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Today's must-reads

Agents

Why replacing staff with AI backfires - and 5 ways smart leaders generate real value instead

Three-quarters of organizations have found AI layoffs cost more than they saved, and as many as nine in 10 companies would rethink them given the chance.

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  • Three-quarters of organizations have found AI layoffs cost more than they saved, and as many as nine in 10 companies would rethink them given the chance.
In-site article

Debates over AI consciousness are a trap

“Runaway” AI, “rogue” agents, and “autonomous” actors—the current rhetoric would have you believe that AI agents are not only awake and aware, but angry at their creators. Prominent tech leaders such as Demis Hassabis,…

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  • “Runaway” AI, “rogue” agents, and “autonomous” actors—the current rhetoric would have you believe that AI agents are not only awake and aware, but angry at their creators. Promine…
In-site article

Test Agent Changes with LangSmith Preview Builds

Preview Builds let teams test pull request branches in temporary, production-like LangSmith deployments before merging agent changes.

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  • Preview Builds let teams test pull request branches in temporary, production-like LangSmith deployments before merging agent changes.
In-site article

Authoring Dogwood policies from natural language in Amazon Bedrock AgentCore

AI agents can take actions that do not match your organization's policies. Policy in Amazon Bedrock AgentCore lets teams enforce controls across agents, now including time-based constraints. This post shows how Policy Authoring turns natural-language policy documents into correct Dogwood policies, with worked examples and best practices.

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  • AI agents can take actions that do not match your organization's policies. Policy in Amazon Bedrock AgentCore lets teams enforce controls across agents, now including time-based c…
In-site article

Scaling agentic AI: Enterprise patterns without vendor lock-in

Scaling agentic AI across an enterprise requires patterns that preserve flexibility while avoiding vendor lock-in. In this second post of our multi-agent series, we examine how ML teams operate many agentic AI systems across a multi-everything environment of frameworks, models, and providers, and the principles that let those systems scale together.

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  • Scaling agentic AI across an enterprise requires patterns that preserve flexibility while avoiding vendor lock-in. In this second post of our multi-agent series, we examine how ML…
In-site article
Chips

OpenRouter called itself the “Stripe for LLMs” — now Stripe’s swooped in to buy it

After weeks of speculation, fintech giant Stripe has confirmed that it’s tabled a bid for AI model gateway platform OpenRouter, The post OpenRouter called itself the “Stripe for LLMs” — now Stripe’s swooped in to buy it appeared first on The New Stack.

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  • After weeks of speculation, fintech giant Stripe has confirmed that it’s tabled a bid for AI model gateway platform OpenRouter, The post OpenRouter called itself the “Stripe for L…
In-site article

Show HN: Mapping where a quadruped RL policy fails, with a live probe

Map the Failure Boundary August 19, 2026 Traditional software relies on unit tests. Non-deterministic AI, from LLM agents to RL policies, relies on static benchmarks and single-trajectory evaluations. But knowing a syst…

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  • Map the Failure Boundary August 19, 2026 Traditional software relies on unit tests. Non-deterministic AI, from LLM agents to RL policies, relies on static benchmarks and single-tr…
In-site article

AI at Home Part 2: Multi-GPU Drifting

AI At Home Part 2: Multi GPU Drifting No, We Have AI At Home Chapter 2: Multi-GPU Drifting August 20 2026 In the last chapter I built a ridiculous home server out of e-waste-grade GPUs to run AI language models. Here, I…

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  • AI At Home Part 2: Multi GPU Drifting No, We Have AI At Home Chapter 2: Multi-GPU Drifting August 20 2026 In the last chapter I built a ridiculous home server out of e-waste-grade…
In-site article
Tools

Wispr Flow is better than your device's built-in voice text tool - how to try it for free

Designed for Windows, MacOS, iOS, and Android, Wispr Flow is a pleasure to use compared with other voice dictation apps. Here's how.

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  • Designed for Windows, MacOS, iOS, and Android, Wispr Flow is a pleasure to use compared with other voice dictation apps. Here's how.
In-site article
Policy

Japan to require AI firms to disclose training data

A government panel Tuesday broadly approved a plan to adopt what is known as a “principle code” for generative artificial intelligence businesses to protect intellectual property rights by urging firms to disclose their…

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  • A government panel Tuesday broadly approved a plan to adopt what is known as a “principle code” for generative artificial intelligence businesses to protect intellectual property…
In-site article
Other updates (7)
Chips

The LG C6 OLED TV is one of the most impressive TVs I've tested year - and it's on sale

The LG C6 OLED is one of my favorite TVs of 2026, with excellent color accuracy and picture quality - especially for this deal with free wall mounting and a free $200 gift card.

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  • The LG C6 OLED is one of my favorite TVs of 2026, with excellent color accuracy and picture quality - especially for this deal with free wall mounting and a free $200 gift card.
In-site article

AWS vector solutions: Build agentic AI where your data lives

AWS offers a broad portfolio of vector search built directly into the databases and storage services you already use, with no standalone vector database or data migration required. This post covers six purpose-built services, a decision framework for choosing the right engine, and customer proof points for each.

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  • AWS offers a broad portfolio of vector search built directly into the databases and storage services you already use, with no standalone vector database or data migration required…
In-site article

Broadening access to Skala creates a faster path to predictive DFT

Skala 1.1, the updated deep-learning exchange-correlation functional from Microsoft Research, provides greater accuracy, expanded accessibility across the computational chemistry ecosystem, and a living benchmark to track computational performance. The post Broadening access to Skala creates a faster path to predictive DFT appeared first on Microsoft Research.

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  • Skala 1.1, the updated deep-learning exchange-correlation functional from Microsoft Research, provides greater accuracy, expanded accessibility across the computational chemistry…
In-site article
Agents

Scaling cloud migrations with agentic AI on Amazon Bedrock AgentCore

Learn how AWS Professional Services uses a multi-agent framework built on Amazon Bedrock AgentCore to automate enterprise cloud migrations end to end. Purpose-built AI agents handle discovery, infrastructure as code generation, portfolio governance, and post-migration operations, reducing IaC development time from weeks to minutes.

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  • Learn how AWS Professional Services uses a multi-agent framework built on Amazon Bedrock AgentCore to automate enterprise cloud migrations end to end. Purpose-built AI agents hand…
In-site article

Salesforce introduces Slack Code to bring agentic team coding into the open

Salesforce Inc. today introduced Slack Code, a new way to interact with coding agents in chat, with the whole team in the loop so everyone can see what’s happening at the conversational level. Coding agents are slowly changing how developers code; they’re also changing how enterprises build software. Salesforce has been pushing the idea that […] The post Salesforce introduces Slack Code to bring agentic team coding into the open appeared first on SiliconANGLE.

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  • Salesforce Inc. today introduced Slack Code, a new way to interact with coding agents in chat, with the whole team in the loop so everyone can see what’s happening at the conversa…
In-site article
Tools

Google will let you tailor your Discover feed using natural language now

If you're not happy with the algorithm on your Discover page, you can now tell Google what you want in your own words.

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  • If you're not happy with the algorithm on your Discover page, you can now tell Google what you want in your own words.
In-site article
Robotics

Roborock Q7 M5+ review: A capable budget robot vacuum that nails the fundamentals

The Q7 M5+ is a strong value robot vacuum for households that want reliable mapping and an auto-empty dock without flagship pricing.

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  • The Q7 M5+ is a strong value robot vacuum for households that want reliable mapping and an auto-empty dock without flagship pricing.