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News

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, 19+ 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-agent-research-bottleneck

AI agents are creating more work, not less — and OpenAI's own numbers back it up

6+ day, 17+ hour ago   (317+ words) OpenAI's agents log 3.1 workdays for every human one, but more hours don't mean faster breakthroughs — and supervision may be the real bottleneck....

The New Stack
thenewstack.io > coding-agents-tool-choice

“Twenty years of brand building simply froze in time”: How coding agents select their tools of choice

1+ week, 38+ min ago   (311+ words) A new study shows Claude Code, Cursor, and Codex pick wildly different tools for the same job - and vendors are racing to influence the choice....

The New Stack
thenewstack.io > building-trust-agentic-rag

Building trust in agentic RAG starts with evidence

1+ week, 1+ day ago   (500+ words) Agentic RAG requires clear evidence. Discover how tracking retrieval decisions, metadata, and citations builds trust in AI agent outputs....

The New Stack
thenewstack.io > unicode-ascii-smuggling-ai-pipelines

Microsoft built a prompt injection detector. Then it caught a phishing campaign instead.

1+ week, 2+ day ago   (249+ words) Attackers are inserting invisible Unicode tag characters into phishing emails at massive scale. The same trick can break AI agent pipelines that ingest untrusted text....

The New Stack
thenewstack.io > gpt6-astra-developer-access-delayed

"Sorry for the messy rollout": OpenAI launched GPT-6 Astra, but developers are locked out

1+ week, 2+ day ago   (29+ words) OpenAI launched GPT-6 Astra but most developers still can't access the API. Here's what went wrong with the rollout and when broad access may arrive....

The New Stack
thenewstack.io > nvidia-pair-local-inference

Nvidia PAIR lets you put your idle Macs and PCs to work for AI agents

1+ week, 3+ day ago   (311+ words) Idle Macs and PCs can take on your agents' model requests. Nvidia's PAIR routes work through Ollama or LM Studio while each model runs on one machine....

The New Stack
thenewstack.io > muse-spark-1-3-gemini

“Google was ahead only a few hours”: Muse Spark 1.3 edges out Gemini as Meta claims its biggest coding leap yet

1+ week, 3+ day ago   (682+ words) ...

The New Stack
thenewstack.io > astra-api-safety-stops

Your next OpenAI API timeout might not be a timeout at all

1+ week, 4+ day ago   (232+ words) OpenAI says Astra's safety monitors can stop API jobs mid-run, even on legitimate work. What developers need to know before the system card drops....

The New Stack
thenewstack.io > shai-hulud-pipeline-security

Shai-Hulud: Whoever controls your package registry controls your pipeline

1+ week, 6+ day ago   (20+ words) Learn how the Shai-Hulud worm targets package registries and how to protect your software pipeline from automated supply chain attacks....