Quantum Computers Enable Light-Sensitive Cancer Drugs

The Frontier

Science & tech breakthroughs in AI models, hardware, and computing that define what's possible

** Quantum computers take on health care: light-sensitive cancer drugs win US$2 million contest.** Quantum computers have demonstrated their potential in health care by winning a US$2 million contest with light-sensitive cancer drugs, signaling a significant advancement in therapeutic applications.

US$2 million prize shows quantum computing has moved from lab demo to generating actual oncology drug leads. Light-activated cancer molecules designed on qubits won the contest, echoing the 2000s jump when high-throughput screens cut lead times. Next move: expect a top-10 pharma to license the winning workflow within 18 months.

Nature

Canada opens applications to build a public AI supercomputer. Canada's government has opened applications for a public AI supercomputer, aiming to bolster domestic AI research and innovation, which could significantly enhance the country's technological capabilities.

This initiative reflects Canada's commitment to digital sovereignty and positions it as a competitive player in the global AI landscape, potentially attracting more tech investment.

Betakit

New Codex features include the ability to use your computer in the background. OpenAI's latest Codex update enhances its capabilities by allowing it to operate desktop applications in the background, which could significantly streamline workflows for developers and non-developers alike.

OpenAI is converting Codex into an OS-level operator, harvesting interaction data as it sees and clicks through "all apps" unattended. Background control plus week-ahead scheduling echoes the 2010s RPA playbook but runs locally, pressuring UiPath-style vendors. Watch Apple or Microsoft impose new permission gates by 2027.

Ars Technica

Model Developments

Latest AI model releases, capabilities, and technical breakthroughs shaping the competitive landscape

OpenAI’s big Codex update is a direct shot at Claude Code. OpenAI's Codex update allows it to control desktop applications and operate in the background, marking a significant advancement in AI's integration into everyday computing tasks.

This enhancement highlights OpenAI's strategic pivot to broaden Codex's application scope, directly challenging Anthropic's offerings in the AI development space.

The Verge

Capital & Control

Tracking the flow of capital and influence that shapes the tech landscape

The UK Launches Its $675 Million Sovereign AI Fund. The UK government has launched a $675 million Sovereign AI Fund aimed at reducing reliance on foreign technology by supporting domestic AI startups. This initiative reflects a strategic shift towards bolstering national tech capabilities amid global competition.

$675M UK sovereign AI fund sounds like tech independence but is pocket change beside OpenAI’s $157B valuation and NVIDIA’s $25B quarterly buyback, so founders will still court US capital and GPUs. Net effect: London headlines, hyperscaler lock-in. Watch Brussels replicate within 12 months.

Wired

Credo paid $92 million USD in cash to acquire Hyperlume, SEC filing reveals. Credo Semiconductor acquired Hyperlume for $92 million, aiming to enhance its AI infrastructure capabilities. This acquisition highlights the ongoing trend of consolidation in the tech sector as companies seek to bolster their AI offerings.

This acquisition aligns with the growing demand for advanced AI infrastructure, positioning Credo to leverage Hyperlume's technology in competitive AI data center markets.

Betakit

Infrastructure & Power

The physical backbone of AI: compute, data centers, supply chains, and the geopolitics of energy

Energy industry losing confidence new pipeline will be deemed a national priority: Survey. A survey indicates declining confidence in the energy industry's ability to prioritize new pipeline projects. This reflects ongoing regulatory and political challenges that could hinder infrastructure development in the sector.

5GW of spare US grid capacity turns the pipeline fight into a distraction. One 1GW AI campus can absorb the electricity of metro-Phoenix households while new transmission still needs 3-7 years. If regulators fixate on pipes, Net effect: hyperscalers to outbid home connections by 2027.

Globalnews

Digital Defense

Threats and defenses shaping the global security landscape

Hackers exploit Marimo flaw to deploy NKAbuse malware from Hugging Face. Hackers exploited a critical vulnerability in the Marimo Python notebook to deploy NKAbuse malware via Hugging Face, highlighting the risks associated with AI platforms and the rapid exploitation of newly disclosed vulnerabilities.

Hugging Face just became a free C2 network: attackers weaponised CVE-2026-39987 within 10h, 1/200 of the usual 90-day patch lag, proving AI dev hubs yield quicker ROI than classic SaaS raids. Next move is mass-seeding poisoned Spaces before corp egress rules tighten.

Bleepingcomputer

The Terminal

Strategic intelligence for builders and operators

xhigh. Added xhigh effort level for Opus 4.7, sitting between high and max. Available via /effort, --effort, and the model picker; other models fall back to high

Opus 4.7 adds xhigh effort: ask tougher questions, get richer answers, yet finish faster than max. Budget-minded teams gain almost-max quality while trimming bills, no command-line gymnastics. Net effect: max will slip to niche status, watch Anthropic reprice it by Fall.

Claude Code (v2.1.111)

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