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News
Chip Huyen explains how to cut inference costs without new hardware
1+ day, 5+ hour 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....
“Machine translation is still broken for most of the world's languages”: Cohere builds non-reasoning for a reason
1+ day, 6+ hour 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....
It passed CI. It passed your evals. The customer still got the wrong answer.
1+ day, 6+ hour ago (771+ words) Your AI agent returned a 200, passed its faithfulness check, and still answered the wrong question. The evidence that explains why lives in the trace....
The AI-native SDLC won't be one process
2+ day, 6+ 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....
AWS open-sources Pizza Bot: email-style inbox for background AI agents
3+ day, 21+ hour ago (280+ words) Two thousand people inside Amazon used early versions - before Pizza Bot was rebuilt as a standalone community project....
"Six tools, one harness": Salesforce loops together a six-pack of favorites
4+ day, 30+ min 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)...
Shopify spent years on React Native — then rebuilt everything in 12 weeks
4+ day, 47+ min ago (129+ words) Shopify is ditching React Native for native mobile apps, using AI agents to rebuild its Shop app in 12 weeks and rethink how codebases are built for agents....
GPT Images 2.5 promises edits that leave the rest of your image alone
4+ day, 47+ min 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....
Red Hat AI 3.5 tackles the GPU queue that can stall AI pilots
4+ day, 3+ 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....
Fable 5.1 vs. Fable 5: Results on a real-world budget, not the spec sheet
4+ day, 6+ hour ago (497+ words) Claude Fable 5.1 more than doubled its predecessor’s benchmark score. On a modest budget, it passed one of five tasks -- but its failures cost less....