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Pulse · itp.net

itp.net · Nov 6

What it Takes to Deliver Real Returns on Enterprise AI Investments

Pulse · pcworld.com

pcworld.com · Nov 6

Big AI is about to get a big reality check

Already, big AI seems to have gotten the message. OpenAI just announced a new "blueprint" for its AI data center construction policies, pledging to reduce power usage while also putting limits on NDAs for public officials. I expect we'll see more of the same from other top AI providers, as they navigate the new political reality in Washington.

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Top picks this weekarXiv

arXiv

Nov 4

Multi-step SWE: Can Coding Agents Keep Building on Their Own Code Over Long Horizons?

AI Long-horizon benchmark for coding agents building on their own code.

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All arXiv Hugging Face GitHub Hacker News

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GitHub

Aug 10

nat-nischw/AMLworld-Compact

AMLworld-Compact: Importance-Weighted Downsampling for Cost-Effective LLM Evaluation and Error Diagnosis, preprint: https://arxiv.org/abs/2610.13627

zion-sati/NetWasm

Compile C# and .NET CIL to small standalone Wasm with WASI (AOT with built-in Runtime and Precise GC)

This week in Evals

This week

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Today's trail

What it Takes to Deliver Real Returns on Enterprise AI Investments

Big AI is about to get a big reality check

Pulse

Multi-step SWE: Can Coding Agents Keep Building on Their Own Code Over Long Horizons?

KKKKhazix/agent-autoloop

Astra can read and write weights to improve Qwen

Anthropic's $1.5 trillion IPO hits resistance as investors balk at valuation

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nat-nischw/AMLworld-Compact

zion-sati/NetWasm

GVCLab/SketchDirector

SJTU-DENG-Lab/WaveForcing

Today's trail

Rising tools

This week in Evals

Multi-step SWE: Can Coding Agents Keep Building on Their Own Code Over Long Horizons?

KKKKhazix/agent-autoloop

Astra can read and write weights to improve Qwen

Anthropic's $1.5 trillion IPO hits resistance as investors balk at valuation

What it Takes to Deliver Real Returns on Enterprise AI Investments

Big AI is about to get a big reality check

moonshotai/Kimi-K3.1-Pro

The $400 Aina smart ring comes with a tiny display to manage your AI agents

Snowflake launches AI Agent innovations to power the Agentic Enterprise at Expedition 2026

Week 45: Asian Startup Funding Hits $573.5 Million as aSand.ai Leads

Nvidia H200 chips pile up in Hong Kong as Beijing holds back, Reuters says

Nvidia Boosts Chip Tracking in Southeast Asia to Fight Smuggling

Why AI Agents Need the Same Guardrails as Human Workers

Week 45: Africa and Middle East Startup Funding Led by Sentra

Open-Source Module Adds Ethernet To Pico And ESP32

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nat-nischw/AMLworld-Compact

zion-sati/NetWasm

GVCLab/SketchDirector

SJTU-DENG-Lab/WaveForcing