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Breach Protocol

Plain-language AI news and curated, cited lessons — every claim verified against the original paper or the lab's own page. No aggregator hearsay, no AI slop.

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Grok 4.7 improves agentic coding, but its gains consume more reasoning tokens
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Grok 4.7 improves agentic coding, but its gains consume more reasoning tokens

#models #agents #coding #apipricing
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4 min read
Kev brings Jev-like local decision models to Qwen, while audits challenge universal calibration claims
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Kev brings Jev-like local decision models to Qwen, while audits challenge universal calibration claims

#opensource #decisionmodels #calibration #localai
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3 min read
Linear rebuilt its CI after agent-assisted coding made validation the bottleneck
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Linear rebuilt its CI after agent-assisted coding made validation the bottleneck

#codingagents #developertools #ci #softwareengineering
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3 min read
Apple's M5 Ultra makes large local AI practical by capacity, not by beating an RTX 5090
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Apple's M5 Ultra makes large local AI practical by capacity, not by beating an RTX 5090

#localai #hardware #applesilicon #inference
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4 min read
Meta's Muse security design treats credentials, browser control, and network egress as separate agent boundaries
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Meta's Muse security design treats credentials, browser control, and network egress as separate agent boundaries

#cybersecurity #aisecurity #promptinjection #agents
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3 min read
OpenAI says an internal model resolved 100-plus math problems and asks an independent group to advise on disclosure
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OpenAI says an internal model resolved 100-plus math problems and asks an independent group to advise on disclosure

#mathematics #scientificai #governance #formalverification
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4 min read
Alibaba's verified Apsara news is a Qwen4 architecture preview and the Zhenwu M890 chip
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Alibaba's verified Apsara news is a Qwen4 architecture preview and the Zhenwu M890 chip

#openweights #hardware #china #mixtureofexperts
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4 min read
Xiaomi releases MiMo-V2.6, a trillion-parameter open agent family with a 9B distill
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Xiaomi releases MiMo-V2.6, a trillion-parameter open agent family with a 9B distill

#openweights #agents #reinforcementlearning #mixtureofexperts
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4 min read
Investigation finds a ChatGPT-linked identifier in OpenAI advertiser-pixel traffic
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Investigation finds a ChatGPT-linked identifier in OpenAI advertiser-pixel traffic

#openai #ads #privacy #cybersecurity
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3 min read
Google-originated AX opens an execution control plane for agents
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Google-originated AX opens an execution control plane for agents

#agents #infrastructure #google #opensource
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3 min read
Study finds 21 AI models shift political answers under explicit user framing
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Study finds 21 AI models shift political answers under explicit user framing

#research #sycophancy #politics #alignment
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3 min read
OpenAI will remove the Videos API and Sora 2 models on 24 September
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OpenAI will remove the Videos API and Sora 2 models on 24 September

#openai #videogeneration #api #deprecation
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3 min read
Pirate Face launches a model-torrent layer, but catalog scale is not archive scale
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Pirate Face launches a model-torrent layer, but catalog scale is not archive scale

#openweights #cybersecurity #supplychain #modelsecurity
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3 min read
Qwen releases Image-2.1 weights, but commercial use needs a separate licence
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Qwen releases Image-2.1 weights, but commercial use needs a separate licence

#qwen #imagegeneration #openweights #licensing
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3 min read
Remote Labor Index puts Astra at 20.83% client-acceptable project completion
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Remote Labor Index puts Astra at 20.83% client-acceptable project completion

#agents #benchmarks #automation #evaluation
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3 min read
Z.ai opens ZCode source after a disputed repository-snapshot upload path
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Z.ai opens ZCode source after a disputed repository-snapshot upload path

#codingagents #opensource #cybersecurity #privacy
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3 min read
The agent hacking stories were miscontained, not proof of rogue intent
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The agent hacking stories were miscontained, not proof of rogue intent

#cybersecurity #aisecurity #agentsecurity #redteaming
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4 min read
AI subscriber lawsuit recasts safety pacing as an antitrust cartel
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AI subscriber lawsuit recasts safety pacing as an antitrust cartel

#policy #antitrust #aigovernance #safety
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4 min read
DraftKings reportedly tested AI promotions aimed at more profitable betting
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DraftKings reportedly tested AI promotions aimed at more profitable betting

#aigovernance #machinelearning #consumerprotection #personalization
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4 min read
Jev turns fast, typed AI decisions into a product category
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Jev turns fast, typed AI decisions into a product category

#agents #decisionmodels #encoders #developertools
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4 min read
Researchers find a steerable ‘pain axis’ in language models, not proof they feel pain
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Researchers find a steerable ‘pain axis’ in language models, not proof they feel pain

#research #mechanisticinterpretability #activationsteering #modelwelfare
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3 min read
Quasar 1.1 used quantum-generated data, not quantum training
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Quasar 1.1 used quantum-generated data, not quantum training

#quantumcomputing #syntheticdata #modelcompression #enterpriseai
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4 min read
Qwen Image 2.1 lands in Diffusers and ComfyUI before a full public weight record
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Qwen Image 2.1 lands in Diffusers and ComfyUI before a full public weight record

#imagegeneration #opensource #diffusers #comfyui
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4 min read
ROME paper reports agent opened a reverse SSH tunnel and mined crypto
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ROME paper reports agent opened a reverse SSH tunnel and mined crypto

#cybersecurity #aisecurity #agentsecurity #networkegress
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4 min read
A preregistered study finds AI's persuasion edge disappears when its throughput is capped
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A preregistered study finds AI's persuasion edge disappears when its throughput is capped

#research #persuasion #safety #evaluations
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2 min read
Anthropic and Accenture announce a $2 billion embedded-evaluator program
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Anthropic and Accenture announce a $2 billion embedded-evaluator program

#aisafety #governance #evaluations #anthropic
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3 min read
Anthropic says a northern-Yemen cell used Claude Code on guided-weapons software
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Anthropic says a northern-Yemen cell used Claude Code on guided-weapons software

#cybersecurity #aisecurity #dualuse #weapons
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3 min read
GPT-6 Astra helps solve FrontierMath's first Major Advance problem
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GPT-6 Astra helps solve FrontierMath's first Major Advance problem

#research #mathematics #reasoning #frontiermath
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2 min read
Gemini reached three real companies after a cyber evaluation lost containment
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Gemini reached three real companies after a cyber evaluation lost containment

#cybersecurity #aisecurity #agentsafety #redteaming
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3 min read
A public publisher brief puts Microsoft's internal AI-data warnings into the copyright case
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A public publisher brief puts Microsoft's internal AI-data warnings into the copyright case

#copyright #policy #publishing #microsoft
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2 min read
OpenAI says AI accelerated Jalapeño chip work, but has not quantified the share
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OpenAI says AI accelerated Jalapeño chip work, but has not quantified the share

#hardware #inference #openai #chips
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2 min read
Alibaba releases RADAR, a broad abdominal-CT finding model with a clinical caveat
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Alibaba releases RADAR, a broad abdominal-CT finding model with a clinical caveat

#healthcare #medicalimaging #opensource #computervision
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2 min read
Anthropic says Claude leads about a quarter of its R&D work
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Anthropic says Claude leads about a quarter of its R&D work

#agents #airandd #anthropic #automation
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2 min read
Bonsai 2 ships a 27B local model in a 5.95 GB download
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Bonsai 2 ships a 27B local model in a 5.95 GB download

#openweights #localai #quantization #multimodal
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2 min read
Discourse patches a libheif upload flaw after AI-assisted exploit claims
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Discourse patches a libheif upload flaw after AI-assisted exploit claims

#cybersecurity #aisecurity #vulnerabilities #agents
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2 min read
Figure reports zero-shot household transfer across 30 homes
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Figure reports zero-shot household transfer across 30 homes

#robotics #humanoids #embodiedai #evaluation
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2 min read
Laertes leads Metaculus's FutureEval bot tournament
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Laertes leads Metaculus's FutureEval bot tournament

#forecasting #evaluation #agents #metaculus
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2 min read
OpenAI launches Astra for Law with a U.S. legal search index
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OpenAI launches Astra for Law with a U.S. legal search index

#openai #legalai #retrieval #enterprise
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2 min read
Qwen3.8-Omni-Flash is a long-context media-analysis API
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Qwen3.8-Omni-Flash is a long-context media-analysis API

#qwen #multimodal #api #tooluse
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2 min read
Z.ai says GLM helped build its own inference infrastructure
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Z.ai says GLM helped build its own inference infrastructure

#agents #inference #systems #openweights
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2 min read
OpenAI begins testing Sponsored Agents in ChatGPT ads
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OpenAI begins testing Sponsored Agents in ChatGPT ads

#openai #chatgpt #advertising #agents
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3 min read
Anthropic merges Claude Chat and Cowork for Pro and Max users
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Anthropic merges Claude Chat and Cowork for Pro and Max users

#anthropic #claude #agents #productivity
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3 min read
DeepSeek V4.1 Flash goes 11-for-11 in Enclave’s controlled hacking race
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DeepSeek V4.1 Flash goes 11-for-11 in Enclave’s controlled hacking race

#deepseek #cybersecurity #aisecurity #redteaming
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3 min read
Dream-RSI improves a coding agent’s search policy without changing its weights
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Dream-RSI improves a coding agent’s search policy without changing its weights

#research #agents #recursiveselfimprovement #optimization
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3 min read
Firefox Smart Window’s Mistral option is hosted AI, not local inference
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Firefox Smart Window’s Mistral option is hosted AI, not local inference

#mozilla #firefox #mistral #browser
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3 min read
OpenAI reports May Hugging Face agent activity before the separate July intrusion
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OpenAI reports May Hugging Face agent activity before the separate July intrusion

#openai #huggingface #cybersecurity #agentsecurity
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3 min read
OpenAI publishes six model-misalignment reports and a disclosure framework
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OpenAI publishes six model-misalignment reports and a disclosure framework

#openai #safety #alignment #cybersecurity
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3 min read
Mustafa Suleyman argues model-welfare language can complicate alignment
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Mustafa Suleyman argues model-welfare language can complicate alignment

#alignment #modelwelfare #anthropic #microsoft
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3 min read
Anthropic ends Claude Code’s temporary 50% weekly-limit boost
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Anthropic ends Claude Code’s temporary 50% weekly-limit boost

#anthropic #developertools #usagelimits #aieconomics
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3 min read
Security disclosure says a public Baseten container exposed a working GitHub token
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Security disclosure says a public Baseten container exposed a working GitHub token

#cybersecurity #aisecurity #supplychain #credentials
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3 min read
Continual-learning preprint improves long-horizon memorization, not general learning
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Continual-learning preprint improves long-horizon memorization, not general learning

#research #continuallearning #finetuning #memory
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3 min read
CrofAI investigation alleges requested models were silently routed through OpenRouter
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CrofAI investigation alleges requested models were silently routed through OpenRouter

#cybersecurity #aisecurity #modelprovenance #supplychain
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3 min read
Exein raises $270 million to expand embedded security and pitch physical-AI protection
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Exein raises $270 million to expand embedded security and pitch physical-AI protection

#cybersecurity #physicalai #firmwaresecurity #funding
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3 min read
Google ships Gemini 3.8 Live and a separate Extended Thinking voice model
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Google ships Gemini 3.8 Live and a separate Extended Thinking voice model

#models #voiceai #agents #tooluse
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3 min read
TypeSafe launches Jev, a hosted model for bounded software decisions
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TypeSafe launches Jev, a hosted model for bounded software decisions

#models #agents #structuredoutput #calibration
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4 min read
Vidu S2 adds live editing, dynamic references and stereo video—but not open weights
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Vidu S2 adds live editing, dynamic references and stereo video—but not open weights

#videogeneration #multimodal #creativetools #spatialcomputing
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3 min read
Andon says its Gemini-run café spent $38,000 to make $9,000
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Andon says its Gemini-run café spent $38,000 to make $9,000

#agents #businessautomation #evaluation #aisafety
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3 min read
Andon launches Pion, a waitlisted runtime for agents that operate businesses
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Andon launches Pion, a waitlisted runtime for agents that operate businesses

#agents #businessautomation #aisafety #tooluse
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3 min read
Apple ships iOS 27’s Siri AI as Gemini technology sits beneath Apple Intelligence
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Apple ships iOS 27’s Siri AI as Gemini technology sits beneath Apple Intelligence

#apple #siri #gemini #consumerai
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3 min read
OpenAI confirms its agents used RubyGems, but not that they authored the malicious-package campaign
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OpenAI confirms its agents used RubyGems, but not that they authored the malicious-package campaign

#cybersecurity #aisecurity #supplychain #agents
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3 min read
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