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GitLab Raises Outlook as Flex Draws $20 Million in Early Commitments

The stronger quarter gives GitLab early proof that customers will commit to flexible AI-tool spending. The next test is whether those commitments become durable usage and recognized revenue.

2 min

Earlier this week

7 stories

YesterdayBusiness

Enterprise adoption Business

GE Appliances Deploys 800 AI Agents, Reports 25% Fewer Back Orders

The deployment puts Gemini Enterprise into manufacturing, warehouse, logistics and supply-chain work. GE Appliances has disclosed a measurable result for one supplier workflow, but not for the full agent network.

2 min

Sep 2, 2026Models

Models

Cohere Urges Enterprises to Match AI Model Size to Each Task

The company’s new guidance treats model selection as an operating decision: use compact systems for bounded work where lower compute and flexible deployment matter, while retaining larger models where the task requires them.

2 min

Sep 2, 2026Products

Launch Products

AWS Makes Its Contact-Center AI Designer Generally Available With Rules Beside the Model

The product separates flexible conversation from fixed decisions such as identity checks and eligibility, while linking voice calls to on-screen choices and preserving context during a transfer.

3 min

Sep 1, 2026Models

Benchmark Models

GPT-5 and Gemini-3 Recovered Up to 65% of Missed Facts by Thinking Longer

The Google Research and Technion benchmark shifts the diagnosis for some factual errors from missing training data to unreliable access—while leaving open whether the result holds beyond Wikipedia facts.

3 min

Sep 1, 2026Infrastructure

Regulation Infrastructure

Nvidia and AI Infrastructure Executives Push Grid Rules After 3,100-MW Demand Drop

The industry proposal would make data centers earn faster, better interconnection terms by staying connected through faults, reducing demand in stressed periods and adding shared power infrastructure.

3 min

Aug 31, 2026Infrastructure

Enterprise adoption Infrastructure

Google Selects 28 AI Energy Startups for Grid and Data-Center Power Accelerator

The cohort spans software that manages electricity demand and grid capacity, alongside tools for storage, renewable assets and faster power connections. The near-term test is whether technical support helps those products scale beyond their stated use cases.

4 min

Aug 31, 2026Products

Pricing change Products

Google Sets Gemini Notebook Limits by Task Complexity, With Five-Hour Resets

The new system changes when capacity returns and what counts against it, while offering alternate outputs and delayed generation when a request exceeds a user’s available compute.

2 min

Last week

10 stories

Aug 30, 2026Products

Launch Products

MIT Maps Julia’s Path to 1 Million Users as JuliaHub Pushes AI Hardware Design

MIT’s new account shows how a language built for scientific computing became the foundation for an AI platform aimed at engineering work. The next question is whether physics-aware agents can translate ambitious design automation into validated industrial results.

3 min

Aug 29, 2026Products

Benchmark Products

Sanctuary AI Puts Its Robot Brain on Existing Machines After a 99.5%-Plus Test

The company is pitching dexterous automation that can fit installed robot systems, but its automotive wire-plugging result has not yet become a production deployment.

3 min

Aug 28, 2026Business

Earnings Business

Salesforce Says Agentforce Passed $1.5B ARR as It Pushes Consumption Into Premium Plans

The earnings-call case for AI is moving beyond pilots: Salesforce is pointing to production customers and repeat credit purchases, while still relying on premium editions and flexible pricing to turn that activity into broader revenue.

3 min

Aug 27, 2026Models

Research Models

MIT Builds PottsMPNN to Model Protein Stability Beyond Native-Sequence Matching

The framework centers protein design on whether a sequence fits a target structure and its energy landscape, rather than whether it resembles the sequence evolution selected.

2 min

Aug 27, 2026Products

Launch Products

ChatGPT Lets Temporary Chats Use Memory, Then Convert Them to Regular Chats

The update separates using established ChatGPT context from keeping a conversation, but saving a session moves it into normal history, memory, and account-level data controls.

3 min

Aug 27, 2026Models

Launch Models

Gemini Omni 1.1 Flash Adds 40-Second Scene Extensions and 4K Finishing Controls

Google is combining continuity controls, lower-cost previews and high-resolution finishing in one video workflow, though its extension and reference windows remain short.

3 min

Aug 26, 2026Infrastructure

Funding Infrastructure

Emerald AI Raises $150M at $1.05B to Make Data Centers Flexible Grid Loads

Its software shifts computing around onsite energy when the grid is strained. The commercial question is whether those promised reductions remain dependable at much larger facilities.

2 min

Aug 26, 2026Models

Open release Models

Perceptron Releases Open-Weight Isaac 0.5 to Span Warehouse Robot Tasks

The startup’s pitch turns on a difficult handoff: translating visual understanding into sequenced work on a factory floor.

2 min

Aug 25, 2026Products

Launch Products

Corti Launches a Governed AI Coding Layer on Denmark’s Gefion Supercomputer

The new service gives enterprises one route into multiple AI models while retaining choices over where workloads run and how coding use is controlled.

3 min

Aug 25, 2026Products

Platform shift Products

Amazon to Close Mechanical Turk Sept. 30, Ending a 21-Year Data-Work Market

The shutdown retires a broad marketplace for digital piecework, leaving dependent businesses to migrate and some workers without a flexible source of income.

3 min

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