PODCAST · technology
Inferred
by Inferred Research
Intelligence for the AI economy. Briefings on the forces reshaping technology — venture capital, policy moves, OSS and frontier models, compute infrastructure, China, energy, and the tools and technology moving the industry. Get Inferred in your inbox inferredresearch.com
Episodes
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Malware Compromises PyTorch Lightning Packages on PyPI
Lightning-AI disclosed that PyTorch Lightning versions 2.6.2 and 2.6.3 on PyPI shipped with credential-harvesting malicious code. The GitHub source repository was untouched — exposing a gap where the published PyPI artifact diverged from clean source code. In this episode: The 42-minute window...
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Amazon’s Custom Chips Hit $50B Annual Run Rate
Amazon CEO Andy Jassy described the company's custom chip division as running at a roughly $50 billion annual run rate when valued as a standalone merchant chip business — ranking it among the top three datacenter chip operations globally. The same disclosure put actual monetized chip revenue…
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Big Tech 2026 Capex Approaches $725B, Up 77%
Microsoft, Alphabet, Amazon, and Meta have committed roughly $695-725 billion in 2026 capex, up 77% from 2025, driven by cloud demand and chip-cost pressures. In this episode: How Microsoft, Amazon, Alphabet, and Meta justified their 2026 capex expansion in recent earnings The role of component...
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Alphabet Q1 Revenue Hits $109.9B as Cloud Crosses $20B
Alphabet's Q1 revenue hit $109.9 billion and Google Cloud crossed $20 billion for the first time, but management raised capex guidance to $180–$190 billion for 2026 with 2027 set to climb higher. In this episode: Google Cloud's $20 billion milestone and the $460+ billion contract backlog Record...
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Meta Lifts 2026 Capex to $125-145B After Q1 Beat
Meta raised 2026 capex guidance by roughly $10 billion to $125-145 billion after beating Q1 estimates, signaling aggressive AI infrastructure investment while investors assess the path to revenue translation. In this episode: Meta's Q1 earnings beat and the company's rationale for the capex...
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AWS Growth Hits 28% as Amazon Q1 Capex Reaches $44.2B
AWS revenue hit 28% growth in Q1 2026 while Amazon's capex spending nearly doubled to $44.2 billion, compressing free cash flow and raising investor questions about infrastructure ROI timing. In this episode: AWS's acceleration to 28% growth in Q1 2026—CEO Jassy's framing as fastest pace in 15...
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Microsoft Posts $37B AI Run Rate as Azure Climbs 40%
Microsoft disclosed a $37 billion AI revenue run rate paired with $190 billion in 2026 capex guidance. The structural tension: headline AI revenue growth must eventually translate to free cash flow as multi-year infrastructure depreciation is absorbed. In this episode: How the $37 billion AI run...
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DeepMind Tests AI Co-Clinician in Primary Care Pilot
Google DeepMind released benchmarks and a Beth Israel feasibility study showing its AI co-clinician matched primary care physicians on partial skill measures, with the same research disclosing that physicians significantly outperformed the system on practical care decisions. The system operates…
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Chinese Open-Source Models Pass 45% of OpenRouter Tokens
Chinese open-source AI models' weekly share of OpenRouter tokens climbed from roughly 1% in late 2024 to over 45% by April 2026, complicating the US chip-export policy debate. In this episode: How Chinese open-source models reached 45% of OpenRouter's token share in 18 months What OpenRouter's…
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Claude Mythos Finds 271 Vulnerabilities in Firefox
Mozilla credited Anthropic's Claude Mythos with surfacing 271 Firefox vulnerabilities in Firefox 150, though only three CVEs in the official security advisory were publicly attributed to researchers using the model—a gap that exposes unresolved questions about how to count AI-discovered bugs. In...
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Samsung Posts Record $38.5B Q1 Profit on AI Memory Demand
Samsung's record $38.5B Q1 profit—94% from the chip division—reflects tripling HBM revenue, while a May labor walkout threatens HBM4 production and management warned supplyshortages will widen through 2027. The company converted customer demand into multi-year binding contracts, representing a...
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Hugging Face: AI Evals Become New Compute Bottleneck
Hugging Face's EvalEval Coalition argues evaluation has overtaken training as the primary compute constraint in agentic AI. This concentrates benchmarking authority among organizations with frontier-scale compute budgets, complicating independent verification for researchers, regulators, and...
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Gemini 3.1 Pro Tops GPQA at 94.3%, Trails on Agentic Boards
Google's Gemini 3.1 Pro leads GPQA at 94.3% but trails on enterprise-task benchmarks after April releases from Anthropic and OpenAI. Performance diverges across benchmark categories: the model tops academic reasoning while ranking below Claude Opus and GPT models on SWE-bench, and behind Claude…
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OpenAI Models Reach AWS Bedrock, Ending Microsoft Exclusivity
OpenAI's Codex, GPT-5.4, and GPT-5.5 entered Amazon Bedrock's limited preview on April 28, one day after Microsoft's exclusive partnership rights lapsed. The launch builds on Amazon's $50 billion investment commitment announced in February. In this episode: How Microsoft's exclusive OpenAI...
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NVIDIA Releases 30B Nemotron Omni Model for AI Agents
NVIDIA released Nemotron 3 Nano Omni, a 30B multimodal model combining vision, audio, and language for agentic AI. The headline 9x throughput claim measures batch-serving capacity on Blackwell GPUs; single-stream reasoning speed gains are 2.9x over the prior generation. In this episode: How...
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David Silver's Ineffable Intelligence Raises $1.1B Seed
David Silver's Ineffable Intelligence raised $1.1B seed at a $5.1B valuation to build pure reinforcement-learning agents that discover knowledge without human training data. The thesis — that environmental RL can outpace large-language-model scaling — is the bet investors are pricing before the...
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2026 AI Safety Report Finds Voluntary Governance Insufficient
A 92-author international assessment of frontier AI finds voluntary governance frameworks insufficient to manage emerging capabilities. The US has formally rejected global AI governance coordination, marking a reversal from the prior year's engagement. In this episode: How the report's 92 authors...
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DeepMind Maps Six Attack Classes Targeting AI Agents
DeepMind published a preprint cataloging six attack classes capable of subverting autonomous AI agents, with content injection and sub-agent spawning showing high hijack success in testing. In this episode: DeepMind's six attack classes: from content injection to behavioral manipulation...
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Stanford AI Index Shows China Closing Model Performance Gap
Stanford HAI's 2026 AI Index shows China nearly matching US model performance despite a 23x funding disadvantage, while generative AI adoption surges to 53% of the global population and transparency in the sector declines sharply. In this episode: What Stanford's 2026 AI Index reveals about…
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Anthropic ARR Hits $30B+, More Than Doubling Since February
Anthropic's ARR jumped to $30 billion from $14 billion in under two months, driven by Claude Code enterprise adoption. The company's Broadcom infrastructure deal includes a commercial performance contingency, reflecting the capital intensity of scaling. In this episode: Claude Code's enterprise...
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S&P 500 CAPE Hits Dot-Com-Era High Amid AI Spending Surge
The S&P 500's CAPE ratio has returned to dot-com era heights, fueled by a surge in AI-related investment. However, a deepening divide has emerged: while AI-related categories now drive a substantial share of U.S. GDP growth, aggregate productivity data has yet to show a matching breakout. In this...
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Chinese Cities Launch Competing Subsidies for Solo AI Founders
At least seven Chinese cities launched competing subsidies for solo AI founders in early 2026, offering hundreds of millions in compute power, capital, and office space. The timing coincides with a youth labor market where unemployment peaked above 18% in late 2025. In this episode: The Demand…
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CEO Surveys Show AI Hiring Freezes as Economists Question Attribution
Teneo's CEO survey expects AI hiring growth, but Resume.org documents widespread entry-level freezes already underway. Labor economists question whether AI is truly reshaping workforces or if it's becoming corporate narrative for ordinary layoffs. In this episode: Why two major CEO surveys…
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Anthropic Limits Claude Mythos Access to Vetted Partners Amid Cyber Risk
Anthropic withholds Claude Mythos from public release after red-team tests reveal advanced cyber-offensive capabilities, instead channeling access through vetted Project Glasswing partnerships. In this episode: Why Anthropic chose indefinite restriction over a controlled public release The speed...
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GLM-5.1 Claims SWE-Bench Pro Lead with 754B MoE
Z.ai releases GLM-5.1, claiming the top SWE-Bench Pro score among generally available models—and an MIT license that makes it one of the few frontier-class models available for unrestricted commercial self-hosting. In this episode: Why a US-sanctioned company's benchmark lead could reshape the...
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OpenAI Proposes Robot Taxes for the Superintelligence Era
OpenAI proposes robot taxes, a public wealth fund, and automatic worker safety nets in a 13-page policy document that simultaneously warns about and contributes to the wealth concentration problem it's trying to solve. In this episode: How credible is a company's structural diagnosis when it's...
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Used AI Chip Market Booms as Resale Prices and Book Values Diverge
Google, Oracle, and Microsoft extended server depreciation to six years, but secondhand GPU prices are falling faster than balance sheets assume. The gap between market values and book values is testing the circular procurement economics these companies are betting on. In this episode: Why...
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China Bars Manus Founders as NDRC Reviews Meta Acquisition
China bars Manus co-founders from leaving while investigating Meta's acquisition for technology-transfer violations. The NDRC action marks the first time Beijing has used exit bans to intervene in a completed cross-border AI acquisition. In this episode: Whether Beijing can regulate technology...
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Microsoft Builds In-House AI Models Alongside OpenAI Partnership
Microsoft launched proprietary MAI models for commodity AI tasks, automating splits from its continued OpenAI partnership. The three models—MAI-Transcribe-1, MAI-Voice-1, and MAI-Image-2—now power speech, synthesis, and image generation in Copilot, Bing, and Azure. In this episode: Microsoft says...
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ABOUT THIS SHOW
Intelligence for the AI economy. Briefings on the forces reshaping technology — venture capital, policy moves, OSS and frontier models, compute infrastructure, China, energy, and the tools and technology moving the industry. Get Inferred in your inbox inferredresearch.com
HOSTED BY
Inferred Research
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Intelligence for the AI economy. Briefings on the forces reshaping technology — venture capital, policy moves, OSS and frontier models, compute infrastructure, China, energy, and the tools and technology moving the industry. Get Inferred in your inbox inferredresearch.com
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