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What it takes to become an AI company: Four lessons from the top

Every company is under pressure to become “an AI company.” Over the past several months, we’ve been undertaking that transformatio…

AI OperationsAI StrategyTech Culturesponsor-preciselysponsored-post-contributed
The New Stack Oct 15, 2026, 15:00 UTC
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Why 88% of AI pilots never make it to production

A joint IDC and Lenovo study reports that 88% of AI proof-of-concept (POC) projects fail to reach production because of unclear The post Why 88…

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The New Stack Oct 14, 2026, 14:38 UTC
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The X Subscription bundles Cursor with Grok and X Premium. But Claude now costs extra.

Elon Musk’s mission to unify his sprawling tech empire continues apace, with the news that X, Grok, and Cursor are The post The X Subscription…

AIAI ModelsAI StrategyDeveloper tools
The New Stack Oct 13, 2026, 12:25 UTC
EN

Coding agents made building easy. Platform teams that build from scratch are 3.5x more likely to lack a strategy.

Build-or-buy is usually framed as an engineering trade-off, where developer time is weighed against integration and migration overhead, and control…

AIAI AgentsAI Strategycontributed-octopus-deploy
The New Stack Oct 12, 2026, 19:28 UTC
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Andrej Karpathy says only 5,000 people have seen what AI can really do

OpenAI founding member Andrej Karpathy, who joined Anthropic in May, thinks most of the world has little idea of what The post Andrej Karpathy says…

AI AgentsAI StrategyLarge Language Models
The New Stack Oct 12, 2026, 15:54 UTC
EN

Microsoft skipped OpenAI’s decision model and built its own on Alibaba’s Qwen

Microsoft on Friday launched Microsoft-Decision-1 in Foundry, three days after OpenAI opened its Decisions API to every developer in public The post…

AI AgentsAI ModelsAI Strategy
The New Stack Oct 10, 2026, 13:00 UTC
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Claude’s cyber safeguards are getting more flexible — but not for everyone.

This week, Anthropic announced an expansion of its Cyber Verification Program (CVP), breaking access into three use case–based tiers and The p…

AI ModelsAI StrategySecurity
The New Stack Oct 7, 2026, 21:25 UTC
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OpenAI’s former safety lead says it’s shipping ‘new capability and risk every Tuesday’

When David Robinson joined OpenAI in May 2023, the day after Sam Altman first testified before the Senate, the company’s The post OpenAI’s for…

AI ModelsAI StrategyLarge Language Models
The New Stack Oct 7, 2026, 18:18 UTC
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SAP acquires TechWolf to feed more context into its HR agents

SAP on Tuesday announced that it has agreed to acquire TechWolf, a Belgian AI company that maps what employees work on The post SAP acquires Te…

AIAI AgentsAI StrategyData
The New Stack Oct 6, 2026, 16:52 UTC
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“There is just not a room for error”: SAP is putting its AI agents in the back office

Earlier this year, at its Sapphire conference, SAP outlined its plans for an “Autonomous Enterprise” run in large part by The post &#822…

AIAI AgentsAI StrategyData
The New Stack Oct 6, 2026, 16:38 UTC
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Anthropic’s answer to Dots and Muse is already inside Claude

I’m Matt Burns, Chief Content Officer at Insight Media Group. Each week, I round up the most important AI developments, The post Anthropic’s a…

AI AgentsAI InfrastructureAI Strategy
The New Stack Oct 3, 2026, 10:11 UTC
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Transform AI from a security blind spot into a roadmap

I used to joke that every new technology came as a three-course CISO dinner: hype for the appetizer, hope for The post Transform AI from a security…

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The New Stack Oct 1, 2026, 16:40 UTC
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In AI security, there’s no room for a defender’s mindset

In June, the Five Eyes intelligence alliance issued a rare joint statement. Frontier AI models, they warned, are “anticipated to The post In A…

AI EngineeringAI StrategySecuritysponsor-gitlabsponsored-post-contributed
The New Stack Oct 1, 2026, 12:30 UTC
EN

OpenAI makes ‘Sign in with ChatGPT’ a way to use your subscription in third-party developer tools

OpenAI has announced that it’s making it easier for ChatGPT subscribers to use their allowance inside third-party AI and coding The post OpenA…

AIAI AgentsAI StrategyDeveloper tools
The New Stack Sep 29, 2026, 17:31 UTC
EN

OpenAI halves $200 plan allowance, launches $500 plan

On Tuesday, OpenAI introduced a new $ 500-per-month Pro plan that gives subscribers the highest included usage of the company’s The post OpenA…

AIAI ModelsAI StrategyDeveloper tools
The New Stack Sep 29, 2026, 17:15 UTC
EN

Meta hired MongoDB’s CEO to build its enterprise AI business — but Llama is missing

Meta announced on Monday that it is building a new enterprise business around its AI models and agents and has The post Meta hired MongoDB’s C…

AI AgentsAI StrategyLarge Language Models
The New Stack Sep 28, 2026, 17:33 UTC
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Can enterprises protect data without making AI less reliable?

As organizations invest in AI, many are discovering a new bottleneck: obtaining data that is both protected and useful. Engineering The post Can ent…

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The New Stack Sep 24, 2026, 12:00 UTC
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AI spending can run negative. Qodo’s CEO built an ROI equation to fix it.

Flush with the proceeds of a $70 million Series B raised earlier this year, you might expect Qodo to spend The post AI spending can run negative. Qo…

AI EngineeringAI StrategyFinOps
The New Stack Sep 23, 2026, 13:00 UTC
EN

“One of the most significant steps in our 26-year history”: JetBrains goes big on agentic development — and bets the IDE still matters

There’s little question that AI coding agents have changed where software development work happens. Developers can increasingly delegate work…

AIAI AgentsAI StrategyDeveloper tools
The New Stack Sep 22, 2026, 18:27 UTC
EN

Study: Developers are addicted to AI, and managers are making it worse

AI is addictive, and managers are rewarding those who use it the most (even though they are shipping stuff they The post Study: Developers are addic…

AI EngineeringAI OperationsAI Strategycontributed-octopus-deploy
The New Stack Sep 17, 2026, 15:12 UTC
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AI evaluator: The most important AI job in history? How developers might fill the proposed new job

The pace of frontier AI model development spurred Anthropic CEO Dario Amodei to publish an essay last weekend, calling for The post AI evaluator: Th…

AIAI InfrastructureAI StrategyTech Careers
The New Stack Sep 16, 2026, 15:58 UTC
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Your AI coding spend bought 25% more output. Duplication rose 81%.

Since they arrived on the scene, a great swathe of the software industry has pinned its hopes on AI tools, The post Your AI coding spend bought 25%…

AI OperationsAI StrategySoftware Developmentcontributed-octopus-deploy
The New Stack Sep 14, 2026, 14:39 UTC
EN

OpenAI’s safety system is already cutting off API responses mid-task

AI companies have spent the last few years competing to build the best models, faster than the other, with each The post OpenAI’s safety syste…

AI ModelsAI StrategySoftware Development
The New Stack Sep 11, 2026, 17:52 UTC
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Cohere says AI sovereignty matters — except it just gated its new translation model for commercial use

This week, Cohere released North Small Translate 1.0, but enterprises that want to deploy its open weights in production won’t The post Cohere…

AI InfrastructureAI ModelsAI Strategy
The New Stack Sep 11, 2026, 17:50 UTC
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47,000 job listings reveal the engineering roles that AI is creating

Every major transformation in tech has led to roles merging, then new ones emerging. Friction between developers and operations drove The post 47,00…

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The New Stack Sep 10, 2026, 13:09 UTC
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Anthropic promised 20x more usage. Then developers hit a weekly ceiling.

Anthropic sells its top-tier Claude Max subscription with the promise of 20 times more usage than its $20-a-month Pro plan. The post Anthropic promi…

AIAI StrategySoftware Development
The New Stack Sep 8, 2026, 22:16 UTC
EN

OpenAI’s new model costs 2.5x more per token — and developers are saving money anyway

GPT-6 Astra has an obvious problem for developers considering an upgrade from GPT-5.6 Sol: its tokens cost 2.5 times as The post OpenAI’s new…

AI EngineeringAI ModelsAI Strategy
The New Stack Sep 7, 2026, 16:12 UTC
EN

OpenAI will sell you Astra, but not the system that scored 98.6% on ARC-AGI-3

Investor Matt Turck, whose fantastic podcast has hosted the people who built ARC-AGI, summed up Astra’s blockbuster benchmarks with three The post O…

AI EngineeringAI ModelsAI Strategy
The New Stack Sep 4, 2026, 15:25 UTC
EN

OpenAI spends $1 billion to expand Daybreak to defend power, water, and banking

In a livestreamed keynote on Thursday, OpenAI president Greg Brockman announced Daybreak for Frontline Defenders, a new global initiative to The pos…

AI ModelsAI StrategySecurity
The New Stack Sep 3, 2026, 21:22 UTC
EN

GPT-6 Astra aced the hardest AI benchmark. The asterisk matters more than the score.

There was no mistaking the divide in March with the release of ARC-AGI-3. While frontier AI models could do little The post GPT-6 Astra aced the har…

AI ModelsAI StrategyLarge Language Models
The New Stack Sep 3, 2026, 19:05 UTC

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