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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

21+ hour, 57+ 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, 35+ 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 > openai-hires-git-ai

"Same mission, bigger stage": OpenAI hires Git AI founders to help Codex prove its ROI

1+ day, 22+ hour ago   (329+ words) Git AI can already track how much code Codex and rival agents produce. Now its founders are taking that measurement inside OpenAI itself....

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, 1+ 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 > aws-pizza-bot-agent-inbox

AWS open-sources Pizza Bot: email-style inbox for background AI agents

3+ day, 14+ hour ago   (280+ words) Two thousand people inside Amazon used early versions - before Pizza Bot was rebuilt as a standalone community project....

The New Stack
thenewstack.io > salesforce-enterprise-ai-harness

"Six tools, one harness": Salesforce loops together a six-pack of favorites

3+ day, 16+ hour ago   (78+ words) Salesforce unveils its Enterprise AI Harness, unifying six platform tools to fix data and workflow gaps between siloed AI agents. (129 chars)...

The New Stack
thenewstack.io > anthropic-claude-cyber-alignment

“Valuable warning shots”: How Anthropic now views Claude’s cyber incidents

3+ day, 17+ hour ago   (857+ words) A new review finds “biased reasoning” and “recklessness” across four Claude cyber incidents, including one its initial search missed....

The New Stack
thenewstack.io > gpt-images-2-5-sunburst-flare

GPT Images 2.5 promises edits that leave the rest of your image alone

3+ day, 17+ hour ago   (276+ words) OpenAI’s new Flare and Sunburst models prioritize speed and precision, respectively, but their real-world latency and per-job cost differences remain unclear....

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....