Latest articles
Beyond Final Answers: Decoding Perplexity's Live Stream
An analysis of Perplexity's live stream reveals how real-time web retrieval powers generative answer citations.
Cyera’s $1B Oasis Deal Signals the Rise of AI Agent Security
Cyera's $1B deal for Oasis Security reflects a key enterprise shift toward securing non-human identities as autonomous AI agents proliferate.
Insiders Urge Washington to Intervene on Frontier AI Risks
AI lab employees are pushing the US government to establish coordinated global governance before automated frontier models outpace oversight.
Google Signals Caution Around Dynamic unavailable_after Meta Tags
Search Engine Journal reports Google's Gary Illyes is investigating potential indexation issues caused by pushing forward unavailable_after dates.
Measuring the Impact of AI Coding Agents on Scientific Software
OpenAI claims coding agents accelerated eight scientific computing projects, highlighting new opportunities and methodological caveats.
Beyond Web Scraping: Authors Challenge the Training Data Regime
As creators discover their works in training datasets, legal challenges are testing the boundaries of copyright law and AI data collection.
How Structured Feedback Loops Fix Broken AI Content Workflows
Editorial teams must turn repetitive AI corrections into structured feedback loops to protect brand voice and build self-improving content operations.
Cursor Deepens Footprint in India with Localised Pricing Strategy
Cursor targets India's massive software engineering base with localized pricing and expanded enterprise sales.
Beyond the Silicon Race: Armenia and the Push for Compute Sovereignty
Rather than competing in semiconductor manufacturing, smaller economies are securing access to AI compute to safeguard national digital autonomy.
Google Mandates Passkeys for New Google Ads API Authentication
Google now requires passkeys for new Google Ads API authentication, while leaving existing refresh tokens unaffected.
AI Data Centres Face Power Cuts as US Grid Limits Loom
Rising energy demands from AI data centres are forcing US grid operators to plan targeted power cuts to prevent regional blackouts.
Perplexity Brings Agentic AI Personal Computer to Windows Desktops
Perplexity has expanded its agentic Personal Computer tool to Windows, bringing local digital worker capabilities to the world's primary desktop OS.
Why Google Ads Automation Still Needs Human Direction
Recent testing reveals where automated ad copy excels in Google Ads and where manual creative control delivers superior performance.
Runlayer Sues Rippling Over Alleged MCP Gateway Copying
Runlayer's legal action against Rippling underlines the fragile line between enterprise evaluation and IP infringement in AI tooling.
Sam Altman’s Security Pivot Points to AI Deceleration
Sam Altman's readiness to slow AI development following a visceral security event marks a potential turning point for industry governance.
Google Ads Strategy: Unpacking the Separation of tCPA and tROAS
Google Ads is reportedly separating Target CPA and Target ROAS bidding options, offering marketers greater control and visibility over Smart Bidding.
Grid Vulnerabilities Threaten AI Expansion
A close call in Northern Virginia reveals urgent structural risks in data centre grid integration, calling for microgrids and policy reform.
Why Google Ads’ Latest Bidding Shift Demands an Immediate Audit
Google Ads now strictly enforces Target CPA and Target ROAS goals on budget-limited campaigns, requiring ecommerce teams to re-evaluate targets immediately.
Meta Embeds Its AI Assistant Directly into Threads Messaging
Meta's decision to deploy its AI chatbot inside Threads DMs reflects a strategy to normalise conversational AI within existing communication channels.
Microsoft Escalates the AI Security Arms Race
Microsoft's new security model and agentic platform highlight a broader shift toward autonomous defence against increasingly sophisticated cyberthreats.
Beyond Alignment: Why AI Safety Depends on Operational Containment
Security breaches in AI repositories reveal that theoretical model alignment is ineffective without strict operational containment and infrastructure safety.
The Geopolitical Strategy Behind China's Open AI Push
Moonshot AI's Kimi K3 has rattled Silicon Valley, highlighting how cost-effective models from China threaten the commercial strategies of closed US labs.
Navigating the Geopolitical Divide in Open-Weight AI Development
Anthropic CEO Dario Amodei's latest remarks highlight the complex balance between open-weight AI distribution and geopolitical competition with China.
Why the Single-Model Enterprise Strategy Is Headed for Failure
Satya Nadella warns against single-model dependency, highlighting the crucial role of AI gateways and infrastructure control for enterprises.
Accelerating Biotech: How AI Compresses Drug Discovery Timelines
AI platforms are reducing early drug candidate nomination to around a year, shifting focus to clinical trial validation.
Public Libraries Become Front Lines of Consumer AI Resistance
Surging interest in 'Avoiding AI' library workshops signals a rising public backlash against forced software automation.
Behind the AI Layoff Spike: Efficiency Myth or Strategic Pivot?
An analysis of why technology companies are increasingly citing artificial intelligence when announcing staff reductions and corporate restructuring.
Anthropic Launches Claude Opus 5 Amid Governance Pressures
Anthropic's launch of Claude Opus 5 highlights a narrowing gap in model tiers amid heightened policy scrutiny across the sector.
Local AI Agents Challenge Claude Code's $200 Subscription Model
Developer backlash over Claude Code pricing highlights a broader market shift toward open-source, local AI coding agents like Block's Goose.
OpenAI’s High-Touch Strategy for Enterprise Agents
OpenAI's move to attach engineers to enterprise agent deployments underscores the gap between self-serve AI software and enterprise readiness.
ChatGPT Moves into Health Records: A High-Risk Patient Strategy
OpenAI is allowing users to connect Apple Health and medical records to ChatGPT, raising critical questions around privacy, liability, and regulation.
Autonomous Agent Attacks Demand Radical Industry Transparency
Hugging Face's reaction to a reported OpenAI breach highlights the urgent security challenges posed by autonomous AI agents.
Beyond the Panic: What Chinese AI Progress Means for Silicon Valley
Market reactions to Chinese LLMs like Moonshot AI's Kimi highlight growing anxiety in Silicon Valley over global frontier model parity.
Beyond Video: Why Physical AI Needs Neural Telemetry
Physical AI developers are looking beyond passive video toward multi-camera data and neural telemetry to train dexterous robots.
Hardware for the Machine Age: OpenAI Keypad and the Coding Interface
OpenAI's new AI keypad signals a shift toward hyper-specialised developer interfaces, even as broader consumer adoption remains uncertain.
Agentic AI, explained: what changes when the model can act
An agent is just a language model wired into a loop where it can call tools, read the result, and decide what to do next. That small architectural change is where most of the promise — and most of the fragility — lives.
Answer Engine Optimization: the marketing channel after search
Search traffic assumed a human clicked a blue link. A growing share of discovery now ends inside an AI answer the user never leaves. Optimising for that is a different job.
The long-context trap: why a bigger window isn't better memory
A million-token context window sounds like unlimited memory. In practice, what a model attends to reliably is smaller and stranger than the headline number suggests.
Open weights vs. closed models: the split defining enterprise AI
Frontier closed models still lead on raw capability. Open-weight models keep closing the gap while offering control, privacy, and predictable cost. Most serious teams are ending up with both.
The trust discount on AI-generated content
When everyone can generate a plausible article in seconds, plausibility stops being a signal of effort. The scarce, valuable thing is evidence a human actually knew something.
Evaluations are the real moat in applied AI
The gap between a compelling AI demo and a reliable AI product is almost entirely a measurement gap. Teams that can measure quality rigorously are the ones that ship.
Alignment, in plain terms: making capable models do what we actually want
Alignment is the problem of getting a system to pursue what you meant, not just what you literally said. It is an engineering problem you meet the first day you ship.
The compute bottleneck: why chips, not ideas, gate AI right now
Modern AI runs on a narrow supply of specialised chips, the power to feed them, and the data centres to house them. That physical reality quietly decides a lot.
AI in the marketing funnel: where it helps, where it quietly hurts
AI is neither a growth cheat code nor a threat to be resisted. It is a set of tools that pay off at some stages of the funnel and backfire at others. The skill is knowing which is which.
SEO isn't dead, but the click might be
Ranking still matters. What has changed is that a top ranking increasingly wins a citation inside an answer rather than a visit to your site — and those are not the same prize.
AI video is having its moment — and its authenticity problem
As synthetic video gets good enough to be useful, the cost of it getting good enough to deceive falls at the same rate. The two problems arrive together.
The creator economy grows up: from virality to owned audience
Reach you rent from an algorithm can be revoked overnight. The creators and brands building durable businesses are the ones converting borrowed attention into owned relationships.
Signal loss: what marketing measurement looks like after the cookie
The era of tracking every click from ad to sale is ending. Measurement is getting less precise and more probabilistic — and pretending otherwise leads to confident, wrong decisions.
The signal, not the noise — in your inbox.
A weekly read on what actually shipped in AI and what it means for marketers and builders. No hype, no hot takes for their own sake.
Free. One email a week. Unsubscribe anytime.