Article archive
Published news and blog articles, organized by category. Browse older coverage by month or search for a topic. Undated blog guides appear after dated news.
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Will AI surpass human intelligence in 2026? Inside the AGI-timeline debate
The claim that AI will surpass human intelligence by 2026 is everywhere. What AGI actually means, what benchmarks can and cannot measure, where expert forecasts really fall, and how to evaluate the claims you read this year.
GPT-6, Claude Fable 5.1 and Gemini 3.8: inside the 2026 frontier-model race
Reported 2026 releases — GPT-6 Astra, Claude Fable 5.1, Gemini 3.8 — as a window into how the frontier-model race actually works: cadence, benchmarks, agentic features, economics, and how to read the hype.
Pixel 11 Pro vs Galaxy S26 Ultra: the on-device AI arms race in your pocket
The 2026 flagship duel is really a silicon duel. Inside the Tensor-vs-Snapdragon battle over NPUs, on-device AI features, thermals, cameras, and why seven years of updates now decides value.
September 2026 launch wave: what the new smartphone class says about where phones are going
The autumn launch window is the industry's biggest moment. What the September 2026 wave of flagships, foldables and value phones says about silicon, form factors, AI features, pricing pressure — and 2027.
Dimensity 9600 vs Snapdragon 8 Elite Gen 6 Pro: the 2026 mobile silicon battle explained
MediaTek's 9600 against Qualcomm's Snapdragon 8 Elite Gen 6 Pro: process nodes, CPU clusters, NPUs, and what the flagship chip split means for the phones you can actually buy.
Gemini 3.8 Flash is here: Google's fast-model strategy and the waiting game for the next Pro
Google shipped Gemini 3.8 Flash while the community asks where Gemini 4 Pro is. Inside the Flash tier's role: speed, context, API economics, and the ladder Google is actually climbing.
NVIDIA's Vera Rubin: how the 2026 AI chip generation actually works
Vera Rubin succeeds Blackwell as NVIDIA's 2026 data-center platform: a Vera Arm CPU paired with a Rubin GPU, HBM4 memory, and rack-scale NVLink. What changes, and what the annual cadence really buys.
Pixel 11 Pro XL vs Galaxy S26 Ultra vs iPhone 17 Pro Max: inside the 2026 camera flagship shootout
Three camera systems, three philosophies: Google's computational pipeline, Samsung's 200MP sensor, Apple's color science. What a side-by-side comparison actually reveals.
AI inference explained: how trained models earn their keep
How trained models are actually run: forward passes and KV caches, batching tradeoffs, quantization, token economics, hardware, and the push to the edge.
Inside the AI data center: power, cooling, and the machine behind every model
Racks, rectifiers, chillers, and gigawatt substations: how the physical plant behind artificial intelligence actually works — and where its power, water, and grid limits bite.
From perceptron to ChatGPT: the 100-million-unit ancestry of modern AI
The perceptron at 1958 started it all: weighted sums and thresholds, the Minsky-Papert winter, backpropagation, and the long line of descent to GPT-3.
PyTorch at scale: the framework behind the LLM boom
How a dynamic, GPU-first research framework born at Meta became the default substrate of modern machine learning — and why its move to foundation governance matters for the whole AI supply chain.
Claude vs Gemini in 2026: two LLM philosophies, one practical choice
How to choose between Claude and Gemini in 2026: model tiers, context windows, coding versus multimodal strengths, pricing, ecosystem pull, and a practical decision framework.
Pixel 11 Pro vs iPhone 17 Pro vs Galaxy S26 Ultra: the 2026 flagship speed race, decoded
The 2026 flagship speed test as a window into mobile silicon strategy — Tensor G6 vs A19 Pro vs Snapdragon 8 Elite Gen 6, why benchmarks no longer equal real-world speed, and how on-device AI changed what fast means.
Snapdragon 8 Elite Gen 6 Pro: what Qualcomm’s longest chip name yet says about 2026 phones
Qualcomm's Snapdragon 8 Elite Gen 6 Pro explained: Oryon CPU cores, Adreno GPU gains, NPU TOPS for on-device generative AI, and what the Pro tier split means for 2026 flagships.
Zuckerberg’s 2026 prediction: every business becomes an AI business
Mark Zuckerberg’s World Economic Forum prediction that AI agents will be as routine as email in every business — what it means concretely, why open-source models accelerate it, and what changes for workers and software vendors.
Galaxy S26 Ultra's hidden feature toolkit shows where phones are headed
A walkthrough of the Samsung Galaxy S26 Ultra's hidden and underadvertised features reveals a phone strategy built around on-device AI. N43 and Hermes categorize the toolkit and read the market signal.
Google I/O 2026: Gemini 4 and VEO 4 mark a multimodal leap
Google I/O 2026 put Gemini 4 and VEO 4 at the center of its platform strategy. N43 and Hermes sort the measured claims from the launch narrative across models, rollout, and competition.
NVIDIA's Rubin platform: six chips, one AI supercomputer
NVIDIA's Rubin platform bundles six new chips into a single rack-scale AI supercomputer. N43 and Hermes unpack the Vera Rubin architecture, NVL144 economics, and what it means for 2026-2027.
Pixel 11 review verdict: poker face, all-in on AI
Marques Brownlee's Poker Face review frames the Pixel 11 as Google's quietest redesign yet and loudest AI bet. N43 and Hermes parse the specs, the Tensor G6 wager, and who should actually buy.
3D V-Cache explained: the stacked-cache trick that reshaped CPU performance
How AMD's 3D V-Cache stacks SRAM directly onto the CPU die, why it delivers outsized gaming gains, and what the thermal, frequency, and pricing trade-offs look like across the X3D lineup and EPYC X-series.
Claude Opus 5: capability, personality, and Anthropic's balancing act
Why Claude Opus 5 drew strong reactions, how Anthropic's safety-first personality tuning shapes its behavior, and the prompt and steering guidance Anthropic published.
GPT-6 Astra: what OpenAI's new flagship actually changes
What GPT-6 Astra actually changes versus GPT-5-class models: reasoning depth, agentic tool use, context and memory, the Astra naming, and what remains unverified.
The iPhone 17, one cycle in: chips, cameras, and the on-device AI push
The iPhone 17 one cycle after launch: the A19-class chip and on-device AI, camera and thermal trade-offs, lengthening replacement cycles, and what the first year signals about the 2026 smartphone market.
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