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Google Signs Canada’s Data-Centre Principles, Pledges to Cover...GPT-6 Astra Hits 99.9% on ARC-AGI-3, but Scores 62.7% in a Shar...Crusoe Signs Reported $13 Billion, Five-Year AI Cloud Deal With...Microsoft Releases MAI-Transcribe-2 at 10 Cents an HourxAI Opens Grok Bot to Enterprises With Controls for Autonomous...Meta Lawsuit Adds Bystanders Who Say AI Glasses Recorded Them W...Google Signs Canada’s Data-Centre Principles, Pledges to Cover...GPT-6 Astra Hits 99.9% on ARC-AGI-3, but Scores 62.7% in a Shar...Crusoe Signs Reported $13 Billion, Five-Year AI Cloud Deal With...Microsoft Releases MAI-Transcribe-2 at 10 Cents an HourxAI Opens Grok Bot to Enterprises With Controls for Autonomous...Meta Lawsuit Adds Bystanders Who Say AI Glasses Recorded Them W...

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Showing 1-9 of 9Results matching "Scale AI"

Earlier this week

3 stories
Open releaseTools

AWS Publishes Jamf’s Bedrock Budget Gate, Restricting Premium Models at 80% Spend

The open sample makes AI cost controls more operational: developers can keep working on a cheaper model, while premium access is automatically narrowed as each person approaches a daily limit. A developer who reaches a daily AI budget does not have to lose access to Amazon Bedrock entirely. The system is designed for a cost problem that arrives at the level of user behavior, not provisioned infrastructure.

4 min readRead story
Open releaseTools

Tailscale Releases Tailcat for Encrypted Machine Links Without Accounts or Admins

The new open-source utility makes Tailscale’s connection layer available to isolated and short-lived systems, but leaves token sharing, access decisions and reliable fallback infrastructure outside the tool. Tailscale has released Tailcat, an open-source Go package and command-line tool that creates encrypted connections between two machines without accounts, logins, administrators or a control plane.

2 min readRead story

Last week

2 stories
BenchmarkTools

Perplexity Search API Sweeps Artificial Analysis Test, but Medium Context Wins

The result gives developers a concrete retrieval-quality lead to test, while showing that sending an agent more page text is not automatically the best route to better answers. Perplexity ’s Search API occupied the top three positions in Artificial Analysis’ Search Index, with its medium-context setting scoring 80. Search APIs give an AI agent web results and extracted page material to reason over.

3 min readRead story
Enterprise adoptionTools

GoDaddy Moves BI to Amazon Quick, Cuts Dashboards to Under 2,500 and Loads Under 5 Seconds

The company did more than change reporting software: it retired redundant dashboards, standardized the data path, and moved recurring analysis into AI-assisted flows. Its claimed time savings remain company estimates. GoDaddy has completed a roughly two-year migration from its legacy business-intelligence tool to Amazon Quick Sight, which became Amazon Quick in October 2025.

2 min readRead story

August 2026

4 stories
Open releaseTools

Georgia Tech’s IPO-Mine Organizes IPO Filings; Models Can Disagree With Experts on Charts

The accompanying preprint finds IPO prose is becoming more uniform while charts and infographics grow more varied, making visual review a rising constraint on automated disclosure analysis. Georgia Tech’s Financial Services Innovation Lab has developed IPO-Mine, an open-source toolkit and dataset for long, multimodal IPO documents. IPO filings are disclosures submitted to the U.S.

3 min readRead story
BenchmarkTools

LinkedIn Measures AI Code Review Against Merged Code

The company’s reported acceptance rate is a useful outcome measure, but the more transferable design is a controllable review pipeline: local rules, pre-posting filters and infrastructure built for monitoring. LinkedIn has built a multi-agent AI code-review platform that evaluates suggestions against the code that ultimately gets merged. LinkedIn reported that 63.9% of suggestions in that evaluation were accepted.

2 min readRead story