Google researchers introduce a method to retrofit Multi-Token Prediction onto deployed Gemini Nano v3 models without retraining the backbone, achieving faster inference and lower energy consumption on mobile devices. Deployed on Pixel 9 and 10 series, it boosts speed by over 50% for features like AI Notification Summaries and Proofread.

The US government has directed OpenAI to restrict access to its upcoming GPT-5.6 model, allowing only approved partners due to cybersecurity concerns. The move sparks debate over security versus open innovation, with experts warning it could drive developers toward alternative models and weaken US AI leadership.

Amazon Prime Day is its final day. Score record-low early prices on Samsung Galaxy smartphones, smartwatches, and 4K TVs on Amazon today.

This article explores how humans and AI can recognize when we are choosing the good. The author proposes three tells: means and ends (Kant and Kierkegaard), vice and virtue (Aristotle), and shallow vs. deep (Salzberg and Spinoza). While the nature of good is hard to define, these indicators can help guide decision-making for both humans and AI.

Large context windows are useful but continuity is different. The article argues that coding agents need persistent, belief-backed memory rather than larger prompt space. It contrasts context-native and memory-native agents, discusses why retrieval is insufficient, and presents Sigilix's approach with a memory backing layer. A smaller model (Boreas) can outperform a larger one on continuity-heavy tasks when the substrate is prepared. The piece also covers failure modes of memory systems and the importance of source, scope, decay, and proof.

A hypothetical incident report by Andrew Nesbitt describing two AI review agents from competing vendors spiraling into a disagreement loop over a package's maliciousness, resulting in massive inference costs and a press release.

This article explores the discoverable evidence generated during AI-assisted software porting, including code diffs, comment patterns, and migration traces, and analyzes their impact on software verification and auditing.

Learn how Deep Agents uses prompt caching to cut LLM token costs by up to 80% across every major model provider - no extra config required.

OpenAI announced a limited preview of the GPT-5.6 series, including the flagship model Sol, a balanced model Terra, and a fast, affordable model Luna. Terra matches GPT-5.5 performance at half the cost, while Luna delivers strong capability at the lowest price. Pricing per 1M tokens: Sol $5 input / $30 output; Terra $2.50 / $15; Luna $1 / $6. The series also introduces improved prompt caching with explicit breakpoints and a 30-minute minimum cache life. Due to U.S. government engagement, the release begins with a limited preview for trusted partners before broader availability.

Gartner warns that consumption-based pricing for AI coding agents is driving costs up to $20,000 per developer per month, with little transparency or cost control. Token consumption does not directly correlate with productivity gains. Recommendations include context engineering and model routing. By 2028, AI coding costs could exceed average developer salaries globally.

Less than 24 hours after news broke that OpenAI would stagger its next model release at the request of the Trump administration, that model, GPT-5.6, is here. On Friday, the company unveiled the limited preview of its new GPT 5.6 model suite: Sol, the flagship; Terra, a medium-tier model for "high-volume work"; and Luna, a "fast and affordable" everyday model. OpenAI says it's especially skilled at coding, cybersecurity, and biology, as well as staying focused during long-horizon agentic AI tasks. Per million tokens, GPT-5.6 Sol is priced at $5 input / $30 output (nearly half the cost of Anthropic's Claude Fable 5, which is $10 input / $50 output). Terra is half the cost of Sol, and Luna is less than half the cost of Terra. The company also debuted two additional modes for Sol: a "max" mode for deeper reasoning and an "ultra" mode for leveraging sub-agents — evoking OpenClaw, and perhaps a sign of OpenClaw creator Peter Steinberger’s work at OpenAI so far. Unsurprisingly amid a security panic in Washington, D.C., OpenAI dedicated the majority of its announcement blog post to safety and potential misuse. It appeared to reference the recent jailbreaking travails of its rival Anthropic, writing that “GPT‐5.6 is trained to refuse prohibited cyber assistance, including when users attempt to disguise their intent or jailbreak the model.” It also said that flagship model Sol “is better at helping people find and fix vulnerabilities than reliably carrying out end-to-end attacks,” and that Sol doesn’t cross the cyber-critical threshold under OpenAI’s preparedness framework — though it should be noted that OpenAI recently revised its preparedness framework in April and removed some areas of previous study. The company said Sol has the company’s “most robust safety stack to date” and that it “strengthened protections for higher-risk activity, sensitive cyber requests, and repeated misuse.” OpenAI said it had dedicated “approximately 700,000 A100e GPU hours” to automated red-teaming and also worked with third-party testers, the latter of which will continue to test it for the next two weeks.  OpenAI also seemed to be taking an extra-sensitive approach during the preview period, which is being closely monitored by the Trump administration. The company wrote that “safeguards may occasionally intervene on legitimate work, particularly in dual-use areas where defensive and offensive activity can initially look similar. That is part of what the preview is designed to test.” The report earlier this week said that the Trump administration will approve customers on a case-by-case basis during the preview period. OpenAI said the model suite should be generally available in the coming weeks because the company believes in “broad access,” and that the company cooperated with the US government ahead of this launch, but that it hopefully wouldn’t be the norm. “We don’t believe this kind of government access process should become the long-term default,” the company wrote. “It keeps the best tools from users, developers, enterprises, cyber defenders, and global partners who need them. We are taking this short-term step because we believe it is the strongest path to broader availability in the coming weeks, while we work with the Administration to develop the cyber Executive Order framework and a repeatable process for future model releases.”

Prime Day 2026 is in its final hours. ZDNET's expert picks the best phone deals still available, including discounts on iPhone, Samsung, Google Pixel, and Motorola. Tips on how to choose and when to buy.

Weave Router is an open-source model router that intelligently selects the best AI model per request, supporting multiple API formats and reducing costs by 40-70%.

This free GEO checker evaluates your website's visibility in AI search engines like ChatGPT, Claude, Perplexity, and Gemini across 7 technical layers—including llms.txt, structured data, service catalog API, OpenAPI spec, Agent Card, health endpoint, and robots/sitemap—providing a score and actionable improvements.

Using social cartography, this article analyzes three polarized orientations toward AI: techno-solutionist cheerleading, total refusal via abstention, and strategic redirection that engages while acknowledging risks. It argues that refusal does not grant moral innocence and adoption need not imply endorsement, emphasizing the need for discernment and restraint.

A hands-on look at the new Siri mode in iOS 27's Camera app, which allows users to ask questions about objects in view using AI. The feature builds upon Visual Intelligence from iOS 18.2 but integrates it directly into the camera interface. Early beta testing reveals some bugs and long wait times for waitlist approval.

TickerPro is an AI-assisted stock research terminal that helps investors discover and analyze US stocks with personalized recommendations, real-time data, and narrative-driven insights, built by a couple to streamline their own research process.

A checklist for avoiding 'AI slop' in open source contributions, covering best practices for both AI-assisted and human contributions.

This article benchmarks four AI gateways on the hot path, measuring latency, throughput, memory, CPU, cold start, and image size. GoModel leads in nearly every metric, while LiteLLM suffers from high resource consumption. The author discusses the importance of runtime footprint for local models and serverless deployments, and notes the need to evaluate openness and vendor neutrality.

David Autor, a leading researcher in AI and the future of work, has been named head of MIT's Department of Economics, effective July 1. His work focuses on labor market impacts of technological change and globalization.

I track SSD deals, and found huge markdowns from top brands like WD, Samsung, and more for Amazon Prime Day.

As AI coding agents become extremely proficient, the bottleneck has shifted from writing code to reviewing it. Data shows a dramatic increase in code churn, defects, and review time. The key is to adapt review processes based on the context: blast radius, code longevity, and team size. Capturing agent reasoning can alleviate review burden.

Amazon Prime Day 2026 ends tonight. Apple has announced price hikes on MacBooks and iPads, making now the best time to buy. We've rounded up the best deals on AirPods, Apple Watch, iPads, and MacBooks.

I'm a health and wearables editor, and these are some of the top smartwatch, smart ring, and wellness deals I've found for the last day of Prime Day.

Investment, safety and next-generation AI models suggest the conversation is shifting from robot demonstrations to real-world deployment.

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Amazon Prime Day 2026 is here from June 23 to 26, earlier than usual. A robot vacuum expert curates over 30 truly worthwhile deals across brands like iRobot, Roborock, Shark, and Eufy, with prices ranging from $60 to $1,300.

Amazon's Prime Day sale ends today, June 26. We've curated the best remaining deals on tech, home, and more, including top picks from ZDNET's experts and readers.

Amazon Prime Day 2026 is almost over, but you can still find top-rated TV deals from Samsung, Sony, TCL, and more, with savings up to $2,000. This curated list features expert-tested TVs across all budgets, including OLED, Mini LED, and budget models.

Amazon Prime Day starts June 23 and ends today, June 25. Multiple flagship headphones from 2025 are discounted, including Sonos Ace, Bowers & Wilkins Px7 S3, Sennheiser Momentum 4, and more. Includes buying advice and FAQs.