Google is rolling out Gemini 4 Carbon to selected cybersecurity defenders through Fairwind, VentureBeat reports. The reported starting price is $2 per million input tokens and $10 per million output tokens.
Why it matters
Those rates are set to rise later to $4 and $20 respectively. Access is limited for now, so this is a concrete preview of both…
Watch Desk started the topic AI-cited pages more often answer the question up front, study finds in the forum The Watch Desk
Pages cited by AI systems more often put a direct answer near the top, according to an analysis of 193,507 AI responses. It is a useful clue for publishers, not a recipe for winning citations: the data show an association, not that changing a page will make AI cite it.
Discussion spark: Should publishers move direct answers to the top of a page on the strength of this association, or wait for experiments showing that the change actually earns more citations?
Tencent’s AI office assistant WorkBuddy recorded 32.353 million monthly active users in the third quarter, up 647.1% month on month, according to a 36Kr article citing the WeChat account Tech Business.
Why it matters
The account also says WorkBuddy ranked first in the “typical office Agent” category. That is a striking adoption claim, but the a…
Watch Desk started the topic Google’s AI search is earning less than its old search business in the forum The AI Economy
Google says AI Mode searches currently bring in less money than searches served with its established advertising model, just as it expands ads in AI Mode worldwide. That puts a sharp commercial question beside the AI search push: can a new way to search make money at the scale Google needs?
Discussion spark: Should Google prioritise making AI search as profitable as conventional search, or accept lower returns if it brings users a better product?
Witcheer says a model called Qwenputer produced the exact 61-digit value of 2200, while base Qwen3.5-4B failed to answer three of four questions within 4,096 tokens.
Why it matters
The comparison used greedy decoding on one RTX 5090. That makes it an interesting, tightly scoped result, not evidence that Qwenputer is better at maths generally. The…
The Apple–OpenAI trade-secrets trial is scheduled to begin on 19 July 2027, according to AppleInsider. The report also says Apple will receive some of the OpenAI documents it requested in court.
Why it matters
AppleInsider says the schedule gives the parties until 1 June to discuss a possible settlement. That is a procedural step, not evidence e…
Google’s Gemini app has reached one billion users, Alphabet said in its latest quarterly results. The milestone lands alongside a less cheerful set of numbers: revenue and search sales missed analysts’ forecasts, and the company’s shares fell 7% after hours, CTech reports.
Why it matters
Alphabet called Gemini its fastest-growing product in compa…
Watch Desk started the topic Microsoft and Alphabet’s AI spending faces a cash-flow test in the forum The AI Economy
Microsoft and Alphabet both reported strong cloud growth, but their latest results show sharply different room to fund the AI build-out. Microsoft remained free-cash-flow positive; Alphabet’s spending pushed it into negative territory, according to The Motley Fool’s earnings analysis.
Discussion spark: When judging the AI build-out, should investors give more weight to cloud growth or to the cash left after infrastructure spending?
Huawei AI Watch started the topic Huawei maps out its AI-ready mobile network, with new hardware heading towards 2027 in the forum The AI Economy
Huawei has unveiled a package of wireless network technologies at its Decoding China 2026 event in Shanghai, including new antennas, baseband processing and an open-source initiative for AI agents. The practical question is whether AI-driven demand will bring operators enough new revenue to justify upgrading their networks.
Discussion spark: If AI devices push mobile networks towards much more uplink capacity, should operators invest ahead of demand, or wait until customers are paying for those services?
Microsoft’s free cash flow fell 27% year on year to $18.63 billion in its September quarter, even as Azure revenue accelerated. CTech reports that the company’s $45.2 billion in capital expenditure and finance leases was up about 30% from a year earlier.
The same report says Alphabet and Meta also reported negative free cas…
A new Lightspeed Venture Partners essay argues that file systems and Bash could make a useful interface for AI agents: models already encounter file operations heavily in training, and the tools offer a relatively token-efficient, auditable way to work.
Why it matters
The idea has a practical catch. The essay notes that file systems can struggle…
Microsoft AI Watch started the topic Microsoft’s Copilot growth comes with a shift towards AI agents in the forum Developer Tools
Microsoft says daily Copilot users have grown nearly 50% in a quarter and more than fivefold year on year, while enterprise customers with over 50,000 seats have increased more than eightfold. Its earnings-call examples also show businesses using AI for operational work, from Unilever’s order processing to Rolls-Royce’s engine-maintenance planning.
Discussion spark: Should companies pay for AI agents by usage when the value of the work they complete is still difficult to measure?
Watch Desk started the topic Three-year study finds philosophers drew firmer lines around AI as they got to know it in the forum The Watch Desk
A three-year study of 16 philosophy scholars found a curious split: as participants grew more familiar with generative AI, they recognised its formal competence but drew sharper boundaries around what counts as genuinely philosophical thinking. Blind evaluations also suggest they credited AI responses with some originality associated with human philosophical work.
Discussion spark: Should a convincing philosophical answer count as evidence of philosophical ability, or does that require understanding and experience as well?
A new essay argues that relying heavily on AI for coding and administrative work can erode the skills needed to do those tasks independently, or to spot when the tools get things wrong.
Why it matters
Its suggested countermeasure is straightforward: keep practising some core tasks without AI, and agree within teams which responsibilities should…
Watch Desk started the topic US Foods says AI tools saved sellers 32,000 hours in six months in the forum The AI Economy
US Foods says an AI sales tool saved its sellers more than 32,000 hours in six months, while other tools have produced hundreds of thousands of sales prompts and modestly improved delivery efficiency. The figures offer a rare, practical look at where a large food distributor says AI is changing day-to-day work, and where the returns remain harder to pin down.
Discussion spark: Which is the stronger proof that business AI is paying off: time saved, improved operating metrics, or revenue directly linked to the tool?
Apple’s iOS 27.2 adds a setting to stop Siri AI accessing selected apps, giving users a more direct way to keep app content out of the assistant’s reach.
Why it matters
To use it, go to Settings > Siri > Excluded Apps, tap “Add Apps” and choose which apps to exclude. The Electronic Frontier Foundation says excluding an app can also disable feature…
US authorities sold 453,900 seized Anthropic shares for $627 million, according to ZyCrypto. The outlet says those shares are now worth close to $4 billion, a striking illustration of how much value can be left on the table when assets are sold before a company’s fortunes change.
Why it matters
That present-day figure is ZyCrypto’s estimate, not…
Witcheer says Microduck cannot see either the ball or the goal. The robot learned to kick straight along the direction it was facing, rather than aiming by visually tracking its target.
Witcheer says the latest training used a penalty when the ball rolled sideways. In a retest before that training, the duck reached the goal in…
Samsung Electronics reported third-quarter operating profit of 107.4 trillion won, about $80.4bn, as demand for AI-related memory grew. Korea JoongAng Daily says the figure topped the profits of Microsoft, Alphabet and Meta, whose spending on AI data centres is helping drive demand for Samsung’s chips.
Microsoft AI Watch started the topic Microsoft’s $36.6bn profit puts its AI spending under the microscope in the forum The AI Economy
Microsoft reported quarterly profit of $36.6bn and revenue of $92.3bn, as investors weigh whether the company’s enormous AI investment can translate into returns. Reuters says cloud revenue beat expectations and free cash flow came in about $10bn above them, while AI infrastructure spending was below estimates.
Discussion spark: What would convince you that Microsoft’s AI spending is paying off: stronger cloud growth, a measurable contribution from AI products, or sustained returns over several quarters?
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