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Altimetrik: 77% of Leaders Revise AI Plans Towards Growth
Business & Ethical AI

Altimetrik: 77% of Leaders Revise AI Plans Towards Growth

According to Altimetrik, 77% of business leaders have changed their AI plans to focus on growth and innovation rather than just cutting costs. Akshay's approach suggests starting with customer value and then looking for efficiency, using AI as a partner for business expansion. The process is broken into three steps: individual skills, team practices, and full business integration. However, the report notes that many companies may still struggle with real implementation, data risks, and system compatibility. These findings suggest that strong rules and clear goals are important to turn AI efforts into real business results.

HBR: Leaders' poor philosophy skills raise organizational risks
Business & Ethical AI

HBR: Leaders' poor philosophy skills raise organizational risks

The article argues that leaders who lack philosophical skills may put their organizations at risk for reputational, ethical, and strategic problems. It suggests that asking basic questions about purpose, evidence, and core values can help leaders make better decisions under pressure. Examples like Anthropic's ethical stance with the U.S. Department of Defense show how clear principles can guide tough choices. The article notes that companies with stronger philosophical habits may see improved decision-making and employee retention. Routine questioning and debate, rather than formal philosophy classes, are recommended to build these skills.

Notion expands AI agents with packaged workflows for non-technical staff
AI News & Trends

Notion expands AI agents with packaged workflows for non-technical staff

Notion plans to offer packaged AI agent workflows, turning repeated team tasks into easy-to-use templates for non-technical staff. Early reports suggest this may help move agents from experiments to daily work tools. Setup for these agents appears simpler now, and usage data suggests rapid adoption, though the numbers are self-reported. Packaged agents may help teams reduce manual work and save on automation costs, but experts warn that savings depend on careful credit use. Analysts note that while Notion could become a central workspace hub, it may not yet match the complexity of larger enterprise platforms like Microsoft or Salesforce.

Sen. Warner's AI Bill Integrates EU AI Act Rules For US Businesses
Business & Ethical AI

Sen. Warner's AI Bill Integrates EU AI Act Rules For US Businesses

Sen. Warner's AI Bill may add rules similar to the EU AI Act for U.S. businesses, focusing on transparency and audits for high-risk AI systems. Companies might need to get user consent, minimize unnecessary data, and keep secure logs for at least 180 days. Security experts suggest building clear systems for tracking AI actions and making sure logs are easy to review if regulators ask. Choosing vendors may require checking if they meet security and documentation rules. Experts believe preparing early could help businesses avoid bigger problems or costs later.

New Report Maps Enterprise AI Spend to Maturity
AI News & Trends

New Report Maps Enterprise AI Spend to Maturity

A new report idea suggests linking enterprise AI maturity to infrastructure spending, using survey data and industry frameworks. Studies from Deloitte and MIT CISR show that companies are at different AI maturity stages, with tech industries scoring higher than healthcare. Most firms seem to prefer hybrid cloud strategies, and spending may shift more towards inference workloads by 2026. The report could include simple charts to help companies compare themselves and may be published in stages, with some content free and some behind a sign-up. The timeline for this report appears to align with budgeting cycles and major industry events.

How Companies Avoid AI Vendor Lock-in After Amazon-Anthropic Deal
Business & Ethical AI

How Companies Avoid AI Vendor Lock-in After Amazon-Anthropic Deal

The Amazon-Anthropic deal, with Amazon investing $5 billion and Anthropic committing over $100 billion to AWS, may shift bargaining power quickly toward tightly integrated vendors. Companies are advised to secure contract terms that allow easy exit, use technical tools to make switching AI models simpler, and spread work across multiple vendors to avoid relying on just one. Experts suggest keeping data in open formats and regularly testing alternative models to stay flexible. Future pricing and market changes remain uncertain, so businesses should plan for possible cost increases and ensure they can switch providers without major disruption.

Token Costs Now Rival Payroll, Forcing New Budgeting Dilemmas
AI News & Trends

Token Costs Now Rival Payroll, Forcing New Budgeting Dilemmas

Token costs for companies using AI may now be as high as paying employees, leading to new budgeting challenges. Even though the price per token has dropped, total spending on tokens appears to be rising sharply. Some reports suggest digital labor costs can sometimes outpace payroll if not monitored. Experts recommend tracking token use like labor and matching tasks to the cheapest model to avoid overspending. It seems that organizations may need to update their budgeting and hiring plans because AI costs are now close to or equal to human labor costs.

US Government mandates post-quantum crypto migration by 2030
AI News & Trends

US Government mandates post-quantum crypto migration by 2030

The US government has set deadlines for federal agencies to move to post-quantum cryptography by 2030, and private companies working with them must also follow this schedule. Executive Order 14412 says quantum-safe key systems must be in place by the end of 2030, and digital signatures by the end of 2031. There is concern that attackers may already be saving encrypted data to break later with quantum computers, so early action seems important. Agencies and vendors are required to make detailed plans and test new cryptographic methods soon. Organizations that wait too long may face problems with rushed updates and double maintenance work.

Notion unveils Custom Agents: Build AI with natural language
AI News & Trends

Notion unveils Custom Agents: Build AI with natural language

Notion has introduced Custom Agents, a feature that may allow people to build AI tools using simple, natural language instead of writing code. Early tests suggest users can describe what they want in plain English, and the system builds an AI agent for them, which they can then adjust further. The new tools aim to make creating AI agents easier, while still giving advanced users options for more complex setups. Reports indicate this could let experts solve their own workflow problems more quickly, and developers might spend more time managing systems than writing basic code. The market for these tools appears crowded, so Notion combines easy setup with options for deeper customization when needed.

Google limits Meta's Gemini access, disrupting AI projects
AI News & Trends

Google limits Meta's Gemini access, disrupting AI projects

Google has limited Meta's access to its Gemini AI infrastructure, which may have disrupted some of Meta's AI projects. Google says it is "compute constrained," and Meta was only partially approved for more Gemini capacity, leading Meta to slow down some experiments and look for other providers. Reports suggest a wider shortage of AI hardware is causing delays for many companies, and businesses are changing strategies to cope, like signing long-term contracts or adjusting models. The shortage may continue for some time, and both Meta and other big tech firms are increasing spending on hardware and training new data center workers. This situation suggests that access to physical infrastructure could be a key factor in AI development.

Notion expands AI agent platform for SMBs, hitting 1 million agents in 2026
AI News & Trends

Notion expands AI agent platform for SMBs, hitting 1 million agents in 2026

Notion is making its platform for small and medium businesses (SMBs) more powerful by letting them use AI agents, aiming to lower technical barriers for companies without their own AI teams. Notion says over 1 million agents were built in the first three months after launching Custom Agents in early 2026, which may show strong demand, but does not guarantee lasting success. However, reports suggest about 88 percent of AI agent pilots still fail to become fully used, mostly due to unpredictable results and rising costs. Notion hopes its workflow-focused design could help, but this is based on early opinions, not proven results. Other companies like Taskade, Coda, ClickUp, and Monday.com also offer similar tools for SMBs, but it remains unclear if any can reliably help companies use AI agents in the long term.

Groq LPU Benchmarks Show 3-18x Speedup Over Nvidia H100
AI Deep Dives & Tutorials

Groq LPU Benchmarks Show 3-18x Speedup Over Nvidia H100

Groq's LPU benchmarks suggest it may be 3-18 times faster than Nvidia's H100 for certain tasks. Groq also reports up to 10 times better performance per watt and possibly much lower cost per million tokens, though analysts say these savings might depend on the workload. GPUs offer more flexibility and broader software support, while ASICs like Groq's usually support fewer frameworks. Rapid development of chips may reduce wait times but could raise concerns about long-term support. Measuring all results carefully and keeping tests reproducible is important for fair comparison.

Leaders: Adopt AI for Growth, Not Just Cost Cutting
Business & Ethical AI

Leaders: Adopt AI for Growth, Not Just Cost Cutting

Akshay Cherian suggests that leaders should use AI to help their businesses grow, not just to cut costs or jobs. He warns that focusing only on saving money may increase fear and resistance among employees, while aiming for growth appears to make adoption easier and more successful. Industry data suggests companies are prioritizing productivity and revenue growth when investing in AI. Cherian recommends setting clear, small goals and involving supportive employees early. He argues that treating staff fairly and aiming high may help companies get better and quicker results from AI.

OpenAI unveils GPT-5.6 Sol with restricted government access
AI News & Trends

OpenAI unveils GPT-5.6 Sol with restricted government access

OpenAI launched GPT-5.6 Sol on June 26, 2026, but only about twenty U.S. government-approved partners can use it at first. Most other users, including small businesses and academics, cannot access the model until a later public release, which OpenAI says may happen in the coming weeks. This restriction is described as temporary while security reviews take place, and it may affect how developers plan their projects. Some reports suggest that Sol could be much stronger and more efficient than previous models, but early users cannot confirm these gains yet. OpenAI states it does not want restricted launches to be the usual way forward and plans to release Sol more widely after the review period.

Notion integrates Git-like version control for AI agent work
AI News & Trends

Notion integrates Git-like version control for AI agent work

Notion added Git-like version control for AI agents in 2026, letting teams track, review, and undo every automated action in their workspace. Companies asked for these safety features because many chat agents had to be turned off or rolled back after mistakes, like data leaks or wrong answers. Notion's new tools include clear histories, easy rollback, and the ability to compare different agent versions, which may help with audits and compliance. The service started charging for custom agent automations after May 2026, and this change suggests Notion will keep using a pay-per-use model. Experts say these updates might show that safety and reversibility are becoming standard for business AI tools.