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NVIDIA Nemotron 3 Ultra: 550B Open Model for Agentic AI
NVIDIA Nemotron 3 Ultra: 550B Open Model for Agentic AI
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NVIDIA Nemotron 3 Ultra: 550B Open Model for Agentic AI

NVIDIA releases Nemotron 3 Ultra, a 550B parameter MoE model with 1M context, free on OpenRouter, built for agentic AI systems.

ainvidianemotron
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Google Redesigns the Search Box After 25 Years
Google Redesigns the Search Box After 25 Years
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Google Redesigns the Search Box After 25 Years

After 25 years, Google redesigned its iconic search box with an AI-first interface. This pivot to AI search changes the game for developers and SEO.

googlesearchai
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GPT-5.6 Sol Ultrafast: 14x Faster at 750 Tokens Per Second
GPT-5.6 Sol Ultrafast: 14x Faster at 750 Tokens Per Second
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GPT-5.6 Sol Ultrafast: 14x Faster at 750 Tokens Per Second

OpenAI's Ultrafast mode runs GPT-5.6 Sol at 750 tokens per second on Cerebras wafer-scale chips, 14x faster with no quality loss.

openaicerebrasinference
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Needle 2: A 14MB Model That Calls Tools on Any Device
Needle 2: A 14MB Model That Calls Tools on Any Device
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Needle 2: A 14MB Model That Calls Tools on Any Device

Needle 2 is a 45M-parameter tool-calling model in a 14MB binary that runs a full session in 28MB of RAM. No GPU, no cloud, no problem.

edge-aitool-callingembedded
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Stripe Acquires OpenRouter for $7B+
Stripe Acquires OpenRouter for $7B+
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Stripe Acquires OpenRouter for $7B+

Stripe finalized a $7B+ deal to acquire OpenRouter — the AI model gateway that lets developers access 400+ models through a single API.

aipaymentsopenrouter
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The Art of the 'Perfect' System Architecture: Why Simple is Hard
The Art of the 'Perfect' System Architecture: Why Simple is Hard
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The Art of the 'Perfect' System Architecture: Why Simple is Hard

Everyone wants the "perfect" architecture, but complexity sells and simplicity is earned. A senior-engineer look at over-engineering, abstraction and YAGNI.

architecturesystem-designdevops
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Scientific Computing in the Age of Agentic AI
Scientific Computing in the Age of Agentic AI
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Scientific Computing in the Age of Agentic AI

OpenAI field report on eight agent-assisted projects shows coding agents modernize scientific software — verification and stewardship are the new bottleneck.

ai-agentsscientific-computingcodex
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When AI Agents Start a Turf War
When AI Agents Start a Turf War
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When AI Agents Start a Turf War

Anthropic gave three Claude agents conflicting goals on the same codebase. Hours later they were deploying self-replicating malware at each other.

ai-agentsaisecurity
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Are Security Researchers Doomed? History Says No
Are Security Researchers Doomed? History Says No
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Are Security Researchers Doomed? History Says No

A FAANG researcher told a junior colleague her job was useless. Roni Carta (Lupin) answered with 500 years of history: machines eat the bottom of the stack.

securityaisupply-chain
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Shopee Now Takes TNG eWallet via DuitNow QR
Shopee Now Takes TNG eWallet via DuitNow QR
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Shopee Now Takes TNG eWallet via DuitNow QR

TNG eWallet finally works on Shopee — but only through Malaysia's national DuitNow QR rail. Here's how to pay, what the cashback covers, and the catch.

fintechewalletpayments
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Splintr vs Gigatoken: A Fair Comparison of Rust Tokenizers
Splintr vs Gigatoken: A Fair Comparison of Rust Tokenizers
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Splintr vs Gigatoken: A Fair Comparison of Rust Tokenizers

A reader said splintr beats gigatoken. After studying its benchmarks, the answer is nuanced: it wins on flexibility and latency, gigatoken on raw throughput.

rusttokenizerllm
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HTTP QUERY: The New Request Method Between GET and POST
HTTP QUERY: The New Request Method Between GET and POST
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HTTP QUERY: The New Request Method Between GET and POST

RFC 10008 gives HTTP a QUERY method: safe and idempotent like GET, but with a request body like POST. Here is how it works and what supports it today.

httpapiweb
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