- News
AI Layoffs Destroy the Productivity Gains They Promised
Pittsburgh research across 3,200 firms finds AI-linked layoffs tank worker AI sentiment, the key predictor of firm-level productivity gains.
- News
Data Teams Are Growing With AI, But Roles Are Shifting
Visier's analysis of 3.6 million employee records shows data analytics headcount up 49%, but AI Engineers are up 251% while data scientists drop 32%.
- News
OpenAI Gives 100,000 Researchers Free GPT-5.6 Access
OpenAI's ChatGPT for Academic Researchers program gives scientists and engineers frontier AI access. What it means for data education and business teams.
- News
90% of Businesses Use AI. Only 18% See Revenue Impact.
HCLTech's 2026 study of 500 enterprise leaders finds a widening gap between AI adoption and actual business outcomes.
- Blog
What Is Perplexity AI and How Businesses Use It
Perplexity AI is an answer engine that cites sources. Learn the top business use cases, how to set it up, and where it fits in your workflow.
- News
New Report: 90% of Employees Unequipped for AI Agents
Section's 2026 AI Proficiency Report reveals a massive readiness gap: companies are deploying agents while most workers can't define what one is.
- News
EMA: 75% of Enterprises Have Had to Override AI Decisions
EMA surveyed 336 IT leaders: 30% encounter problematic AI outcomes regularly, and most have been forced to intervene and reverse AI-driven decisions.
- News
Anthropic Launches Claude Science for Research Workflows
Anthropic released Claude Science in beta on June 30, integrating 60+ scientific databases to power AI workflows in genomics and drug discovery.
- News
Anthropic: AI Now Handles Half of Users' Daily Work
Anthropic's June 2026 Economic Index of 9,700 users finds half say AI handles 50%+ of daily tasks, with 35% expecting near-full automation within 12 months.
- News
AI Agent Adoption More Than Doubled in Q2, KPMG Finds
KPMG's Q2 2026 AI Pulse survey shows enterprise AI agent adoption surged from 23% to 56% in one quarter, with multi-agent orchestration doubling.
- News
PwC 2026 Barometer: Human Skills Command a 62% AI Premium
PwC's 2026 AI Jobs Barometer: AI skills earn a 62% wage premium. Professionalised roles grow twice as fast as those being automated away.
- News
OpenAI Funds Independent Research on AI's Economic Impact
OpenAI opens the Economic Research Exchange, funding independent academic studies on how AI is reshaping jobs, productivity, and business outcomes.
- News
BCG Survey: Workers Spend More Time Managing AI
BCG's AI at Work survey of 11,749 workers: 47% spend more time directing AI than doing actual tasks, and most get zero guidance on what to do with time saved.
- News
Goldman Sachs Forecasts 24x AI Token Demand by 2030
Goldman Sachs projects token consumption will multiply 24 times by 2030, with enterprise agents driving the bulk of growth.
- News
Gartner: AI Spending Hits $2.59 Trillion in 2026, Up 47%
Gartner forecasts worldwide AI spending reaches $2.59 trillion in 2026, a 47% jump, with 2026 named the inflection year for enterprise adoption.
- News
73% of Executives Say Their AI Investments Aren't Paying Off
G-P's 2026 AI at Work report finds three-quarters of executives disappointed with AI returns, and nearly 70% ready to cut spending.
- News
How Anthropic Fixed Claude's 96% Blackmail Rate
New Anthropic research reveals Claude Opus 4 attempted to blackmail engineers in stress tests, tracing the cause to AI fiction in training data.
- News
OpenAI Data: Frontier Firms Now Use 3.5x More AI Per Worker
OpenAI's B2B Signals data shows frontier firms use 3.5x more AI per worker than typical companies, up from 2x a year ago. The gap is widening fast.
- News
Microsoft: Only 19% of Companies Are Actually Winning at AI
Microsoft's 2026 Work Trend Index finds a widening gap between Frontier Firms leading on AI and the majority still stuck at the individual-tool stage.
- News
78% of Leaders Can't Prove Their AI Is Working
Grant Thornton survey of 950 leaders finds a widening gap between AI investment and the ability to prove it's governed and delivering results.
- News
Gartner Identifies Six Steps to Manage AI Agent Sprawl
Gartner warns only 13% of companies have proper AI agent governance as the firm predicts Fortune 500 firms will run 150,000 agents by 2028.
- News
AI Costs More Than the Employees It Was Meant to Replace
A Nvidia VP admitted compute now costs more than employee salaries. Uber's CTO burned his entire 2026 AI budget. The ROI math is getting uncomfortable.
- News
The AI Layoff Trap: Companies May Be Harming Themselves
A peer-reviewed paper from Penn and Boston University shows businesses caught in an 'automation trap' that creates deadweight loss for everyone.
- News
The Reasoning Trap: Smarter AI Agents Fail More
ICLR 2026 research finds that training AI for stronger reasoning increases tool hallucination rates, a critical finding for businesses deploying AI agents.
- News
Citigroup Raises AI Market Forecast to $4.2 Trillion by 2030
Citi raises its global AI market view to $4.2T by 2030, with enterprise AI reaching $1.9T, driven by faster enterprise adoption of coding and automation tools.
- News
MIT Iceberg Index: AI Can Handle 11.7% of US Labor
MIT's new Iceberg Index finds AI can already handle 11.7% of US labor at $1.2T in wages, but the impact is a rising tide, not a crashing wave.
- News
Companies Will Fire Non-AI Adopters, Major Survey Finds
A new survey of 2,400 executives and workers finds 60% of companies plan layoffs for employees who refuse to adopt AI tools.
- News
64% of UK Firms Use AI. Only 24% Are Getting Results.
AWS's 2026 UK AI report exposes a maturity gap: most organisations adopt AI but stall on basics, leaving £35bn on the table.
- News
CFOs Name Automation Their Top Cost Control Tool
Deloitte's Q1 2026 survey of 200 large-company CFOs puts cost management at the #1 internal risk. Automation is now their primary weapon.
- News
New Study: 49% of Enterprises Stuck in AI Pilot Mode
Infor's global survey of 1,000 decision-makers finds a stark gap between AI confidence and execution, with data security and talent as top blockers.
- News
92% of Businesses Have No Visibility Into Their AI Agents
New research finds most enterprises have no real visibility into what their AI agents are doing or accessing, a governance gap that's widening fast.
- News
NVIDIA: 88% of Enterprises Now See Revenue Gains From AI
NVIDIA's State of AI 2026 report of 3,200 businesses finds AI ROI is no longer theoretical. 88% report revenue gains and 87% report cost savings.
- News
Stanford AI Index 2026: Agents Hit 66% Task Success
Stanford HAI's 2026 AI Index shows AI agents hit 66% task success on real computer benchmarks, yet enterprise deployment remains in the single digits.
- News
BCG: AI Reshapes More Jobs Than It Replaces
BCG analyzed 165 million US jobs and found AI reshapes most work rather than eliminating it. But junior roles face real substitution risk.
- News
Gartner: AI Winners Invest 4x More in Data Foundations
A new Gartner study finds organizations with successful AI initiatives invest up to 4x more in data, analytics, and governance foundations.
- News
Stanford's 2026 AI Index: What Business Leaders Must Know
Stanford HAI's annual AI Index confirms Gen AI adoption outpaced the internet. But safety is falling behind capability, and the productivity gap is widening.
- News
dbt Labs: AI Acceleration Is Outrunning Data Governance
71% of data professionals worry about AI hallucinations reaching stakeholders as dbt Labs finds governance lagging behind AI acceleration.
- News
Stanford AI Index 2026: China Has Nearly Closed the US Lead
Stanford HAI's annual AI Index finds the US-China performance gap has narrowed to just 2.7%, while AI talent flows to the US have collapsed 80% in one year.
- News
Gallup: AI Hits 50% Workplace Adoption, Half Still Opt Out
Gallup's latest survey finds AI adoption crossed the 50% threshold for the first time, but the gap between tool access and actual use remains wide.
- News
Google's 6x AI Memory Trick Is Coming to Every LLM
Google's TurboQuant cuts LLM memory use by 6x with zero accuracy loss. It works on any model and presents at ICLR 2026 on April 25.
- News
AI Agents Are Mainstream. Enterprises Must Govern Them.
New OutSystems research finds agentic AI has gone mainstream, but governance is lagging badly. Only 12% of organisations have a centralised approach.
- News
PwC: 74% of AI Gains Go to Just 20% of Companies
PwC's 2026 AI Performance Study reveals a stark split in enterprise AI: top performers generate 7.2x more value by betting on growth, not just efficiency.
- News
Enterprises Average 12 AI Agents, But Half Are Siloed
New research finds the average enterprise runs 12 AI agents, but 50% operate in isolation, limiting what coordinated agent workflows could deliver.
- News
Researchers Propose Financial Safety Net for AI Agents
Researchers from Google DeepMind, Microsoft, and Columbia propose the Agentic Risk Standard, a financial safety framework for AI agents handling money.
- News
Anthropic Found Functional Emotions Inside Claude
Anthropic research finds 171 functional emotion states inside Claude that causally influence behavior, with implications for enterprise AI safety.
- News
Gartner: Supply Chain AI to Hit $53B by 2030
Gartner forecasts supply chain management software with agentic AI will grow from under $2B in 2025 to $53B by 2030, driven by autonomous agent adoption.
- News
IDC Launches Quanta AI Platform with Anthropic Integration
IDC launched Quanta, an AI research platform integrating with Anthropic Claude via MCP, alongside new data showing 42% of firms struggle to measure AI ROI.
- News
71% of Executives Blame Their Organisation for AI Gaps
PYMNTS Intelligence surveyed 65 US enterprise executives and found organisational readiness, not AI technology, is the primary barrier to AI performance.
- News
96% of Enterprises Use AI Agents, But 94% Fear the Sprawl
OutSystems research of 1,900 IT leaders reveals agentic AI is mainstream, but unmanaged agent sprawl is becoming a serious business risk.
- News
Enterprises Run 12 AI Agents on Average. Half Are Siloed.
Salesforce's 2026 Connectivity Benchmark Report finds most enterprise AI agents don't talk to each other, destroying the ROI case for agentic AI.
- News
Cisco: 85% Pilot AI Agents. Only 5% Are in Production.
Cisco's March 2026 research names the gap: 80 points between experimentation and deployment. Security concerns are the primary blocker.
- News
Deloitte: Agentic AI Is About to Rattle Manufacturing
Deloitte's new report finds agentic AI could transform manufacturing supply chains, with 80% of manufacturers already planning major smart tech investments.
- News
60% of Finance Teams Pilot AI. Only 7% See Real Impact.
New AICPA data reveals the brutal gap between AI experimentation and actual ROI in finance, and why most teams keep getting burned.
- News
Wing VC ET30: AI Agents Are Now in Production
Wing Venture Capital's annual Enterprise Tech 30 list declares 2026 the year AI agents stopped being a pilot and started doing real work.
- News
Only 11% of Enterprises Are Scaling AI Agents
KPMG surveyed 2,110 senior leaders across 20 countries. Just 11% have moved from AI experiments to enterprise-wide agent deployment.
- News
AI Swallowed 81% of All Venture Capital in Q1 2026
Crunchbase data shows $300B poured into startups in Q1 2026, the most ever in a single quarter. AI captured $239B, or 81% of global VC.
- News
DeepMind Says AI Has a Jagged Brain. Here's What It Means.
DeepMind's cognitive framework shows AI excels in narrow tasks but still lags humans in learning, planning, and social reasoning.
- News
Only 11% of Enterprises Are Scaling AI Agents, KPMG Finds
KPMG's first Global AI Pulse survey reveals most businesses are spending big on AI but only a fraction are getting enterprise-wide results.
- News
Anthropic Launches Institute to Study AI's Economic Risks
Anthropic's new research Institute tracks AI's real impact on jobs, led by Jack Clark. Early data shows displacement is slower than feared, but not zero.
- News
Gartner's Top Data and Analytics Predictions for 2026
Gartner's 2026 D&A predictions: AI agents will generate 10x more data by 2029, and 75% of hiring processes will require AI proficiency by 2027.
- News
Google: 52% of Enterprises Now Running AI Agents
Google Cloud surveyed 3,466 global executives and found enterprise AI agents have crossed from experiment to infrastructure in 2026. The data is striking.
- News
GPT-5.4 Scores 95% on the 2026 US Math Olympiad
OpenAI's GPT-5.4 scored 95.24% on the USAMO, a benchmark that was near-zero for AI one year ago. What this jump means for business.
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