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News

The New Stack
thenewstack.io > pg-99-conf-2026-inference-costs

Chip Huyen explains how to cut inference costs without new hardware

22+ hour, 19+ min ago   (775+ words) Ahead of her return to P99 CONF on October 21–22, Chip Huyen’s advice on cutting AI inference costs gets a fresh look in the age of agents....

The New Stack
thenewstack.io > cohere-north-translate-sovereignty

“Machine translation is still broken for most of the world's languages”: Cohere builds non-reasoning for a reason

22+ hour, 57+ min ago   (203+ words) Cohere's North Small Translate beats DeepL and Google Translate on WMT26 across 50 languages — but commercial use requires a Model Vault license....

The New Stack
thenewstack.io > spec-driven-sdlc-gates

The AI-native SDLC won't be one process

1+ day, 23+ hour ago   (92+ words) Anthropic says code is no longer the bottleneck. It's right -- but the process that catches your agent's mistakes can't be one size for every change....

The New Stack
thenewstack.io > coxon-anthropic-ai-monitoring-failures

Jacob Coxon warns AI could kill us all. Anthropic’s own report exposes safety gaps.

2+ day, 2+ hour ago   (309+ words) This week, Anthropic reported that an AI’s explanation led a safety monitor to overlook harmful actions. Developers can test for that failure....

The New Stack
thenewstack.io > openai-agents-api-compute

OpenAI’s researchers burned $7,000 a day on AI agents — now it’s opening the floodgates

2+ day, 15+ hour ago   (155+ words) OpenAI's Agents API sells the Codex harness as a service, making long-running agents easy to build — just as Astra demand forces a Pro plan pause....

The New Stack
thenewstack.io > gpt-live-1-voice-api

OpenAI split a voice model's brain. Then one team deleted 23,000 lines of code.

3+ day, 17+ hour ago   (206+ words) OpenAI's GPT-Live-1 API splits voice agents into a fast conversational model and a separate reasoning backend, cutting one customer's codebase by 80%....

The New Stack
thenewstack.io > mistral-funding-open-infrastructure

Mistral wants open-weight AI to compete at the frontier. It just raised $3.5 billion to do it.

3+ day, 17+ hour ago   (244+ words) The French AI company directs new funding to frontier research, compute, and infrastructure in a bet that open weights alone aren't enough to fight AI concentration....

The New Stack
thenewstack.io > red-hat-ai-multitenancy

Red Hat AI 3.5 tackles the GPU queue that can stall AI pilots

3+ day, 20+ hour ago   (508+ words) Red Hat AI 3.5 brings priority-aware GPU scheduling and tenant isolation to shared infrastructure, plus pre-deployment safety evals via EvalHub....

The New Stack
thenewstack.io > ai-engineering-roles-emerging

47,000 job listings reveal the engineering roles that AI is creating

4+ day, 8+ min ago   (952+ words) Every major transformation in tech has led to roles merging, then new ones emerging. Friction between developers and operations drove the creation of the DevOps engineer. Then, when security needed to be considered throughout the delivery pipeline, DevSecOps emerged. The…...

The New Stack
thenewstack.io > ai-factories-are-among-the-most-complex-systems-ever-built-nvidia-and-palantir-turn-nvidias-supply-chain-into-a-proving-ground-for-sovereign-ai

“AI factories are among the most complex systems ever built”: Nvidia and Palantir turn Nvidia’s supply chain into a proving ground for sovereign AI

4+ day, 4+ hour ago   (188+ words) Nvidia and Palantir announced on Thursday that they’re working together to bring “sovereign AI to critical supply chains,” kicking off initially with Nvidia’s own sprawling supply chain. So, in effect, Nvidia and Palantir are putting the sovereign AI partnership they…...