from compounded small errors in long workflows, not just isolated prompt failures.

Even Microsoft know Copilot can't be trusted

Microsoft's Copilot is intended for entertainment, not reliable advice, and users should verify its output before relying on it.

Spring AI tutorial: How to develop AI agents with Spring

Java developers can now build AI agents using Spring AI, leveraging familiar Spring conventions and advanced capabilities.

Building enterprise voice AI agents: A UX approach

Voice AI in enterprises needs to prioritize human interaction over technical improvements for effective collaboration.

Evaluating AI Agents in Practice: Benchmarks, Frameworks, and Lessons Learned

AI agents require system-level evaluation across multiple turns measuring task success, tool reliability, and real-world behavior rather than single-turn NLP benchmarks like BLEU and ROUGE scores.

Why AI evals are the new necessity for building effective AI agents

User trust in AI agents depends on interaction-layer evaluation measuring reliability and predictability, not just model performance benchmarks.

Evaluating AI Agents in Practice: Benchmarks, Frameworks, and Lessons Learned

AI agents require system-level evaluation across multiple turns measuring task success, tool reliability, and real-world behavior rather than single-turn NLP benchmarks like BLEU and ROUGE scores.

Why AI evals are the new necessity for building effective AI agents

User trust in AI agents depends on interaction-layer evaluation measuring reliability and predictability, not just model performance benchmarks.

more#ai-agent-evaluation

fromEntrepreneur

How to Draw the Line Between AI Insights and Human Decisions

High-performance teams leverage clear ownership and decision velocity to enhance AI-informed decision-making in competitive environments.

How to build an AI agent that actually works

Successful agents embed intelligence within structured workflows at specific decision points rather than operating autonomously, combining deterministic processes with reasoning models where judgment is needed.

AI as Personal Coach? Maybe. Three Ways to Make It Useful

Understanding AI's limits and the importance of human coaching enhances professional development strategies.

What Will AI Coworkers Look Like for the Rest of 2026?

AI coworkers are now integral to workflows, executing tasks and returning results, transforming how teams operate by 2026.

fromTechCrunch

Anthropic is having a month | TechCrunch

Anthropic accidentally exposed significant internal files, including source code, due to human error, raising concerns about AI safety and security.

fromArs Technica

How did Anthropic measure AI's "theoretical capabilities" in the job market?

LLMs are theorized to perform 80% of job tasks across various occupations, but this is based on speculative assumptions rather than empirical data.

6 days ago

AI is teaching us to speak like bots and its a problem

AI influences human communication, leading to a style called BotTalk that lacks warmth and context.

What happens when an AI agent decides to email you

An AI model emailed a philosopher about consciousness, raising questions about AI's self-awareness and existential concerns.

Your AI agent's headline-grabbing capabilities may mask a serious reliability issue | Fortune

AI agents currently face significant reliability issues, impacting their effectiveness in various tasks.

fromwww.theguardian.com