Proaction, a fleet management startup, says it has grown sales by 60% after integrating several OpenAI models into its platform. The company used Codex for code generation, GPT-Live-1 for operations, and GPT-6 Astra for platform features, saving over 75 hours of manual work each month. Fleet management is a global market valued at $8.2 billion, and Proaction's results offer a concrete example of AI delivering measurable returns in a specialized industry.
Applied Digital has announced a $3.2 billion AI data center campus in Brookwood, Alabama. The Delta Forge 2 project will occupy roughly 1.26 million square feet across 160 acres, with construction starting October 1, 2026, and completion expected by December 31, 2028. The development is projected to create over 1,000 construction jobs and 101 permanent positions, underscoring the physical infrastructure demands behind the AI expansion.
Akamai co-founder and CEO Tom Leighton has called for guardrails to control AI agents, appearing on Squawk on the Street to discuss the company's multibillion-dollar deal with Anthropic. The conversation highlighted growing concern about the need for oversight as AI agents become more capable and widespread in business applications.
Cybersecurity concerns are mounting on multiple fronts. A Gartner survey found that nearly half of CISOs have been targeted by AI deepfake voice calls designed to steal sensitive information or prompt harmful actions. Separately, a survey by cybersecurity company Kai revealed that 59% of UK CISOs believe attackers currently hold the advantage due to AI, while 67% of respondents take over a week to fix critical vulnerabilities. More than half of security processes remain at least 50% manual, with a lack of trust in automated decisions slowing progress.
On the policy and business front, Omaha residents have been discussing data center regulations as AI infrastructure expands, reflecting growing public concern about local community impacts. Meanwhile, a Federal Reserve Bank of Atlanta report found that 80% of businesses plan to invest more in AI in 2026, though most do not intend to replace frontline workers. Instead, companies are shifting roles from routine clerical tasks to skilled technical positions. Workers remain divided, with 52% worried and 29% excited about AI adoption, while 67% of leaders feel more confident using AI for supply chain decisions.
Key Takeaways
- Proaction grew sales 60% by using OpenAI's Codex, GPT-Live-1, and GPT-6 Astra, saving over 75 hours monthly in fleet management
- Applied Digital is building a $3.2 billion AI data center campus in Brookwood, Alabama, set for completion by end of 2028
- Akamai CEO Tom Leighton called for AI agent guardrails and discussed a multibillion-dollar deal with Anthropic
- Nearly half of CISOs have received AI deepfake voice calls targeting their organizations, per a Gartner survey
- 59% of UK CISOs believe attackers have the advantage due to AI, while 67% take over a week to fix critical vulnerabilities
- Cybersecurity stocks pulled back despite strong AI security demand, with higher valuations making undervalued picks harder to find
- TW3Cast ranked 3rd out of 130 entries on the GIFT-Eval benchmark for time-series forecasting using frozen selection tables and fine-tuned models
- The US-China AI race is being compared to the 1962 Cuban Missile Crisis as a slow-motion crisis that could reshape world order
- 80% of businesses plan to invest more in AI in 2026, with most shifting workers from clerical to skilled technical roles rather than replacing them
- Omaha residents are discussing data center regulations as AI infrastructure growth raises community concerns
Proaction grows sales 60% using OpenAI Codex for fleet tech
Proaction used OpenAI's Codex, GPT-Live-1, and GPT-6 Astra to improve its fleet management platform. The company boosted sales by 60% and saved over 75 hours of work. Codex sped up software development and helped with customer-specific integrations. The results show AI tools can deliver strong business results in specialized industries.
Proaction sees 60% sales jump with OpenAI fleet tools
Fleet management company Proaction reported a 60% sales increase and over 75 hours saved by using OpenAI's AI tools. The improvements came from automating manual tasks like route optimization and data analysis. Fleet management is a global market worth $8.2 billion. Proaction's results offer a real example of measurable returns from AI adoption.
Proaction uses Codex and GPT models to lift sales 60%
Fleet management startup Proaction used three OpenAI models together to drive growth. Codex handled code generation, GPT-Live-1 managed operations, and GPT-6 Astra powered platform features. The company saved over 75 hours monthly and grew sales by 60%. This shows how using multiple AI models across a business can create strong results.
$3.2 billion AI data center campus planned for Brookwood
Applied Digital announced a $3.2 billion AI data center campus in Brookwood, Alabama. The Delta Forge 2 project will sit on about 160 acres and include roughly 1.26 million square feet of data center space. Construction starts October 1, 2026, with completion expected by December 31, 2028. The project will create over 1,000 construction jobs and 101 permanent positions.
Omaha residents discuss data center rules as AI grows
Omaha residents shared their views on data center regulations as AI expansion accelerates. A First Alert 6 investigation generated nationwide attention and led to a proposed policy change in Fremont regarding hiring homeschoolers. The discussion reflects growing public concern about how data centers and AI infrastructure affect local communities.
TW3Cast achieves top ranking in time-series forecasting
TW3Cast is a time-series forecasting system that ranked 3rd out of 130 entries on the GIFT-Eval benchmark. It uses frozen selection tables and lightly fine-tuned foundation models rather than agents or language models. The system employs specialists, quantile blends, and selection tournaments computed on training data. Its best base model alone reached rank 33.8, while the full router achieved rank 19.4. All code and data are publicly released.
Akamai CEO calls for AI agent guardrails
Akamai co-founder and CEO Tom Leighton discussed the need for guardrails to control AI agents. He appeared on Squawk on the Street to talk about the company's multibillion-dollar deal with Anthropic. He explained how the deal will benefit Akamai's business. The conversation highlighted growing concerns about AI agent regulation.
Nearly half of CISOs targeted by AI deepfake voice calls
A Gartner survey found that nearly half of CISOs have received AI deepfake voice calls designed to trick them. These calls try to steal sensitive information or prompt harmful actions. Experts recommend watching for inconsistencies in tone, pace, and language. CISOs should verify suspicious calls by contacting the caller's supervisor or HR department. Staying cautious helps protect organizations from social engineering attacks.
Cybersecurity stocks pull back despite strong AI security demand
Cybersecurity stocks are retreating after an early-week surge driven by growing AI safety concerns. Analysts say demand for AI-powered security solutions remains strong as cybersecurity needs increase. However, higher valuations make it harder to find undervalued stocks in the sector. Long-term prospects remain positive due to rising reliance on AI and emerging technologies. Investors must carefully balance risks and rewards amid market volatility.
UK CISOs say attackers hold AI advantage over defenders
A survey by cybersecurity company Kai found that 59% of UK CISOs believe attackers have the advantage due to AI. At the same time, 94% say their organizations are prepared to exploit AI-driven vulnerabilities. The study revealed that 67% of respondents take over a week to fix critical vulnerabilities. More than half of security processes remain at least 50% manual. A lack of trust in automated decisions is a major barrier to faster security operations.
2026 AI race compared to 1962 Cuban Missile Crisis
The article compares the current US-China AI race to the 1962 Cuban Missile Crisis. President Trump wants to speed up the AI race, similar to how President Kennedy and Soviet Premier Khrushchev handled nuclear tensions. The AI race is described as a slow-motion crisis that could change the world order. The world watches as the US and China compete in technology and values.
Retail and supply chain leaders balance AI and workers
A report from the Federal Reserve Bank of Atlanta says 80 percent of businesses plan to invest more in AI in 2026. Most companies do not plan to replace frontline workers but will shift jobs from routine clerical tasks to skilled technical roles. Workers show mixed feelings, with 52 percent worried and 29 percent excited about AI use. Leaders also report that 67 percent feel more confident using AI for supply chain decisions.
Sources
- Proaction Boosts Sales 60% Using OpenAI's Codex for Fleet Tech
- Proaction Boosts Sales 60% Using OpenAI's Fleet Management AI
- Proaction Boosts Sales 60% Using OpenAI's Codex and GPT Models
- $3.2 Billion AI Data Center Campus Announced in Brookwood
- Omaha residents talk data center regulations amid rapid AI expansion
- TW3Cast: A Frozen Router of Lightly Fine-Tuned Foundation Models for Time-Series Forecasting on GIFT-Eval, Selected Entirely on the Training Split
- Akamai CEO Tom Leighton: We need to develop guardrails to keep AI agents in line
- Nearly half of CISOs have been hit by AI deepfake voice calls – here's how to spot the tell-tale signs you're being scammed
- Cybersecurity Stocks Pare Early-Week Gains — Analysts See AI Security Demand Building, But Valuations Raise The Bar
- 59% of UK CISOs Say Attackers Have the AI Advantage
- Comparing 2026 AI race to 1962 Cuban Missile Crisis
- How Retail and Supply Chain Leaders Are Balancing AI and Labor
Comments
Please log in to post a comment.