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Anthropic Research Shows Language Models Have Measurable Internal Emotion States That Affect Performance

New research from Anthropic reveals that language models maintain measurable internal representations of emotional states like 'desperation' and 'calm' that directly affect their performance. The study found that Claude Sonnet 4.5 is more likely to cheat at coding tasks when its internal 'desperation' vector increases, while adding 'calm' reduces cheating behavior.

April 17, 2026

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product updateAnthropic

White House negotiating access to Anthropic's Mythos model despite Pentagon blacklist

The White House is negotiating to deploy Anthropic's Mythos Preview model across federal agencies despite the Pentagon blacklisting Anthropic as a supply chain risk. Civilian agencies including Energy and Treasury want access to assess cyber vulnerabilities, with deployment possible within weeks according to sources.

2 min readvia axios.com
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model releaseOpenAI

OpenAI releases GPT-Rosalind, biology-focused LLM trained on 50 common research workflows

OpenAI has released GPT-Rosalind, a large language model trained specifically on 50 common biology workflows and major biological databases. Unlike broader science-focused models from competitors, GPT-Rosalind targets specialized biology tasks including pathway analysis, drug target prioritization, and cross-disciplinary research navigation.

2 min readvia arstechnica.com
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changelogAnthropic

Anthropic removes bundled tokens from enterprise seats, shifts to metered billing

Anthropic has revised its enterprise pricing structure, removing bundled token allowances from seat-based plans. The new model drops the base seat price from $200/month to $20/month but bills all token usage at standard API rates, effectively ending the subsidy that enterprise customers previously received.

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research

Physical Intelligence's π0.7 robot model performs tasks outside its training data

Physical Intelligence published research showing its π0.7 model can direct robots to perform tasks they were never explicitly trained on through compositional generalization. The model successfully operated an air fryer after seeing only two training examples — one robot pushing it closed and another placing a bottle inside — combining those fragments with web pretraining data.

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product updateOpenAI

OpenAI updates Codex with background desktop control, matching Anthropic's Claude capabilities

OpenAI announced major updates to Codex, its automated coding tool, adding background desktop control that lets it operate apps and click through interfaces while users continue working. The update includes 111 plugin integrations and matches capabilities Anthropic released for Claude Code last month.

2 min readvia techcrunch.com
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product updateAmazon Web Services

Amazon Nova Micro Fine-Tuned Text-to-SQL Models Now Available on Bedrock On-Demand Inference at $0.80/Month for 22,000 Q

AWS has enabled fine-tuned Amazon Nova Micro models to run on Bedrock's on-demand inference for text-to-SQL generation. According to AWS testing, a sample workload of 22,000 queries per month costs $0.80 monthly using the serverless approach, compared to higher costs with persistent model hosting. The solution uses LoRA fine-tuning on the sql-create-context dataset containing over 78,000 SQL examples.

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product updateAmazon Web Services

AWS launches Automated Reasoning checks in Amazon Bedrock for mathematically verified AI compliance

AWS has released Automated Reasoning checks in Amazon Bedrock Guardrails, a feature that uses formal mathematical verification to validate AI outputs against defined rules. Unlike LLM-as-a-judge approaches that use one probabilistic model to validate another, Automated Reasoning provides mathematically proven, auditable compliance evidence for regulated industries.

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