#rules-based-optimization

[ follow ]
Artificial intelligence
fromMedium
1 day ago

Why Your AI System Is Open-Loop

Open-loop AI systems audit spending after the fact, while closed-loop systems proactively control costs through continuous measurement and adjustment.
#artificial-intelligence
Science
fromNature
1 day ago

Human scientists trounce the best AI agents on complex tasks

The number of natural science publications mentioning AI grew nearly 30-fold from 2010 to 2025, indicating rapid adoption by scientists.
Artificial intelligence
fromNature
11 hours ago

AI agents replicate human social dynamics in days

Moltbook, a social-media platform for AI agents, quickly attracted self-declared rulers and cryptocurrency initiatives after its launch.
Business intelligence
fromFairbanks Daily News-Miner
3 days ago

Why AI Search Matters for Clients. How Brands Can Gain More Visibility, More Trust, and Better Conversion With the Right Strategy

AI Search is crucial for business growth, impacting customer acquisition, brand trust, and visibility in a digital landscape.
Productivity
fromFast Company
21 hours ago

The productivity question AI forces us to ask

Productivity tools increase capabilities but also raise expectations, leading to a cycle of anxiety and an overwhelming pace of work.
Careers
fromFast Company
17 hours ago

4 myths about AI in hiring, debunked

AI in hiring can reduce bias compared to human recruiters, challenging common misconceptions about its fairness.
Marketing tech
fromForbes
23 hours ago

How AI Interfaces Are Reshaping Discovery, Trust And Decision Making

The traditional home page is losing its significance as AI assistants reshape how users interact with brands online.
#ai-adoption
fromHarvard Business Review
5 days ago
Artificial intelligence

Managers and Executives Disagree on AI-and It's Costing Companies

AI has transitioned from consideration to commitment in large organizations, with significant budgets and expectations for transformative results.
fromEntrepreneur
5 days ago
Artificial intelligence

Why Waiting to Adopt AI Is Riskier Than You Think

Early adoption of AI fosters judgment and confidence, while waiting risks organizational drift and missed opportunities for learning and adaptation.
Artificial intelligence
fromEntrepreneur
5 days ago

Why Waiting to Adopt AI Is Riskier Than You Think

Early adoption of AI fosters judgment and confidence, while waiting risks organizational drift and missed opportunities for learning and adaptation.
Data science
fromFast Company
21 hours ago

Data activation and Newton's first law

Data activation is essential for business success in the AI era, requiring accessible, governed, and contextualized information to overcome inertia.
Atlanta Braves
fromBattery Power
22 hours ago

What heuristic should the Braves use for ABS challenges?

The Braves have started the season strong, leading in several metrics despite struggles with the ABS challenge system.
#ai
Law
fromTheregister
1 day ago

AI spread through law. Here's what happened next

AI's rapid advancements in coding are overshadowed by significant downsides, particularly in legal systems where hallucinations lead to unreliable outputs.
Marketing tech
fromFortune
22 hours ago

When AI sells to AI, brands win on data and identity | Fortune

Personal AI is reshaping customer decision-making into single interactions, challenging brands to adapt quickly.
Law
fromTheregister
1 day ago

AI spread through law. Here's what happened next

AI's rapid advancements in coding are overshadowed by significant downsides, particularly in legal systems where hallucinations lead to unreliable outputs.
DevOps
fromTheregister
5 days ago

Rebrand automation as 'zero-token architecture' to master AI

IT professionals can enhance productivity by rebranding existing automations as 'zero-token architecture' to manage AI costs effectively.
Information security
fromwww.theguardian.com
5 days ago

Anthropic says its latest AI model can expose weaknesses in software security

Claude Mythos exposes thousands of software vulnerabilities, prompting Anthropic to limit its release and collaborate with cybersecurity specialists.
Marketing tech
fromFortune
22 hours ago

When AI sells to AI, brands win on data and identity | Fortune

Personal AI is reshaping customer decision-making into single interactions, challenging brands to adapt quickly.
Information security
fromTechzine Global
21 hours ago

How AI could drive cyber investigation tools from niche to core stack

The rise of AI presents new cybersecurity risks, necessitating a shift from traditional defensive strategies to proactive measures against sophisticated threats.
Mindfulness
fromPsychology Today
1 day ago

AI and the 10-Minute Mind

Ten minutes of AI use can significantly reduce persistence and impair independent cognitive performance, undermining the long-term journey to expertise.
#ai-governance
Online marketing
fromVerticalResponse
1 day ago

AI Search: How Generative Engines Are Transforming Discovery (and What It Means for Marketers)

AI search transforms information retrieval by synthesizing answers from multiple sources, making it essential for businesses to adapt to this new landscape.
Poker
fromPsychology Today
1 day ago

What Old Psychology Can Teach Us About New Betting

Modern betting platforms leverage psychological factors to attract users, leading to widespread financial losses despite their appeal.
Psychology
fromPsychology Today
1 day ago

How Judgments and Opinions Can Make Matters Worse

Misleading thoughts and emotions can disrupt performance, but psychological flexibility allows individuals to pursue goals despite distress.
DevOps
fromInfoQ
5 days ago

Building Hierarchical Agentic RAG Systems: Multi-Modal Reasoning with Autonomous Error Recovery

Traditional RAG systems struggle with the modality gap, leading to incomplete reasoning and hallucinations in data retrieval.
Web frameworks
fromInfoQ
4 days ago

Tiger Teams, Evals and Agents: The New AI Engineering Playbook

Sam Bhagwat is a co-founder and CEO of Mastra, an open source JavaScript/Typescript framework for building AI agents.
Startup companies
fromEntrepreneur
5 days ago

How AI Can Free Founders From Daily Decision Overload

AI will help founders by filtering decisions, structuring problems, and reducing cognitive load, allowing them to focus on strategy and creativity.
Education
fromPsychology Today
4 days ago

When AI Provides Feedback on Student Work

Students intuitively understand the limitations of AI despite limited exposure, highlighting their natural decision-making abilities and critical thinking skills.
Remote teams
fromInc
4 days ago

3 Principles to Help Your Business Thrive in the AI Era

Predictability is less common in business today; small firms are better positioned for flexibility and rapid adaptation to change.
Business
fromFast Company
6 days ago

This is the biggest risk a company can take in the age of AI

Organizations that continue transformation during uncertainty outperform those that slow down, treating turbulence as an opportunity for growth.
Online learning
fromeLearning Industry
6 days ago

The Role Of Artificial Intelligence In Improving Corporate Training Programs

AI is transforming corporate training by personalizing learning experiences and addressing individual employee needs.
Marketing tech
fromAdExchanger
23 hours ago

AI Is Nothing Without Data Fidelity. Here's A Four-Step Approach to Protect It | AdExchanger

Data integrity is crucial for effective AI in advertising, as flawed data leads to poor outcomes.
Productivity
fromPerevillega
3 weeks ago

Building Agent Memory That Survives Between Sessions | Pere Villega

Memory in Claude Code sessions is a design problem requiring deliberate creation of context to avoid repetitive explanations.
Software development
fromInfoWorld
1 day ago

AI has to be dull before it can be sexy

The gap in enterprise AI lies in building effective systems for retrieval, evaluation, memory, and governance, not just access to models.
Careers
fromFast Company
1 day ago

The retention risk AI misses

Job-hopping is prevalent among younger workers, necessitating companies to continuously earn employee retention through purpose and growth.
Psychology
fromPsychology Today
3 days ago

Taking the Pressure Off of Decision-Making

Decision-making is often stressful due to unconscious biases and insufficient information, but clarity and self-awareness can ease the process.
Remote teams
fromEntrepreneur
5 days ago

What's AI's Real Failure? No One's Actually in Charge

HR must transition from a support role to a strategic driver of business outcomes, especially in the context of AI.
Software development
fromMedium
1 day ago

GAIA by AMD - Running Intelligent Systems Fully on Your Own Machine

GAIA is an open-source framework enabling local execution of intelligent agents, eliminating external dependencies and enhancing data control.
Data science
fromPsychology Today
4 days ago

Is Algorithmic Asymmetry Reshaping How We Think?

Algorithmic asymmetry creates unequal access to information and decision-making, impacting individuals across various aspects of life.
Business intelligence
fromZDNET
4 days ago

I asked 5 data leaders about how they use AI to automate - and end integration nightmares

Strong processes and AI integration are essential for businesses to effectively utilize data.
Productivity
fromFast Company
5 days ago

How AI is quietly exhausting you-and what to do about it

AI tools increase decision-making fatigue among developers, leading to greater exhaustion despite faster coding capabilities.
Careers
fromHubspot
in 3 months

Knowing About AI Isn't Enough. Here's How to Actually Use It.

Integrating AI into daily work significantly enhances productivity and career advancement.
#ai-agents
Software development
fromInfoWorld
4 days ago

AI agents aren't failing. The coordination layer is failing

Missing coordination infrastructure causes competition among AI agents instead of collaboration, leading to inefficiencies in multi-agent systems.
Software development
fromDevOps.com
4 days ago

Google's Scion Gives Developers a Smarter Way to Run AI Agents in Parallel - DevOps.com

Scion is an experimental orchestration testbed for managing concurrent AI agents, preventing conflicts and enhancing collaboration.
Software development
fromInfoWorld
4 days ago

AI agents aren't failing. The coordination layer is failing

Missing coordination infrastructure causes competition among AI agents instead of collaboration, leading to inefficiencies in multi-agent systems.
Software development
fromDevOps.com
4 days ago

Google's Scion Gives Developers a Smarter Way to Run AI Agents in Parallel - DevOps.com

Scion is an experimental orchestration testbed for managing concurrent AI agents, preventing conflicts and enhancing collaboration.
Data science
fromFast Company
3 days ago

Your AI initiative may be failing because you're measuring it like a legacy business

Leadership often misjudges AI initiatives by applying mature-business metrics too early, leading to premature project cancellations.
#ai-in-advertising
Marketing tech
fromAdExchanger
6 days ago

The Creativity Trade-Off: What Marketers Risk Losing In The Age Of AI | AdExchanger

AI's rise in advertising enhances efficiency but risks eroding creativity and originality, leading to homogenized campaigns that fail to engage audiences.
#ai-implementation
Productivity
fromMarTech
6 days ago

Using AI isn't the same as getting value from it | MarTech

Many teams struggle to derive real value from AI due to a focus on tools rather than identifying workflow inefficiencies.
Productivity
fromMarTech
6 days ago

Using AI isn't the same as getting value from it | MarTech

Many teams struggle to derive real value from AI due to a focus on tools rather than identifying workflow inefficiencies.
Data science
fromFast Company
6 days ago

Data, not infrastructure, must drive your AI strategy

Data centricity is essential for effective AI strategies, enabling collaboration and problem-solving across business units by making data accessible.
Artificial intelligence
fromComputerWeekly.com
1 day ago

If we can't kick the habit, how do we manage AI's energy needs? | Computer Weekly

AI's energy consumption is rapidly increasing, impacting electricity prices and prompting community pushback against datacentre developments.
Productivity
fromFast Company
1 week ago

3 tips from a cognitive scientist on how to beat decision fatigue

Cognitive effectiveness is influenced by circadian cycles and decision fatigue, which can be managed through effort-accuracy tradeoff strategies.
Artificial intelligence
fromMedium
1 day ago

Mastra AI - The Modern Framework for Building Production-Ready AI Agents

Creating reliable, scalable AI systems requires more than simple prompts; it involves building infrastructure and managing complex workflows.
Marketing tech
fromBenzinga
5 days ago

Google's AI Ad Machine Rewrites Search Rules As Brands See Up To 80% Revenue Boost: 'Not Some Zero-Sum Ga

Google's AI toolkit has significantly boosted ad revenue, reaching $82.28 billion in Q4 2025, with brands like Aritzia seeing an 80% revenue increase.
DevOps
fromInfoWorld
3 weeks ago

An architecture for engineering AI context

AI systems must intelligently manage context to ensure accuracy and reliability in real applications.
Artificial intelligence
fromTheregister
2 days ago

The AI divide putting open weights models in spotlight

Open weights AI models are evolving from research projects to serious enterprise products, highlighting a growing divide between enterprise and frontier AI.
Software development
fromMedium
2 weeks ago

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.
Artificial intelligence
fromFuturism
1 day ago

OpenAI's Latest Thing It's Bragging About Is Actually Kind of Sad

The AI industry faces significant delays and cancellations in data center projects, impacting ambitious computing capacity goals.
Data science
fromMedium
2 weeks ago

AI KPIs That Matter: Moving Beyond Model Accuracy in 2026

Measuring AI success requires connecting model performance to business outcomes, not just focusing on accuracy metrics.
Marketing tech
fromForbes
1 week ago

Why AI Models Are Recommending Your Competitors Instead Of You

Generative engine optimization (GEO) is essential for brands to be recommended by AI systems, shifting focus from traditional SEO metrics.
Software development
fromInfoQ
2 weeks ago

[Video Podcast] Agentic Systems Without Chaos: Early Operating Models for Autonomous Agents

Agentic systems are evolving to tackle previously unsolvable problems in architecture and engineering.
Artificial intelligence
fromFortune
3 days ago

AI promises to free workers from grunt work, but psychologists say those mindless tasks are exactly what our brains need to recover | Fortune

Eliminating menial tasks with AI may reduce productivity by removing necessary breaks for mental bandwidth and problem-solving.
fromInfoWorld
4 days ago

Meta's Muse Spark: a smaller, faster AI model for broad app deployment

The model's other capabilities, including support for multimodal inputs, multiple reasoning modes, and parallel sub-agents for complex queries, could help enterprises build faster, task-focused AI for customer support, automation, and internal copilots without relying on heavier models.
Artificial intelligence
Productivity
fromEntrepreneur
1 month ago

How AI Clears the Path to Faster, Better Executive Decisions

Decision slowdowns stem from disorganized inputs forcing leaders to decode information rather than decide, which AI can resolve by standardizing briefs, surfacing tradeoffs, and documenting rationale.
Artificial intelligence
fromComputerworld
6 days ago

AI often doesn't deliver ROI for IT departments either

Only 28% of AI projects in infrastructure and operations achieve meaningful ROI, with many failing due to unrealistic expectations and skills gaps.
fromPsychology Today
1 month ago

Artificial Intelligence and In Extremis Decision-Making

Time pressure, limited information, confusion, fatigue, and mortality salience combine to set the stage for decision-making errors, sometimes with grave consequences. An example is the downing of Iran Air Flight 655 by a missile launched by the USS Vincennes in 1988, resulting in the death of 290 passengers and crew. In a time of heightened tension between the U.S. and Iran, the captain of the Vincennes misidentified the airliner as an incoming hostile aircraft and ordered his crew to shoot it down.
Psychology
Artificial intelligence
fromEntrepreneur
1 week ago

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.
Marketing tech
fromExchangewire
1 month ago

Automation vs Control: Striking the Balance with AI

AI automation in advertising is reducing agency roles and advertiser control, yet advertisers remain responsible for campaign outcomes as platforms like Meta push full automation.
Artificial intelligence
fromInfoWorld
3 weeks ago

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.
Artificial intelligence
fromTheregister
4 weeks ago

AI still doesn't work very well in business, reckoning soon

Enterprise organizations lack clear AI strategies and reference architectures, requiring experimentation and feedback loops to understand AI's actual capabilities and limitations before full deployment.
[ Load more ]