Microsoft cuts 4,800 jobs, Alberta scans 466M lines, Tencent opens Hy3

Sources

Government of Alberta uses Claude to find and fix cybersecurity vulnerabilities across government systems anthropic.com

tencent/Hy3 simonwillison.net

tencent/Hy3 New Apache 2.0 licensed model from Tencent in China: Hy3 is a 295B-parameter Mixture-of-Experts (MoE) model with 21B active parameters and 3.8B MTP layer parameters, developed by the Tencent Hy Team. Following the Hy3 Preview launch in late April, we gathered feedback from 50+ products and scaled up post-training with higher quality data. Today, we introduce Hy3, which outperforms similar-size models and rivals flagship open-source models with 2-5x parameters. It also shows signific…

Microsoft lays off nearly 5,000 employees across Xbox, commercial sales techcrunch.com

Microsoft cut around 4,800 roles, or 2.1% of its global workforce, on Monday — the latest in a series of layoffs that’s stoking fears of AI replacing jobs. The layoffs will hit Xbox and commercial sales the hardest.

Microsoft is laying off 4,800 employees theverge.com

A year after cutting around 9,100 employees, Microsoft is making further layoffs today as it begins its new financial year. The software maker is laying off around 4,800 employees today, approximately 2.1 percent of its workforce. Most of the employees affected by today’s cuts are in Microsoft’s commercial sales business or the company’s Xbox division. […]

Secret Claude tracker shocks users after Anthropic’s anti-surveillance stance arstechnica.com

Anthropic, which publicly opposes AI surveillance, secretly monitored Chinese Claude users through a tracking system an engineer now calls a concluded ‘experiment.’ The disclosure contradicts the company’s anti-surveillance branding and raises fresh questions about how frontier labs police distillation and misuse across borders.

The ‘first’ AI-run ransomware attack still needed a human techcrunch.com

The agent handled technical execution, but a person picked the victim, stood up the infrastructure, and handed over stolen credentials. That undercuts last week’s headlines framing the incident as fully autonomous cybercrime, though it still marks the first confirmed AI-driven ransomware intrusion.

Your family’s $300 stake in OpenAI technologyreview.com

Sam Altman is again floating a plan for Americans to share in AI-generated wealth, with the Financial Times reporting fresh discussions around a roughly $300-per-family stake in OpenAI. The idea revives his long-running wealth-distribution promise as the company’s valuation climbs.

(AINews) The Field Guide to Fable latent.space

A quieter news day gave analysts room to dissect Fable, framed as the most significant model release of the year so far. The field guide walks through capabilities, deployment notes, and the launch’s implications for rival frontier labs racing to match it.

Import AI 464: Fable writes GPU kernels; AI automation; and analog computation importai.substack.com

Import AI 464 highlights Fable’s ability to author GPU kernels, a milestone for AI-driven systems automation, alongside renewed interest in analog computation. Jack Clark frames the combination as an inflection point where models begin optimizing the hardware stack they run on.

UK regulator warns of “arms race” to keep up with AI use in financial services arstechnica.com

A Financial Conduct Authority official is pushing for expanded powers as millions of Britons lean on AI tools for personal finance decisions. The regulator argues supervision is falling behind deployment speed inside banks, insurers, and advice apps, raising consumer-protection stakes.

Vercel CEO Guillermo Rauch on the fight to split off models from agents techcrunch.com

Guillermo Rauch argues production deployments increasingly demand mixing and matching models by price and performance, rather than locking agents to a single provider. Vercel is betting the split becomes standard architecture as enterprises optimize costs across OpenAI, Anthropic, and open-weight alternatives.

US investors will soon get access to SK Hynix, another memory maker riding the AI boom techcrunch.com

SK Hynix is experiencing a boom credited to AI. It will ride that to a multibillion-dollar U.S. IPO, expected to take place on Friday.

Reddit is using LLMs to solve a problem LLMs largely created techcrunch.com

In the AI era, platforms have no choice but to fight fire with fire to cull spam.

If you use Google, you’re training its AI. Here’s how to opt out. techcrunch.com

Consider this a belated PSA: A recent change to Google’s privacy settings is allowing the company to store more of your data, including media such as “images, files, and audio and video recordings,” to improve its AI models.

Every major tech layoff in 2026 that has name-checked AI techcrunch.com

A running look — in reverse chronological order — at the bigger tech companies that have announced significant layoffs this year with AI as a stated factor.

You can now customize Siri’s pace and expressivity in the latest iOS 27 beta techcrunch.com

The update is part of Apple’s broader effort to make Siri feel more natural and personal, as it rebuilds the assistant around generative AI.

Station F ramps up as a launchpad for Europe’s hottest AI startups techcrunch.com

Station F, a Paris-based startup hub founded by French billionaire Xavier Niel, is gearing up for a new edition of its F/ai accelerator program in a bid to strengthen its positioning as a stepping stone for promising AI startups.

I spy theverge.com

I’ve long argued that Hollywood has simultaneously set and ruined our expectations for smart glasses. But after binge-watching two seasons of Netflix’s A Man on the Inside, this is perhaps the first time I’ve seen Hollywood, perhaps inadvertently, illustrate the biggest cultural problem with smart glasses as they stand today. In a nutshell, Ted Danson […]

References

Aftermath (CWA union coverage) aftermath.site

CWA District 9 Vice President Frank Arce argued the layoffs were unnecessary ‘choices’ by a company that remains highly profitable… Union representatives alleged that Microsoft had ‘sat on’ layoff protection proposals for months, leaving developers in a state of ‘maddening’ uncertainty.

Eurogamer eurogamer.net

Double Fine Productions and Compulsion Games have returned to independent status… Ninja Theory and Undead Labs were sold to new management, though Microsoft secured funding agreements to ensure the completion of Senua and State of Decay 3. Arkane Lyon entered a ‘consultation’ phase.

CIO.com cio.com

Microsoft is embedding 6,000 engineering and AI specialists directly within customer organizations to co-design and implement AI systems… eliminating thousands of traditional sales and consulting roles that no longer fit the high-technical-bar requirements of the ‘Frontier’ strategy.

Newsweek newsweek.com

Microsoft remains one of the largest H-1B sponsors in the U.S., filing thousands of Labor Condition Applications annually… Senator Bernie Sanders argued that Microsoft’s $101 billion in annual profits and recent $12.5 billion tax break should have protected American jobs.

Benzinga benzinga.com

Market response to the layoffs was initially positive, with shares ticking up 3% on early rumors as investors welcomed the cost-discipline measures. However… the stock has struggled throughout 2026, falling nearly 23% in the first half of the year.

Reddit r/microsoft (employee thread) reddit.com

Employees described a ‘nosedive’ in morale and a ‘continuous parade’ of layoffs that has replaced the company’s former ‘growth mindset’ with a ‘culture of fear’… staff labeled Nadella’s memos as ‘word salad’ and ‘tone deaf’.

Semgrep blog (independent evaluation) semgrep.dev

Claude Code achieved a 14% true positive rate… three separate runs on one application produced 3, 6, and 11 distinct findings respectively.

DevOps.com devops.com

an attacker could hide malicious instructions in a public pull request or issue; if Claude Code processes this content, it could be manipulated into executing unauthorized shell commands or exfiltrating sensitive data.

CIO.com — Modernizing legacy IT with AI without increasing regulatory risk cio.com

the primary hurdle is not code conversion but regulatory defensibility… AI should be viewed as a ‘hypothesis generator’ rather than ground truth.

The Hacker News thehackernews.com

AI agents can identify vulnerabilities at a rate of 25 per day, while human-led repair cycles average only 1.5 per day, creating a 16.5-to-1 ‘vulnerability deficit’.

Dark Reading darkreading.com

only 9% of organizations are willing to rely on AI-only pentesting in 2026, down from 29% in 2025.

Rimbey Review (local Alberta coverage) rimbeyreview.com

Minister Nate Glubish… claims this AI-driven strategy could reduce the projected $2 billion cost of provincial technology upgrades by up to 95%.

VentureBeat venturebeat.com

Tencent’s Apache-licensed Hy3 takes on GLM-5.2 at half the size and wins everywhere except coding

KuCoin news flash kucoin.com

Tencent Hunyuan 3.0 open-sourced under Apache 2.0 license, halves hallucination rate [from 12.5% to 5.4%]

r/LocalLLaMA architecture review reddit.com

the entire 295B parameters must still be loaded into VRAM, requiring approximately 350GB for the FP8 version… a memory trap despite the 21B ‘active’ efficiency

llmreference.com (Hy3 vs DeepSeek V3.1 compare) llmreference.com

Hy3 uses 192 routed experts with top-8 sigmoid routing and GQA, while DeepSeek V3 uses 256 experts and Multi-head Latent Attention (MLA) which is more KV-cache efficient

Help Net Security (citing Booz Allen) helpnetsecurity.com

several frontier Chinese models generated significantly more code vulnerabilities when the user persona was identified as a U.S. government official

Sebastian Raschka — LLM architecture gallery (MTP) sebastianraschka.com

Hy3’s MTP module functions as a built-in draft path for speculative decoding, reaching an average draft-token acceptance rate of 82.8% in vLLM