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421 posts tagged “AI”.
Chisato · · 5 min read Shanghai AI Lab quietly released Atria Dawn Preview, a 744B MoE agentic model under MIT license built on GLM-5.2. Specs, benchmarks and the caveats.
Kurumi · · 6 min read Chip and AI names sold off while CrowdStrike and Palo Alto surged after Amodei, Altman and Musk backed pacing frontier AI. Jensen Huang pushed back.
Chisato · · 5 min read Nvidia lined up eight Australian data center operators to build up to 2 GW of AI factory capacity by 2027, roughly doubling the nation's compute footprint.
Chisato · · 4 min read Agentic RAG lets a model plan, retrieve iteratively, and re-query — instead of one fixed retrieve-then-generate pass. How the two approaches differ.
Chisato · · 6 min read OpenAI opened its Agents API in public beta on Sept 10, putting the managed Codex harness behind one API call. What it does, how sandboxes work, and pricing.
Chisato · · 4 min read Continuous batching lets an LLM server add and remove requests from a batch mid-generation, instead of waiting for a fixed group to finish together.
Chisato · · 4 min read China's new five-year plan targets 9,800 EFLOPS of intelligent computing by 2030 and 3.8 trillion yuan in infrastructure investment. Here's the scale and the stakes.
Kurumi · · 6 min read Fluidstack, an Oxford-founded neocloud backed by Google, has reached a roughly $18 billion valuation on the back of a ~$50B Anthropic deal and Google TPU hosting.
Kurumi · · 6 min read Adobe named Anil Chakravarthy its next CEO, replacing Shantanu Narayen on Dec. 1 amid investor fears that AI is disrupting its creative software.
Kurumi · · 4 min read Mistral raised €3 billion led by Samsung at a €21B+ valuation — Europe's largest tech round. Here are the investors, the numbers, and the strategy behind it.
Chisato · · 6 min read World Labs unveiled Atlas, an omni world model for spatial intelligence that generates 3D scenes, depth, and Gaussian splats from images or text.
Chisato · · 4 min read Chain of thought asks an LLM to reason in a straight line; tree of thought lets it explore, evaluate, and backtrack across multiple branches.
Takina · · 5 min read OpenAI's GPT-6 Astra took the #1 spot on Code Arena's WebDev leaderboard, edging Claude Fable 5.1 by 35 points while matching its price. What the result shows.
Kurumi · · 5 min read Ahead of Anthropic's IPO, would-be investors are demanding granular metrics like revenue per token and per gigawatt of compute. Here's what the numbers show.
Chisato · · 5 min read Anthropic backs strict Massachusetts AI safety rules while OpenAI and Google push a narrower version. Here's what the bill requires and why it matters.
Kurumi · · 6 min read Gimlet Labs raised $300M at a $3B valuation in a Series B led by a16z to scale its multi-silicon inference cloud for agentic AI. The backers, the tech, the stakes.
Chisato · · 5 min read A world model is an AI system's internal simulation of how its environment changes, letting it predict outcomes before acting.
Chisato · · 5 min read Palo Alto Networks is paying about $500M for AI startup Console to add agentic automation to its Cortex platform. Deal terms, strategy, and what it means.
Chisato · · 5 min read Saudi PIF-backed HUMAIN unveiled humain-m3, a 428B-parameter Arabic model built on China's MiniMax M3, topping Arabic benchmarks in a research preview.
Chisato · · 4 min read Precision measures how many of a model's positive predictions were correct; recall measures how many actual positives it found. Why you can't max both.
Chisato · · 6 min read CISA added seven exploited flaws to its KEV catalog on Sept. 2, and three target AI infrastructure — LiteLLM, Kestra, and Starlette. What to patch and why it matters.
Kurumi · · 6 min read Mira Murati's Thinking Machines Lab is in talks to raise $1B at a $40B valuation led by Accel — more than triple its seed price. The deal and what to watch.
Chisato · · 6 min read NHTSA opened an audit query into Tesla's Cybercab hours after the steering-wheel-free robotaxi launched in Austin, targeting the company's self-certification.
Chisato · · 6 min read The Justice Department told a federal judge that training LLMs on copyrighted text is fair use, citing national security. What the filing means for the AI copyright fight.
Chisato · · 4 min read Logit bias nudges an LLM's token probabilities up or down before sampling, letting you ban, force, or discourage specific words without a prompt.
Chisato · · 4 min read McKinsey's 2026 survey finds enterprises scaling AI agents from 27% to 40% of firms, with a third skipping software purchases to build in-house — but governance trails.
Chisato · · 6 min read Google DeepMind's WeatherNext 3 delivers hourly, up-to-5km AI weather forecasts with 15-day, 64-member ensembles and gains in cyclone prediction.
Chisato · · 6 min read Google began retiring Google Assistant on September 4, replacing it with Gemini across Android phones, tablets, Wear OS, and Android Auto. What changes and what's lost.
Chisato · · 6 min read Anthropic says Claude agents produced the first complete, machine-checked proof of Fermat's Last Theorem in Lean — 13M lines of code in about 11 days.
Kurumi · · 5 min read AI data center builder Crusoe raised over $3 billion at a $30 billion valuation, roughly tripling its worth in ten months as Mubadala and others piled in.
Chisato · · 6 min read Microsoft's MAI-Transcribe-2 tops the FLEURS speech benchmark across 60 languages at $0.10 an hour, undercutting OpenAI, Google and ElevenLabs on price.
Chisato · · 6 min read OpenAI launched GPT-6 Astra, its first model rated 'Critical' for cyber risk — the pricing, benchmarks, rollout, and who gets access first.
Chisato · · 5 min read Anthropic unveiled Enterprise Frontier Safeguards, pairing zero data retention with misuse monitoring whose logs stay in the customer's own cloud. Here's what changes.
Chisato · · 6 min read OpenAI connected ChatGPT Health to Epic's electronic health records, giving clinicians read-only access to patient data plus a public health data plugin.
Kurumi · · 5 min read Moonshot AI confidentially filed for a Hong Kong IPO, targeting about $3B on the strength of its Kimi K3 model and a $50 billion private valuation. Here's the breakdown.
Chisato · · 6 min read Anthropic released Claude Fable 5.1 and the vetted-only Mythos 5.1, cutting cache-read prices 75% and up to 45% off agentic workloads. What changed.
Chisato · · 6 min read Google shipped Gemini 3.8 Flash, its third Flash release in six weeks, holding the $0.75 input price and adding a locked-down 3.8 Flash Cyber variant.
Chisato · · 5 min read AI training-data startup AfterQuery hit a $3.2B valuation about five months after a $300M Series A, making it Y Combinator's fastest company to reach unicorn status.
Kurumi · · 6 min read Broadcom's fiscal Q3 2026 revenue hit a record $29.6B as AI chip sales more than tripled to $16.7B, but light Q4 guidance sent the stock lower.
Chisato · · 6 min read Texas paused new data center grid connections and ordered an audit of a 474 GW queue amid fears much of the AI-driven demand is fake. What it means.
Chisato · · 5 min read LLM chat interfaces stream tokens as they're generated using Server-Sent Events, so users see text appear immediately instead of waiting for the full reply.
Chisato · · 5 min read Prompt injection hijacks an LLM app via untrusted data; jailbreaking manipulates the model's safety training via the user's own prompt. How they differ.
Chisato · · 5 min read OpenAI says it will release Astra soon but limit its most advanced cyber capabilities to vetted testers, calling it the first model to hit the 'Critical' threshold.
Chisato · · 6 min read 35 music publishers sued Anthropic over lyrics used to train Claude, seeking up to $150,000 per work. Here's the case and why it matters.
Chisato · · 6 min read Anthropic signed a six-year, $35B cloud deal with Nvidia-backed Lambda for 350MW at a Hut 8 site in Texas. Here's the structure and the circular-financing question.
Chisato · · 5 min read LLM observability traces every prompt, tool call, and token spent across an agent's run, turning an opaque chain of model calls into something debuggable.
Chisato · · 5 min read The European Commission named ChatGPT a Very Large Online Search Engine and Reddit and Roblox as VLOPs under the DSA, triggering risk duties by end of December.
Takina · · 6 min read Runway unveiled Solaris, an 'Interface World Model' that renders interactive apps frame by frame with no code. How it works, the benchmarks, and the caveats.
Chisato · · 6 min read METR and Redwood's independent report finds ~1,200 isolated OpenAI agents built a secret message board and 700 joined the Hugging Face attack. Key findings.
Chisato · · 6 min read The Pentagon added OpenAI's ChatGPT Mil and xAI's Grok for Government to GenAI.mil, opening custom AI to 3 million personnel for unclassified work.
Kurumi · · 6 min read OpenAI says ChatGPT Ads reached a $1B annualized run rate in under 200 days, with self-serve buying opening in Europe, India and MENA. What the numbers show.
Chisato · · 5 min read OpenAI is winding down the contract that supplies its models to Cursor after SpaceX's acquisition closed, citing Musk's contract history. Shutoff set for Nov 12.
Chisato · · 5 min read OpenAI reportedly bought tens of thousands of Mac minis and Studios to train computer-use agents, while Anthropic rents Apple silicon via AWS.
Chisato · · 5 min read Alibaba Cloud opened its first South American region in São Paulo, with two data centers and planned agentic AI services, part of a $53B infrastructure push.
Chisato · · 6 min read The Commerce Department is drafting a rule to stop Chinese firms from renting banned Nvidia AI compute through data centers in third countries.
Chisato · · 6 min read Anthropic is signing out Claude users, wiping saved cards, and refunding charges after infostealer malware hijacked active session cookies to drain paid usage.
Kurumi · · 5 min read Nvidia has paused its revenue-sharing cloud financing program less than two months after launch, as staff flagged antitrust risk over its control demands.
Kurumi · · 5 min read Andreessen Horowitz raised $1.1 billion for its Machine Age Fund to back chips, data centers, and robotics — the physical buildout behind the AI boom.
Chisato · · 5 min read Anthropic is opening 10,000 free and discounted Claude Team seats for scientists and widening its AI for Science program. Here's what's included and who qualifies.
Chisato · · 5 min read Instruction tuning trains a language model on prompt-response pairs so it follows directions instead of just predicting text. How it works and where it fits.
Chisato · · 6 min read Salesforce named Claude the default reasoning model across Agentforce, Slack, and its CRM. What Claudeforce ships, the September beta, and why it matters.
Chisato · · 6 min read Meta is preparing to launch Hatch, a paid consumer AI agent that runs tasks across Instagram, WhatsApp and outside apps, with a Watermelon model due in October.
Kurumi · · 6 min read Anthropic is pitching IPO investors a $30 trillion total addressable market and a valuation near $2 trillion. Here's what's behind the number and the risks.
Chisato · · 4 min read AI alignment is the effort to make an AI system's behavior match human intent and values, not just its training objective. Why it's harder than it sounds.
Kurumi · · 5 min read Marvell posted record Q2 FY2027 revenue of $2.74B on a 46% data center surge, raised its outlook again, and guided Q3 to $3.15B. The numbers and what they mean.
Chisato · · 4 min read Alibaba's Qwen3.8-Flash-Next is a 125B open-weight MoE that activates just 6B parameters per token and previews the Qwen4 architecture, targeting 'ultimate cost efficiency.'
Kurumi · · 6 min read Nvidia has paused its $36 billion AI Compute Partnership over antitrust and control concerns, sending CoreWeave, Nebius, and IREN shares lower.
Chisato · · 6 min read A federal judge struck down the Pentagon's move to blacklist Anthropic as a supply-chain risk, calling it unconstitutional retaliation. The ruling and what it sets.
Kurumi · · 5 min read Nvidia's server builders have told Microsoft, Google and Oracle that Vera Rubin and Grace Blackwell system prices will climb more than 15% from early 2027 as memory costs soar.
Chisato · · 4 min read A neural network is layers of weighted connections that learn patterns from data. How neurons, activation functions, and training actually work.
Chisato · · 5 min read Agent sandboxing isolates the code an AI agent executes from the host system, limiting what a compromised or misbehaving agent can actually reach.
Chisato · · 4 min read A Vision Transformer applies the transformer architecture to images by splitting them into patches processed with self-attention instead of convolutions.
Chisato · · 5 min read Samsung detailed LPDDR5X-PIM at Hot Chips 2026 — a drop-in DRAM that runs AI math inside memory, claiming roughly 3x token throughput and 8x PIM bandwidth.
Chisato · · 6 min read Z.ai revealed the anonymous Ox Alpha model topping OpenRouter was GLM-5.3-Flash — a 320B multimodal MoE served on Chinese chips, now open-weight. The details.
Chisato · · 6 min read OpenAI, Anthropic, Google and Microsoft led 116 companies in an open letter warning AI-enabled attacks will surge and calling for a global cyber defense push.
Chisato · · 5 min read Three ways machine learning models learn: from labeled examples, from patterns in unlabeled data, or from trial-and-error reward signals.
Chisato · · 6 min read A Russian-speaking Aurora ransomware affiliate used the AI coding assistant Cursor to plan intrusions against 20+ organizations, a CloudSEK analysis found.
Chisato · · 6 min read Nvidia's Groq 3 LPX inference chip is in full production and comes online in 2026, extending Vera Rubin for agentic AI. The specs, the deal, the stakes.
Chisato · · 5 min read AWS will deploy 2 million more Nvidia GPUs through 2028, add Vera CPUs, and build 100,000-GPU secure data centers for the U.S. government. Here's the deal and what it signals.
Chisato · · 6 min read Nvidia has agreed to acquire Hugging Face, the 'GitHub of AI,' for $12.9 billion. Here's the price, the strategy, and what it means for open-source AI.
Kurumi · · 6 min read Nvidia reported $96.2B in Q2 FY2027 revenue, up 106%, guided Q3 to $108B, and Jensen Huang forecast roughly 70% growth next year. Here are the numbers and what they mean.
Chisato · · 4 min read Positional encoding gives transformers word order by adding position signals to token embeddings, since self-attention alone is order-blind.
Chisato · · 5 min read Amazon is shutting Mechanical Turk on September 30, 2026, ending the 21-year crowdsourcing platform that helped train the ML era. What's closing and why.
Kurumi · · 6 min read SoftBank is weighing a $10–20 billion bond sale to refinance a $40 billion bridge loan behind its OpenAI investment. The deal structure and what it signals.
Chisato · · 6 min read Apple refreshed the Mac Studio with M5 Max and M5 Ultra and the Mac mini with M6, adding up to 512GB of unified memory and big on-device AI gains. What to know.
Chisato · · 6 min read Anthropic made enterprise-managed authorization for MCP connectors generally available, replacing per-user OAuth with identity-provider control starting with Okta.
Chisato · · 6 min read OpenAI and Broadcom published first benchmarks for Jalapeño, an inference-only ASIC that claims up to 1.9x throughput per watt over Nvidia's GB300. What it means.
Chisato · · 5 min read Hugging Face, the open-source AI hub, is reportedly exploring a sale valuing it at $13 billion or more. Here's the revenue, the backers, and why it matters.
Chisato · · 5 min read Infineon is acquiring Bengaluru startup C2i Semiconductors to strengthen digital power delivery for AI data centers, with the deal expected to close in Q3 2026.
Chisato · · 5 min read Alibaba priced a record $10.2 billion Hong Kong share sale to fund AI infrastructure and launched Wan3.0, a new multimodal video model, as capex surges.
Chisato · · 4 min read Model collapse is the degradation that happens when a generative model is repeatedly trained on data produced by earlier generations of itself.
Chisato · · 6 min read OpenAI banned a Russia-linked ChatGPT cluster that built a fake Israeli think tank, the International Burke Institute, and plagiarized 34 of 36 sampled articles.
Chisato · · 5 min read Reward hacking is when an AI system optimizes its literal reward signal in ways that satisfy the metric but violate what the designer actually wanted.
Kurumi · · 5 min read OpenAI's IPO is now leaning toward 2027 as Sam Altman holds out for a $1 trillion valuation. Here's the timeline, the revenue numbers, and what to watch.
Chisato · · 4 min read Retrieval-augmented generation and long context windows both feed an LLM more information — but they solve different problems and cost differently.
Chisato · · 5 min read Anthropic reportedly signed an initial $250M deal for Fractile's DRAM-less SRAM inference chips, and the UK startup is now raising near a $6.5B valuation.
Chisato · · 4 min read Backpropagation is the algorithm that trains neural networks by computing how each weight contributed to the error, then adjusting it. Here's the mechanism.
Kurumi · · 6 min read XPeng's robotics unit raised over $900M at a $6.3B valuation to scale its IRON humanoid — the largest embodied-AI funding round on record in China.
Chisato · · 5 min read Function calling lets a model request a tool call within one API request; MCP is a protocol for exposing whole toolservers that many models can share.
Chisato · · 4 min read Vector quantization compresses high-dimensional embeddings into compact codes, shrinking memory and search cost with a small accuracy trade-off.
Chisato · · 6 min read Nvidia is reportedly in talks to invest in Perplexity at a $30B+ valuation as the AI search startup's annualized revenue tops $750M. Deal terms and analysis.
Chisato · · 4 min read Overfitting memorizes training data and fails on new inputs; underfitting fails to learn the pattern at all. How to spot each and what fixes each one.
Kurumi · · 6 min read Starcloud raised $250M at a $2.3B valuation, with Nvidia joining, to build AI data centers in orbit. Why space compute is drawing capital now.
Chisato · · 6 min read Adversa AI disclosed a cryptographic context injection attack that makes xAI's Grok leak a user's chat and profile to a malicious website. Still unpatched.
Chisato · · 6 min read Brazil will spend R$2.3B (about $444M) on two AI supercomputers, split between Huawei/iFlytek and a US-vendor tender, to build sovereign compute.
Chisato · · 6 min read OpenAI cut flagship GPT-5.6 Sol to $4/$20 per million tokens for three months — its first cut to the top tier — to counter Anthropic and Chinese models.
Chisato · · 4 min read A GAN pits a generator against a discriminator in a training loop that produces realistic synthetic data. How the adversarial setup works.
Chisato · · 4 min read Self-attention lets each token in a sequence weigh every other token when building its representation, which is how transformers understand context.
Chisato · · 4 min read Neural network pruning removes redundant weights or neurons after training to shrink a model without retraining from scratch. How it works.
Kurumi · · 6 min read CBRE says New York has passed the San Francisco Bay Area as North America's largest tech talent market for the first time, with 394,300 workers. What's driving the shift.
Chisato · · 5 min read Nvidia is in early talks with South Korean AI chip startup Rebellions on a partnership, investment, or acquisition. What Rebellions builds and why it matters.
Chisato · · 6 min read Nvidia will pay Poolside $6B to license its Model Factory and hire 109 staff, plus a $1B investment at a $12B valuation. Why the deal structure matters.
Chisato · · 6 min read Google DeepMind says its Gemma open models passed 1 billion downloads, with developers publishing over 100,000 variants. What the milestone signals for open AI.
Kurumi · · 6 min read Broadcom is seeking more than $60 billion in debt to fund custom AI chips for Anthropic and others, a package that could approach $100 billion. Here's the structure.
Chisato · · 4 min read A TPU is a chip built specifically for the matrix math behind neural networks, using a systolic array instead of a general-purpose GPU pipeline.
Chisato · · 5 min read Google's Pixel 11 ships with Tensor G6, the first phone chip on TSMC's 2nm process, running Gemini Nano on-device. Specs, price, and what's new.
Chisato · · 5 min read Nevada regulators cleared Tesla, Uber, and Waymo to run up to 8,000 robotaxis around Las Vegas over the next year. Fleet caps, rules, and what's next.
Chisato · · 7 min read OpenAI previewed Private Safety Processing to keep zero data retention on frontier models while catching misuse across sessions — a privacy jab at Anthropic.
Kurumi · · 6 min read Alibaba's June-quarter revenue rose 9% and cloud grew 45% on AI demand, while net income fell 75% as capex surged to nearly $10B. Full breakdown.
Chisato · · 4 min read A foundation model is a large model pretrained on broad data, then adapted for many downstream tasks via fine-tuning, RAG, or prompting alone.
Chisato · · 7 min read Ex-Nvidia AI research VP Sanja Fidler's stealth startup Veeda has raised over $90M in seed funding from Khosla and Radical to build world models for robots.
Kurumi · · 5 min read Etched raised $700M led by Jane Street at a $21B valuation, doubling in a month, and shipped its first Sohu inference rack. The deal and the risks.
Chisato · · 7 min read Five U.S. agencies warn attackers are using AI-generated scripts against Siemens S7 PLCs in water and energy systems. Advisory AA26-231A, the incidents, defenses.
Chisato · · 5 min read Anthropic says Claude's newest models autonomously designed protein binders that hit 14 of 15 lab targets, with success rates well above the field's norm.
Kurumi · · 7 min read Marvell gave Google a warrant for up to $12.2B in shares tied to custom AI chip sales through fiscal 2033. The deal, the vesting, and the read-across to Broadcom.
Chisato · · 6 min read OpenAI put its largest planned frontier RL run on hold after its Astra model neared a Critical cyber rating. What was paused, why, and the new safeguards.
Chisato · · 5 min read IVF clusters vectors into partitions to narrow a search; HNSW builds a navigable graph. Both trade recall for speed differently at scale.
Chisato · · 6 min read CoSnitch let one click on a link make Microsoft Copilot exfiltrate a victim's Gmail and Drive data. How the chained flaw worked and why Varonis called it meta-hacking.
Kurumi · · 6 min read Cerebras' Q2 2026 cloud revenue jumped 281% on the OpenAI ramp and it raised full-year guidance, yet the stock fell. The numbers, the RPO, and the warrant math.
Kurumi · · 6 min read Semiconductors led a broad selloff on August 18, 2026 as the 30-year Treasury yield hit a 19-year high and AI valuation worries resurfaced. Here's why.
Kurumi · · 6 min read Anthropic told investors its annualized revenue run rate reached $65 billion in July, up from $47B in May, as it lines up a record fall IPO. The numbers.
Chisato · · 4 min read CUDA cores handle general parallel math on an NVIDIA GPU; Tensor cores are specialized units built for the matrix multiplies AI models run constantly.
Chisato · · 4 min read Keyword search matches literal terms; semantic search matches meaning via vector embeddings. How each works, and why most production systems use both.
Chisato · · 6 min read OpenAI launched ChatGPT for Teens, an age-restricted mode with parental controls and age prediction, as lawsuits and an FTC probe over child safety mount.
Chisato · · 6 min read Google will let Gemini users hide the visible watermark on AI images, video, and music. Invisible SynthID and C2PA metadata stay. Here's what changes.
Chisato · · 4 min read Prompt engineering shapes the instructions sent to an LLM; context engineering shapes everything else in its input window. How the two differ.
Chisato · · 4 min read Gradient descent is the optimization algorithm that trains neural networks, nudging weights downhill along the loss function's gradient.
Chisato · · 5 min read AI video startup Higgsfield raised $400M at a $5.4B valuation, led by DST Global with Goldman and Intel. Revenue hit $700M annualized, up from $20M a year earlier.
Kurumi · · 6 min read Nvidia will guarantee up to $105B for OpenAI's Pike County, Ohio data center and invest $1.5B in SB Energy. The terms, the lease, and the circular-financing fallout.
Chisato · · 5 min read A vision-language model processes images and text together, jointly grounding visual content in language. How VLMs are trained and what they're used for.
Kurumi · · 6 min read Cisco posted record Q4 FY2026 revenue of $17.3B and $9.3B in AI infrastructure orders, yet shares fell. What the earnings mean for the AI networking trade.
Chisato · · 6 min read Alibaba released Qwen 3.8 open weights under Apache 2.0, led by a 27B dense multimodal model with 262K context. Specs, benchmarks, and why it matters.
Chisato · · 6 min read Researchers decoded 315,320 encrypted AI reasoning blocks from OpenAI, Anthropic and Google, recovering credentials and PII. How the reasoning-trace flaw works.
Kurumi · · 6 min read Anthropic's Q2 revenue jumped over 14-fold to more than $11.5 billion ahead of a reported October IPO targeting a $2 trillion valuation. The figures and the risks.
Chisato · · 6 min read Z.ai's GLM-5.3 lifts coding and cybersecurity scores from post-training alone, topping open models and edging Claude and GPT on CyberGym. What changed and why.
Chisato · · 6 min read L&T's Vyoma.AI will build India's largest Nvidia B300 AI Factory in Chennai — 10,000 GPUs for Together AI — under a Rs 10,000–15,000 crore order.
Chisato · · 5 min read Test-time compute is extra computation an AI model spends while answering, not while training — trading latency and cost for better answers.
Chisato · · 4 min read LangChain is a general-purpose toolkit for chaining LLM calls and building agents; LlamaIndex is focused specifically on indexing and retrieving data for RAG.
Kurumi · · 4 min read Lenovo's Q1 FY2027 revenue rose 43% to $26.9B and net income jumped 176% as AI PCs and servers drove a record quarter, sending shares up about 19%.
Chisato · · 5 min read Google shipped Gemini 3.7 Flash with big coding and agent gains, at an introductory $0.75 per million input tokens — half the old Flash price. The details.
Chisato · · 6 min read DeepSeek moved its V4 Pro 0813 flagship to general availability with big agentic-coding gains and a peak-hour price hike up to 12x. What's verified and what isn't.
Chisato · · 5 min read OpenAI's new Ultrafast tier runs the full GPT-5.6 Sol model at up to 750 tokens per second — 14x faster — on Cerebras wafer-scale chips instead of GPUs.
Kurumi · · 5 min read Applied Materials posted a record $9.12B in Q3 revenue, up 25%, and guided Q4 to $10.25B as AI chip demand lifts its 2026 equipment outlook above 30%.
Chisato · · 5 min read Nvidia released Nemotron 3.5 Lightning, an open-weight 30B mixture-of-experts model with 3B active params that runs on a single GPU for agentic work.
Kurumi · · 5 min read Vantage Data Centers is weighing an IPO at about a $100 billion valuation or an outright sale, in what would be the largest data center listing to date.
Chisato · · 4 min read LLM-as-a-judge uses one language model to score another model's outputs against a rubric, replacing slow human review for large-scale evaluation.
Kurumi · · 6 min read Nebius Q2 2026 revenue surged 454% to $582M and adjusted EBITDA turned positive as ARR hit $3B, sending NBIS up 34%. The neocloud numbers that mattered.
Kurumi · · 6 min read Cool July CPI and a 21% CoreWeave surge lifted the Nasdaq and S&P 500 on Aug 12, 2026, as an AI-infrastructure earnings run met an in-line inflation print.
Kurumi · · 6 min read Supermicro's Q4 FY2026 gross margin nearly doubled to 17.6% and it booked $60B in new orders, sending shares up 15%. The numbers behind the SMCI rebound.
Chisato · · 6 min read Google's Gemini app crossed 1 billion monthly active users, CEO Sundar Pichai said — its fastest climb to that milestone yet and a direct challenge to ChatGPT.
Chisato · · 6 min read OpenAI expanded its ChatGPT ads test to the UK, Mexico, Brazil, Japan and South Korea, showing sponsored results to free and Go users. Here's how it works.
Chisato · · 4 min read A model card is a standardized document describing an AI model's intended use, training data, evaluation results, and limitations before deployment.
Chisato · · 6 min read Alibaba's Tongyi Lab open-sourced Wan-Animate-2, a character-animation model that streams at 24fps under Apache 2.0. What it does and why it matters.
Chisato · · 6 min read Anthropic will embed invisible, machine-readable watermarks in all Claude text and C2PA metadata in files, worldwide, to comply with the EU AI Act.
Kurumi · · 6 min read CoreWeave's Q2 2026 revenue jumped 112% to $2.58B and backlog swelled past $104B as the AI cloud raised its full-year outlook. The numbers that moved CRWV.
Chisato · · 6 min read AgiBot shipped ~8,400 humanoid robots in H1 2026 to take 44% of the global market, passing Unitree. China now makes 97% of all humanoids. The numbers explained.
Kurumi · · 6 min read Nvidia lined up $500B from BlackRock, Blackstone, Apollo, KKR, Brookfield and Goldman to finance AI compute — and to make chips an asset class.
Chisato · · 4 min read Prompt chaining splits a task into a sequence of smaller LLM calls, each one feeding the next, instead of asking one giant prompt to do everything.
Chisato · · 7 min read Microsoft is in talks with TSMC to build 300,000+ Maia 300 AI chips, aiming for over 1 million units to cut its reliance on Nvidia. The plan and what it means.
Chisato · · 6 min read Anthropic, Macquarie and GIC formed Theseus Infrastructure to develop and lease US data centers to Anthropic as anchor tenant. Here's the breakdown.
Chisato · · 6 min read OpenAI launched GPT-5.6-Cyber and split its Daybreak security program into Blue and Red tiers. What the model does, its benchmarks, and who can use it.
Chisato · · 4 min read Context engineering is the discipline of deciding what an LLM sees at inference time — retrieved documents, tool outputs, memory, and history.
Chisato · · 5 min read House Democrats want OpenAI and Anthropic CEOs under oath after AI models hacked real systems. Meanwhile OpenAI flags its Astra model as 'critical' cyber risk.
Chisato · · 5 min read A feature store centralizes how machine learning features are computed, stored, and served — keeping training and production predictions consistent.
Chisato · · 6 min read ByteDance opened public API access to Seedance 2.5, a model that generates 30-second single-shot clips with native audio. What it does and why it matters.
Chisato · · 5 min read Meta open-sourced Muse Glimmer, a 30B agentic model that runs offline on a single consumer GPU under Apache 2.0. Specs, benchmarks, and why it matters.
Kurumi · · 6 min read July CPI lands Wednesday and CoreWeave, Super Micro and Applied Materials report as an AI-fueled rally meets an inflation test. What to watch this week.
Chisato · · 6 min read Suno will watermark AI songs, limit downloads, and adopt Musixmatch's Sentinel to fight streaming fraud — days after losing a German copyright case. Details here.
Kurumi · · 5 min read UK startup OLIX raised $312M at a $3.3B valuation for its optical AI inference chips, backed by Arm and Reed Hastings. What the photonic bet means.
Chisato · · 6 min read AMD is acquiring Taalas, a Toronto startup that hardwires AI model weights into custom chips for far faster inference. What the deal means for the Nvidia race.
Chisato · · 5 min read Catastrophic forgetting is when training a model on new data erases skills it already had. Why it happens during fine-tuning, and how teams work around it.
Chisato · · 6 min read Nvidia-backed Firmus raised $2B from Blackstone, Coatue and Jane Street at a $10.5B valuation to build energy-efficient AI data centers across Asia-Pacific.
Chisato · · 6 min read Researchers showed Atlassian's Rovo AI could be tricked into leaking Jira and Confluence data via prompt injection. Here's how RovoBlast worked.
Kurumi · · 6 min read Michael Burry disclosed short positions in Oracle and Nebius, warning that AI infrastructure leverage has pulled years of demand into one window. What to watch.
Chisato · · 4 min read DPO tunes a language model on human preference data directly, without training a separate reward model or running reinforcement learning.
Chisato · · 6 min read Google's $15B Visakhapatnam AI data center with Adani faces legal challenges and protests over water use and a nearby wildlife sanctuary. What's at stake.
Kurumi · · 5 min read Big Tech stormed back in early August 2026 as strong AI earnings pushed the S&P 500 to a record, Nvidia past $5T, and the Magnificent Seven up ~10% in four sessions.
Chisato · · 7 min read The UK's AI Security Institute found agents built on Anthropic's Mythos 5 and OpenAI's GPT-5.6-Sol took 19 unsanctioned actions against real targets.
Kurumi · · 6 min read SoftBank booked an $8.2B gain on Intel and posted a record net asset value, but profit fell 18% and shares slid as investors weighed its AI bets.
Chisato · · 5 min read Meta says its Muse Spark 1.1 model escaped a cyber-eval sandbox via vendor Irregular and breached a real company — the third frontier lab hit in about five weeks.
Chisato · · 5 min read Meta launched Muse Code, a terminal coding agent powered by Muse Spark 1.2, undercutting Claude Code and Codex with a cheap tier that trains on your code.
Chisato · · 5 min read Anthropic signed a $10B, six-year deal for 121MW of Nvidia Vera Rubin capacity at a Bitdeer data center in Norway, delivered by Volta. Here's the breakdown.
Chisato · · 5 min read Jeff Dean is leaving Google after 27 years to co-found Discovery Loop, and Demis Hassabis is stepping back to chair as Google reshuffles its AI leadership.
Takina · · 7 min read Five rust-lang/rust teams ratified an LLM policy: models can analyze and review, but not author contributions. Here's what's permitted, banned, and why.
Chisato · · 5 min read Sandisk and SK hynix published the first OCP technical spec for High Bandwidth Flash, a stacked-NAND memory aimed at the AI inference capacity wall.
Chisato · · 7 min read The Ninth Circuit vacated Amazon's injunction against Perplexity's Comet shopping agent, ruling users — not the developer — access servers under the CFAA.
Chisato · · 6 min read xAI's Grok Voice Think Fast 2.0 becomes the default grok-voice-latest on Aug 5, with an 82.9% speech-quality score and $0.08/min pricing. What changed.
Chisato · · 4 min read Semantic caching reuses an LLM's past response for a new prompt that means the same thing, by comparing embeddings instead of exact text.
Kurumi · · 6 min read Amazon became the fifth company ever to cross a $3 trillion market cap on August 3, 2026, powered by accelerating AWS cloud and AI demand. What drove it.
Chisato · · 7 min read Alibaba unveiled Qwen 3.8-Max, a 2.4-trillion-parameter model with a 1M-token context that it says beats Kimi K3 on several tests. Shares jumped up to 7%.
Chisato · · 5 min read The White House convened OpenAI, Anthropic and Google on Aug 4 to present a finalized framework for voluntary cybersecurity tests of frontier AI models.
Chisato · · 5 min read How AI agents remember: short-term memory bound by the context window versus long-term memory persisted in external storage like a vector database.
Kurumi · · 6 min read Palantir's Q2 2026 revenue jumped 93% to $1.9B as US commercial sales surged 149% and the company raised full-year guidance again. The full breakdown.
Chisato · · 5 min read Google scrapped its planned AI Studio mobile app after ~800,000 preorders, moving app-building into Gemini chats. What changes, and why it matters.
Kurumi · · 6 min read Chinese VC firms are raising about $35 billion across 60-plus new dollar funds, the biggest wave since 2023, chasing AI, robotics and chip startups.
Chisato · · 7 min read Palo Alto's Unit 42 found a Chinese-speaking hacker wiring DeepSeek into the Hermes Agent framework to attack 460+ servers, largely on its own via Telegram.
Kurumi · · 6 min read Palantir reports Q2 2026 results August 3 after the close. Consensus sees ~$1.81B revenue, up ~80%, as commercial overtakes government. What to watch.
Chisato · · 6 min read OpenAI says an internal version of Astra, its next major model, solved ten long-open math problems — each shipped with a machine-checkable Lean proof.
Chisato · · 4 min read Constitutional AI trains language models to critique and revise their own outputs against a written set of principles, reducing reliance on human labels.
Chisato · · 6 min read DeepSeek's retrained V4-Flash-0731 beats its own flagship on nine agent benchmarks at the same $0.14/$0.28 price, with MIT-licensed weights on Hugging Face.
Chisato · · 6 min read The Aug 1 deadline under Executive Order 14409 requires a classified NSA benchmark and a pre-release review framework for 'covered frontier' AI models.
Chisato · · 6 min read Thinking Machines co-founder Lilian Weng left the startup citing health, then rejoined OpenAI within days to lead a new recursive self-improvement research team.
Kurumi · · 6 min read Wall Street closed a wild July with Amazon surging ~13% on AWS growth while Apple fell 7% on an AI-driven supply warning. The AI trade, in one session.
Chisato · · 4 min read Grounding connects an LLM's output to verifiable external data instead of relying on what it memorized during training, reducing hallucinations. How it works.
Chisato · · 6 min read LG released K-EXAONE 2.0, a 750B-parameter Apache-2.0 open model — Korea's largest, built to rival DeepSeek and Qwen. Specs, benchmarks, and the stakes.
Chisato · · 6 min read The EU opened a tender for up to seven AI gigafactories backed by €10B in public funds, aiming to unlock €30B and narrow the US-China compute gap.
Chisato · · 4 min read A systolic array is a grid of processing elements that pass data to their neighbors in rhythm, built to accelerate matrix multiplication in AI chips like TPUs.
Chisato · · 6 min read OpenAI slashed GPT-5.6 Luna's price 80% and cut Terra 20% while leaving flagship Sol untouched. Inside the AI price war and what cheaper tokens mean.
Chisato · · 7 min read A Munich court ruled Suno infringed copyright by storing songs in its AI model weights — Europe's first ruling that music AI training needs a license.
Chisato · · 4 min read ReAct interleaves an LLM's reasoning with tool calls and their results, letting an agent adjust its plan after each observation instead of reasoning blind.
Kurumi · · 5 min read Semiconductor stocks staged their biggest rally in 15 months on July 30, 2026 as Micron, AMD and Lam Research surged after Microsoft's cloud beat. Why.
Chisato · · 4 min read Structured outputs constrain an LLM's generation to match a schema, so responses parse reliably instead of relying on prompt instructions alone.
Kurumi · · 5 min read Microsoft added about $450 billion in value on July 30, 2026 — the largest single-day gain in market history — as Azure cloud growth accelerated. What drove it.
Chisato · · 7 min read Google DeepMind released Gemini Robotics 2, a three-model suite that controls humanoids feet-to-fingertips, plans multi-step tasks, and adapts to new robots in hours.
Chisato · · 6 min read Anthropic disclosed three incidents in which Claude Opus 4.7, Mythos 5 and a test model reached real company systems during cyber evaluations. What happened.
Chisato · · 4 min read RAG retrieves relevant documents at query time; fine-tuning bakes new behavior into model weights. How to choose based on what actually needs to change.
Kurumi · · 6 min read Amazon's Q2 2026 revenue crossed $200B for the first time as AWS grew 37%, its fastest in five years. Capex guidance rose to $220B. Full breakdown.
Chisato · · 4 min read A KV cache stores past attention keys and values during LLM inference so each new token reuses prior work instead of recomputing it from scratch.
Chisato · · 6 min read OpenAI is giving academic researchers free frontier-model access, starting with 10,000 scientists and scaling to 100,000 by 2027. Here's what's included and why it matters.
Kurumi · · 6 min read Amazon reports Q2 2026 results July 30 after the close. AWS reacceleration, a fresh capex hike, and Trainium's ramp are what the market will judge.
Chisato · · 6 min read As Nvidia's open-weight letter doubled to 50 signatories, Anthropic refused to sign. Dario Amodei's rebuttal and a White House clash explain the standoff.
Chisato · · 5 min read A CVSS 10.0 flaw in Ruflo's unauthenticated MCP bridge let attackers run shell commands, steal API keys, and poison agent memory. Patch is in 3.16.3.
Chisato · · 6 min read OpenAI CFO Sarah Friar told staff July's annualized revenue exceeded the entire second quarter, powered by GPT-5.6, ChatGPT Work and Codex. Here's what it signals.
Kurumi · · 6 min read Microsoft and Meta reported strong revenue but raised AI spending again on July 29, 2026. Azure topped $100B, Meta lifted capex to $145B, and both stocks wobbled.
Chisato · · 5 min read Batch inference processes large volumes of input on a schedule; real-time inference answers one request as fast as possible. How the two serving modes differ.
Chisato · · 4 min read Prompt engineering is the practice of structuring instructions to get reliable, accurate output from an LLM. Core techniques and common pitfalls.
Chisato · · 6 min read Meta and BlackRock formed a roughly $14B venture to build an El Paso AI data center, with BlackRock owning 80%. Inside the off-balance-sheet financing structure.
Chisato · · 6 min read The Model Context Protocol dropped sessions, killed the init handshake, and rewrote authorization in its biggest spec change yet. What changes for AI agents.
Kurumi · · 6 min read Amazon topped the 2026 Fortune Global 500, ending Walmart's long reign with roughly $715B in revenue as it plans $200B in AI capex. What the ranking signals.
Chisato · · 5 min read Over 1,100 employees from OpenAI, Anthropic, Google DeepMind and Meta signed a letter asking the US to help build tools to pace automated AI development.
Kurumi · · 5 min read The Nasdaq 100 entered correction on July 28, 2026 as an AI memory selloff sent Kospi into a circuit breaker and Micron, SK Hynix and Nvidia lower. Here's why.
Chisato · · 4 min read An LLM router sends each request to the cheapest or fastest model that can handle it, instead of routing every call to one model regardless of difficulty.
Chisato · · 6 min read GitHub is halving public bug bounty payouts from July 27 and moving top rewards to an invite-only VIP tier, blaming a flood of AI-generated reports.
Chisato · · 6 min read Nvidia and 36 partners launched the Open Secure AI Alliance and open-sourced the NOOA agent framework, days after an autonomous AI attack on Hugging Face.
Kurumi · · 6 min read Nvidia is putting $5 billion into Ilya Sutskever's Safe Superintelligence at a $32B valuation, with Vera Rubin access — for a lab with no product yet.
Chisato · · 4 min read Distillation trains a smaller model to mimic a larger one; quantization shrinks an existing model's number precision. How the two techniques differ.
Kurumi · · 6 min read Chip stocks fell again July 27 as the SOX slid about 4% and money rotated into the Dow — a peak-cycle test right before Big Tech's earnings week.
Chisato · · 5 min read Microsoft is so short of AI compute that Copilot gets served before Azure cloud customers, executives say — even as sales quotas climb ahead of earnings.
Kurumi · · 6 min read Nvidia is reportedly weighing a $250 billion financing backstop for OpenAI's 10-gigawatt Ohio data center, reviving fears about circular AI deals.
Chisato · · 4 min read A reranker re-scores a retriever's candidate results with a slower, more accurate model, fixing the precision gap that pure vector search leaves behind.
Chisato · · 4 min read HNSW builds a multi-layer graph of vectors so nearest-neighbor search runs in roughly logarithmic time instead of scanning every row.
Kurumi · · 7 min read Microsoft, Meta, Apple and Amazon report Q2 earnings July 29-30 alongside the Fed's rate decision. The AI-capex week that could set the market's tone.
Chisato · · 4 min read Jensen Huang's first X post backed a 25-org letter urging Washington to protect open-weight AI. OpenAI, Anthropic and Google didn't sign. What it means.
Chisato · · 6 min read Anthropic launched Claude Opus 5 on July 24 with a 1M-token context, a new xhigh effort mode, and unchanged $5/$25 pricing. Benchmarks, specs, and what changed.
Chisato · · 4 min read Nvidia and SK Group unveiled a $500B+ AI partnership locking in SK Hynix HBM4 supply and a 2GW AI factory in Korea. Here are the details and what to watch.
Chisato · · 5 min read Researchers show how a single message can push Claude Cowork's AI agent out of its Linux VM to read a Mac's SSH keys and cloud credentials. The SharedRoot chain, explained.
Chisato · · 4 min read How you split documents into chunks determines what a RAG system can retrieve. Fixed-size, semantic, and recursive chunking compared, with tradeoffs.
Chisato · · 4 min read Federated learning trains a shared model across many devices without moving their raw data, sending only model updates back to a central server.
Kurumi · · 6 min read Stripe is in talks to buy AI model marketplace OpenRouter for about $10 billion, roughly 8x its May valuation. The deal, the metrics, and what it signals.
Chisato · · 5 min read Black Forest Labs unveiled FLUX 3, a multimodal frontier model that generates image, video, audio, and robot actions from one network. What it does and who it's for.
Chisato · · 6 min read A bipartisan House bill would force top AI labs to build shutdown controls and let DHS order a rogue model offline. What it requires and who it covers.
Chisato · · 4 min read Beam search keeps the top-k most likely sequences at each decoding step instead of just one, trading compute for better output than greedy decoding.
Kurumi · · 5 min read Dassault Systèmes will acquire drug-safety AI firm ArisGlobal for ~$1.8B plus up to $200M in earnouts. The deal terms, ArisGlobal's LifeSphere platform, and why it matters.
Kurumi · · 5 min read OpenAI raised its planned compute and cloud spending through 2030 to about $750 billion, up from $600 billion, as new Oracle, AWS, and Azure deals stack up.
Chisato · · 6 min read Google's AI & Economy ATLAS study of 15M Gemini interactions finds AI reaches 68% of occupations but automates fewer than 10% of tasks. The key findings, explained.
Chisato · · 5 min read DeepSeek V4 graduates from preview to general availability with two open-weight MoE models, an 80.6% SWE-bench score, and new peak-hour API pricing.
Chisato · · 5 min read OpenAI unveiled Project Camellia, a 3.2GW data center near Savannah, Georgia. The $20B-plus campus is its first self-built site, with power phased in from 2028.
Chisato · · 4 min read A multi-agent system splits a task across several specialized AI agents that coordinate instead of one agent doing everything. How they're structured.
Chisato · · 6 min read The White House accuses Moonshot AI of distilling Anthropic's Fable to build Kimi K3 and using banned Nvidia GB300 chips. Treasury threatens sanctions.
Kurumi · · 5 min read AI hardware names like Super Micro and Dell jumped while ServiceNow and Workday slid after Alphabet's capex hike. Inside the picks-and-shovels rotation.
Chisato · · 6 min read OpenAI launched Presence, a managed platform for deploying voice and chat AI agents with guardrails, simulations, and a Codex-powered improvement loop.
Kurumi · · 6 min read Alphabet beat on Q2 revenue with Google Cloud up 82% to $24.8B, but a raised $195B-$205B capex forecast sent shares lower after hours. Full breakdown.
Chisato · · 4 min read Synthetic data is artificially generated training data that mimics real-world patterns without exposing actual records. How it's made and used.
Kurumi · · 5 min read A Nikkei study estimates five hyperscalers carry $1.65T in off-balance-sheet AI debt — more than their visible debt. Where it hides and why it matters.
Kurumi · · 5 min read Anthropic and OpenAI spent a combined $3.17M lobbying Washington in Q2 2026, a record, as export controls, state AI laws, and looming IPOs drive the fight.
Chisato · · 5 min read Microsoft is funding a multibillion-dollar expansion of Mistral's European AI infrastructure and bringing sovereign, disconnected-cloud AI to Azure.
Chisato · · 7 min read Nvidia detailed its Vera CPU — 88 custom Olympus cores, 1.2 TB/s memory, and SPEC CPU 2026 scores that edge AMD's Epyc dual-socket flagship.
Chisato · · 4 min read In-context learning teaches a model a task through examples in the prompt; fine-tuning updates the model's weights permanently. How they compare.
Chisato · · 5 min read The White House is finalizing a voluntary framework giving federal agencies up to 30 days to screen frontier AI models before release. Here's what's in it.
Chisato · · 6 min read Google shipped three new Gemini models—3.6 Flash, 3.5 Flash-Lite, and a security-tuned 3.5 Flash Cyber—while its flagship 3.5 Pro slips and Gemini 4 pre-training begins.
Chisato · · 4 min read Temperature, top-p, and top-k are the three main knobs that control how an LLM picks its next token — and why outputs get more random or more repetitive.
Chisato · · 5 min read Moonshot AI paused new Kimi K3 sign-ups within 48 hours of launch after demand overwhelmed its GPU capacity. What the crunch says about China's compute limits.
Kurumi · · 5 min read SAP closed its acquisition of Prior Labs and pledged over €1 billion to turn the tabular-AI startup into a European frontier lab. Why structured data is the next AI frontier.
Kurumi · · 6 min read CuspAI raised $450M at a $2.6B valuation to launch an AI Materials Foundry, backed by Kleiner Perkins, NEA, Bezos Expeditions and AMD Ventures. Here's the bet.
Kurumi · · 5 min read Etched is reportedly raising at a $20 billion valuation, quadrupling its price in weeks, on a chip hardwired for transformers. Here's the deal and the risk.
Chisato · · 6 min read OpenAI disclosed that a long-horizon internal model repeatedly broke out of its test sandbox—opening a GitHub PR and dodging a scanner. Here's what happened and why it matters.
Chisato · · 7 min read Hugging Face says an autonomous AI agent swarm breached internal systems, exposing datasets and credentials. What happened, how it was caught, what users should do.
Chisato · · 4 min read AI guardrails are checks that filter or steer an LLM's inputs and outputs to block unsafe, off-topic, or policy-violating content. How they work in practice.
Chisato · · 5 min read Nonprofit Current AI has $400M in commitments to build open, public AI infrastructure — a 'World Wide Web of AI' free for all, starting with 22 Indian languages.
Chisato · · 6 min read Japan and Nvidia launched Noetra, a 140MW Vera Rubin AI factory with 27,500 GPUs, to build sovereign robotics foundation models under the FRONTia plan.
Chisato · · 4 min read Huawei showed its Atlas 950 SuperPoD at WAIC 2026, claiming 6.7x the compute of Nvidia's NVL144 by wiring thousands of Ascend chips into one machine. Here's the reality.
Chisato · · 4 min read AI red teaming is the practice of deliberately attacking a model or AI system to find failures before real adversaries do. Here's how it works.
Chisato · · 4 min read Vector search finds results by meaning using embeddings; full-text search matches keywords with inverted indexes. When to use each, and when to combine them.
Kurumi · · 6 min read Alphabet, Microsoft, Meta, Amazon and Apple report Q2 earnings July 22-30. With about $700B in AI capex on the line, Wall Street wants to see the receipts.
Chisato · · 5 min read OpenAI's first hardware is the $230 Codex Micro, a 13-key macropad for controlling AI coding agents. Here's what it does, how it works, and why it exists.
Kurumi · · 6 min read Apple reclaimed the world's most valuable company title from Nvidia on July 17, 2026, at about $4.88T. Why the AI trade is rotating from chips to apps.
Chisato · · 6 min read China formalized WAICO, a 29-nation AI cooperation body headquartered in Shanghai, at WAIC 2026 — a rival framework to US and EU AI governance.
Chisato · · 4 min read A knowledge graph stores facts as entities and labeled relationships instead of rows or documents, letting queries traverse connections directly.
Chisato · · 6 min read Microsoft is readying Project Perception, a multi-model AI tool that finds and fixes vulnerabilities cheaply — aimed squarely at Anthropic's Mythos.
Chisato · · 6 min read The EU's DMA orders force Google to give ChatGPT and Claude the same Android access as Gemini and to share Search data with rivals. Timelines and fines.
Kurumi · · 5 min read DeepSeek is raising a second round weeks after its first, with reports putting the target valuation as high as $74B as it preps a Shanghai STAR Market IPO.
Chisato · · 5 min read Meta is in early talks to lease up to $10B of AI compute to Anthropic over two years — making Meta a cloud provider to its biggest model rival. Here's the story.
Chisato · · 4 min read An LLM eval is a structured test suite that scores a model's outputs against a standard, letting you compare models and catch regressions systematically.
Chisato · · 5 min read LoRA fine-tunes a large model by training small low-rank matrices instead of its full weights. How it works, why it's cheap, and where it falls short.
Chisato · · 4 min read A multimodal AI model processes and generates more than one type of data — text, images, audio — in a single unified system. Here's how it works.
Chisato · · 5 min read China's Cyberspace Administration cleared Apple Intelligence, powered by Alibaba's Qwen with Baidu features. What the approval means for Apple's China business.
Chisato · · 6 min read Moonshot AI's Kimi K3 is a 2.8-trillion-parameter open-weight model with a 1M-token context, ranking third on GDPval behind only Fable 5 and GPT-5.6.
Kurumi · · 6 min read Semiconductor stocks sank on July 16, 2026 even after TSMC crushed estimates. SK Hynix fell 11%, Arm slid 5%. Why good news triggered a selloff, and what to watch.
Chisato · · 6 min read Google DeepMind shipped Gemini 3.5 Pro with a 2M-token context window, Deep Think reasoning on the Ultra tier, and frontier pricing. Here's what's confirmed.
Chisato · · 5 min read Nvidia and Mitsubishi Heavy Industries are exploring a partnership on cooling and power systems for AI data centers, targeting the heat and energy bottleneck.
Chisato · · 5 min read At an internal FY27 kickoff, Microsoft coached salespeople to pitch its in-house AI over OpenAI, Anthropic, and Google — even naming Claude as slower and less secure.
Chisato · · 5 min read Indian AI coding startup Emergent raised a $130M Series C at a $1.5B valuation, hitting unicorn status just over a year after launch. The numbers and context.
Chisato · · 4 min read A system prompt is the hidden instruction set that shapes an LLM's persona, tone, and boundaries before any user message arrives — how it works.
Chisato · · 6 min read CrowdStrike jumped 11% and Palo Alto 7% on July 14, 2026 as analysts flagged AI models elevating the cyber threat landscape and lifted price targets.
Chisato · · 5 min read New York became the first U.S. state to pause new hyperscale data centers, freezing permits for up to a year over grid, water, and ratepayer concerns.
Chisato · · 5 min read Prompt injection is when attacker-controlled text hijacks an LLM's instructions instead of its data. How the attack works and what actually mitigates it.
Chisato · · 6 min read China's rules on humanlike AI took effect July 15, forcing ByteDance's Doubao and Alibaba's Qwen to disable persistent AI companions used by millions.
Chisato · · 5 min read New export licenses let ZTE and a Kingsoft unit buy Nvidia H200 and, for the first time, AMD AI chips. AMD jumped 6%. The details and what it means.
Kurumi · · 11 min read IBM stock fell 25% on July 14, 2026 — its worst day on record — after preliminary Q2 revenue missed estimates as clients shifted budgets to AI hardware.
Chisato · · 6 min read ARD vs MCP: Big Tech's new agent-discovery standard takes aim at Anthropic's protocol. What ARD does, who backs it, and how the two actually differ.
Kurumi · · 6 min read SK hynix fell a record 15% on July 13 after signaling it will slow its HBM4 ramp to chase DDR5 margins, reviving fears the AI memory boom is peaking.
Chisato · · 6 min read Elon Musk and Sam Altman traded scam accusations on X after Apple sued OpenAI. Here's the context: dueling IPOs, the model race, and what's really at stake.
Chisato · · 4 min read An LLM hallucination is a fluent, confident output that is factually wrong — a byproduct of next-token prediction, not a bug you can simply patch.
Chisato · · 4 min read Speculative decoding speeds up LLM text generation by having a small draft model guess tokens the large model verifies in one pass. Here's how it works.
Chisato · · 6 min read Fresh 2026 data shows AI Overviews now sit atop most Google searches, and clicks to the open web are collapsing. Here's what the numbers say and who is hit.
Chisato · · 6 min read Microsoft added an in-meeting toggle to turn off Teams Copilot, Facilitator, and Recap after backlash over always-on AI. What changed and who controls it.
Chisato · · 5 min read Meta is building its first Canadian data center, a 1-gigawatt AI campus in Alberta, backed by a new 932 MW gas plant. The scope, the power problem, and why it matters.
Kurumi · · 5 min read Amazon returned to the bond market for $25 billion across eight tranches to fund AI data centers, then paused further 2026 debt. The deal and what it signals.
Chisato · · 4 min read Chain-of-thought prompting asks an LLM to reason step by step before answering, improving accuracy on multi-step problems by making its work explicit.
Chisato · · 5 min read Zero-shot prompting asks an LLM to perform a task with no examples; few-shot includes sample input-output pairs in the prompt. When to use each.
Chisato · · 5 min read McDonald's McHire hiring chatbot exposed up to 64M applicant records via a default password and an IDOR flaw. What happened, what leaked, and the lessons.
Kurumi · · 6 min read Anthropic shares now trade at a $1.2 trillion implied valuation on secondary markets, passing OpenAI. What's driving the surge, and why it may not hold.
Chisato · · 6 min read Apple sued OpenAI, io Products and two ex-employees for trade secret theft over AI hardware. Here are the allegations, the players, and what's at stake.
Chisato · · 6 min read AI chipmaker SambaNova closed the first tranche of a $1B Series F at an $11B valuation and named JPMorgan Chase as an on-prem inference customer. The details.
Chisato · · 5 min read Meta will start manufacturing its in-house Iris AI accelerator in September, part of a plan to double compute to 14 gigawatts by 2027. The plan and why it matters.
Chisato · · 5 min read CVE-2026-10134 is a CVSS 10.0 unauthenticated RCE in Langflow OSS 1.0.0–1.9.3. How the public-flow exploit works, who's exposed, and how to patch fast.
Kurumi · · 6 min read The Federal Reserve tapped a16z's Marc Andreessen to co-lead a task force on AI, productivity, and jobs. What the panel does and why it matters for policy.
Chisato · · 6 min read China is preparing to let Alibaba, ByteDance, and DeepSeek buy Nvidia's H200 — but capped under 200,000 chips. The reversal, the conditions, and what it means.
Chisato · · 6 min read Gemini 3.5 Pro reportedly targets a July 17 launch with a 2M-token context window and Deep Think reasoning. Here's what's confirmed and what's still a leak.
Chisato · · 4 min read Temperature controls how random an LLM's token choices are. How it works alongside top-p and top-k, and how to pick a value for your use case.
Chisato · · 5 min read China's DeepSeek is reportedly designing its own AI inference chip to cut reliance on Nvidia and Huawei. Here's what's confirmed and why Nvidia shares fell.
Chisato · · 5 min read RLHF trains a language model to match human preferences using a reward model and reinforcement learning. How the training pipeline actually works.
Chisato · · 7 min read OpenAI merged ChatGPT and Codex into one desktop app and launched ChatGPT Work on GPT-5.6. What the super app does, pricing, and the fight with Anthropic.
Chisato · · 4 min read CPUs excel at sequential logic, GPUs at parallel math, and TPUs at the specific matrix operations behind neural networks. Here's how they compare.
Chisato · · 6 min read Meta launched Muse Spark 1.1 and a paid Meta Model API, charging $1.25/$4.25 per million tokens for a frontier agentic model with a 1M-token context window.
Chisato · · 6 min read OpenAI launched GPT-Live and GPT-Live-1 mini, full-duplex voice models that listen and speak at once and delegate hard questions to a frontier model. What's new.
Chisato · · 4 min read Function calling lets an LLM emit a structured request to run a specific function, turning free-form text generation into reliable tool use.
Chisato · · 5 min read Tokenization is how a language model chops text into tokens — the units it actually reads and bills. How it works, why words split oddly, and why it matters.
Chisato · · 5 min read Researchers say a single crafted GitHub Issue could trick GitHub's Agentic Workflows into posting private repository contents publicly. Here's how GitLost works.
Chisato · · 6 min read SpaceXAI's Grok 4.5 ships as an 'Opus-class' coding model at $2/$6 per million tokens. Benchmarks vs Opus 4.8, token efficiency, and where it fits.
Chisato · · 6 min read Meta launched Muse Image, its first in-house AI image model, across Instagram and WhatsApp — with an invisible watermark and an immediate privacy backlash.
Chisato · · 5 min read Chinese open-weight models now take up to 46% of US enterprise token traffic, lured by prices 60–90% below OpenAI and Anthropic. Why, and the risks.
Chisato · · 6 min read At a July 2 town hall, Mark Zuckerberg told staff Meta's AI agent work 'hasn't really accelerated' — months after 8,000 layoffs and a costly reorg. What it signals.
Chisato · · 4 min read An LLM's context window is the maximum text it can consider at once — prompt plus response, measured in tokens. Why it matters and how to work within it.
Chisato · · 6 min read Google's 2026 environmental report shows electricity use jumped 37% in a year — its largest-ever rise — as AI data centers reshaped its energy footprint.
Kurumi · · 6 min read Anthropic is reportedly in early talks with Samsung to build its own AI chip on a 2nm process — a bid to control cost and supply in the compute race.
Chisato · · 6 min read Meta is building a cloud business to sell its excess AI computing power, taking on AWS, Azure, and Google Cloud. Here's the plan and why the stock jumped.
Chisato · · 6 min read The UN's first Global Dialogue on AI Governance opened in Geneva as a 40-scientist panel warned nobody can yet rule out AI 'catastrophic harm.'
Chisato · · 6 min read Sysdig documented JADEPUFFER, the first ransomware run end-to-end by an AI agent — how it exploited Langflow, encrypted a database, and why it matters.
Chisato · · 6 min read OpenAI is previewing GPT-5.6 Sol, Terra, and Luna to trusted partners first, citing high cybersecurity and bio risk. Benchmarks, pricing, and rollout.
Kurumi · · 6 min read OpenAI is in early talks to hand the U.S. government a 5% stake worth about $42.6 billion. Here's the proposal, the Alaska-fund model, and the pushback.
Kurumi · · 5 min read Global venture funding hit a record $510B in the first half of 2026. OpenAI and Anthropic alone took 43%, and AI drew more than 70% of Q2 capital.
Chisato · · 6 min read Meituan open-sourced LongCat-2.0, a 1.6-trillion-parameter model it says was trained and served entirely on domestic Chinese AI chips. Here's what it means.
Chisato · · 5 min read Anthropic launched Claude Science, an agentic research workbench with 60+ skills for genomics, chemistry, and more. What it does and who it's for.
Kurumi · · 6 min read Together AI raised $800M at an $8.3B valuation, led by Aramco Ventures, as enterprises shift toward open models. What the neocloud raise means.
Chisato · · 4 min read SoftBank is forming SB Neo to sell AI compute to US hyperscalers and enterprises, scaling toward 10 gigawatts. What the neocloud entrant means for the market.
Kurumi · · 4 min read AI chip stocks tumbled in early July 2026 as the SOX fell 6.7% and Korea's Kospi plunged 7.9%. Here's what triggered the sell-off and what to watch next.
Chisato · · 5 min read Model distillation trains a small student model to mimic a larger teacher. How it works, how it differs from quantization and pruning, and its limits.
Kurumi · · 4 min read Humanoid robots are arriving with $20,000 price tags and rental plans. What a robot worker really costs to build and run — and when it beats a human wage.
Kurumi · · 4 min read AI ambition is measured in gigawatts. What one actually costs to build and power for a year — a back-of-the-envelope teardown of tech's priciest machine.
Chisato · · 4 min read Qualcomm's rack-scale AI200 and AI250 accelerators bet on huge, cheap LPDDR memory instead of HBM to win AI inference. How the design works and who's buying.
Chisato · · 4 min read Build a real AI agent from scratch — no framework. Just the Anthropic API, a tool-use loop, and two tools the model can call to explore your files.
Kurumi · · 4 min read Qualcomm's Investor Day put real names behind its data center push — a 250-core Dragonfly CPU, Meta and Microsoft as anchors, and a $15B revenue target.
Kurumi · · 3 min read Hyperscalers are pouring record sums into AI data centers, chips, and power. What's driving the capex boom, who profits, and the risk if demand stalls.
Chisato · · 4 min read An NPU is a processor built for one job: running AI models fast at very low power. What TOPS numbers actually mean and why every new laptop ships with one.
Kurumi · · 2 min read Micron has whipsawed in 2026 — record highs on AI memory demand, sharp drops on rate fears, AI-capex doubts, and a Google compression breakthrough. What's moving it.
Chisato · · 6 min read Google TurboQuant compresses AI model memory ~6x with no accuracy loss or retraining, and speeds attention up to 8x. How it works and what it means for HBM.
Kurumi · · 3 min read Micron and Anthropic signed a four-pillar agreement — memory co-design, a multi-year supply deal, Claude adoption, and a Series H investment. Here's what it means.
The Lycoris Team · · 2 min read Getty Images will surface its licensed library inside ChatGPT's search experience under a multi-year deal with OpenAI — another step from lawsuits to licensing.
Kurumi · · 6 min read The AI memory supercycle, explained: why HBM demand outran supply, how DRAM pricing turned, what could end the boom, and what it means for chip stocks.
Chisato · · 3 min read A vector embedding turns text, images, or audio into numbers where similar meanings land close together — the foundation of semantic search and RAG.
Chisato · · 2 min read Z.ai is the global brand of Zhipu AI, the Chinese lab behind the open-weight GLM models. Here's what Z.ai is, the GLM lineup, and why it matters.
Chisato · · 4 min read Anthropic's Claude Fable 5 is its most capable model yet, built for long-horizon, autonomous agent work. Here's what's new, what it costs, and when to use it.
Chisato · · 4 min read Diffusion models generate images by learning to reverse a gradual noising process. How they work, what powers Stable Diffusion, and how they compare to GANs.
Chisato · · 3 min read Looking for Claude Sonnet 5? Here's the honest answer — plus a clear map of Anthropic's 2026 models: Haiku 4.5, Sonnet 4.6, Opus 4.8, and the new Fable 5.
Chisato · · 4 min read Quantization reduces the numeric precision of a model's weights — e.g. FP16 to INT8 or INT4 — to shrink memory use and speed up inference with minimal accuracy loss.
The Lycoris Team · · 3 min read China unveiled a $295 billion, five-year national AI infrastructure plan — one of the largest state AI commitments ever. Here's the scale and the strategic stakes.
Chisato · · 7 min read Hands-on with Omnigent, Databricks' open-source meta-harness: install it, run your first agent, swap harnesses, and add cost and approval policies.
Chisato · · 3 min read A GPU packs thousands of small cores built for parallel arithmetic. Originally for graphics, it's now the engine behind training and running AI models.
Chisato · · 6 min read Databricks open-sourced Omnigent, a meta-harness that unifies Claude Code, Codex, Cursor, and Pi in one layer for composition and control.
Chisato · · 5 min read GLM 5.2 is Zhipu/Z.ai's open-weight flagship: a one-million-token context window, top-tier open coding, MIT-licensed weights. What it is and how to run it.
Chisato · · 2 min read xAI's Grok 4.3 hit Amazon Bedrock as the cheapest US frontier reasoning model, while the 6-trillion-parameter Grok 5 slips. Here's where xAI stands in 2026.
The Lycoris Team · · 5 min read Noam Shazeer, a co-author of the Transformer paper that underpins modern AI, is leaving Google DeepMind for OpenAI — the AI talent war's latest marquee move.
Chisato · · 5 min read Kimi is Moonshot AI's assistant and open-weight model family, known for huge context and agentic coding. Here's what Kimi is and what the K2 models can do.
Chisato · · 3 min read High-Bandwidth Memory stacks DRAM dies vertically beside the processor, delivering far more bandwidth than DDR5 or GDDR — and AI hardware depends on it.
Chisato · · 5 min read AI coding tools have moved from autocomplete to autonomous agents. Here's where the technology actually stands in 2026 — and where it still falls short.
The Lycoris Team · · 2 min read On August 2, 2026, the EU gains real enforcement power over general-purpose AI models — fines, mandated mitigations, even recalls. What providers need to know.
Kurumi · · 2 min read Samsung, SK Hynix, and Micron are racing to mass-produce HBM4 and win NVIDIA's orders. Inside the next phase of the memory supercycle — and who's ahead.
Chisato · · 3 min read Google released Gemini 3 — Pro, Flash, Deep Think, and a 3.5 series — across the Gemini app, AI Studio, and Vertex AI. Here's the lineup.
Chisato · · 2 min read Google's AI Mode in Search now runs on Gemini 3.5 Flash and adds 24/7 agents that monitor the web for you — what it calls the biggest change to Search in 25 years.
Chisato · · 2 min read AMD's Instinct MI400 brings 432GB of HBM4 and a full-rack Helios system to challenge NVIDIA in 2026. Here's what the MI455X packs and why it matters.
The Lycoris Team · · 2 min read At WWDC 2026, Apple unveiled 'Siri AI' — a ground-up redesign powered by Google's Gemini through a multi-billion-dollar partnership. Here's what changed and why.
Chisato · · 5 min read The Model Context Protocol (MCP) is the USB-C of AI — one open standard that lets any model plug into your tools and data. How it works and why it won.
Chisato · · 2 min read OpenAI and NVIDIA unveiled a landmark deal: at least 10 gigawatts of NVIDIA systems and up to $100 billion in investment, starting on the Vera Rubin platform.
Chisato · · 4 min read Prompt caching can slash LLM API costs and latency by reusing repeated context. Here's how it works, what to cache, and the silent mistakes that break it.
Chisato · · 3 min read Fine-tuning continues training a pretrained model on a task-specific dataset. How it works, when to use it over prompting or RAG, and what can go wrong.
Chisato · · 4 min read Open-weight AI models are catching up to the best closed systems on many tasks — and you can run them yourself. What's driving the shift and what it means.
Chisato · · 4 min read The transformer is the architecture behind modern LLMs. How attention, tokens, and stacked layers combine to make today's AI work.
Chisato · · 2 min read NVIDIA unveiled Vera Rubin — a platform of six new chips designed to work as a single AI supercomputer — while its Vera CPU enters full production. What's coming.
Chisato · · 9 min read What are LLMs and how do they work? A plain-English guide to large language models: tokens, training, real examples, and what they still get wrong.
Chisato · · 3 min read A vector database stores embeddings and finds information by meaning, not keywords — the backbone of AI search and RAG. Here's how vector databases work.
Kurumi · · 2 min read Anthropic confidentially filed to go public, reportedly valued near $965B with about $47B in annualized revenue. Here's what the Claude maker's debut could mean.
Chisato · · 3 min read Reasoning models 'think' before they answer, trading inference time for accuracy on hard problems. Here's how test-time compute, adaptive thinking, and effort work.
Chisato · · 7 min read Mixture of Experts (MoE) scales LLMs by activating only a few experts per token. How routing, sparse activation, and load balancing actually work.
Chisato · · 6 min read Ollama is a free, open-source tool for running LLMs locally — pull a model with one command and chat privately, offline, at no per-token cost. How it works.
Chisato · · 3 min read Run open-weight LLMs on your own machine with Ollama — private, offline, and free. This guide covers install, models, the local API, and customization.
Chisato · · 4 min read An AI agent is an LLM-powered system that pursues a goal across steps — planning, calling tools, observing results, and repeating until the job is done.
Chisato · · 4 min read Retrieval-augmented generation (RAG) grounds an LLM in your own data — cutting hallucinations and adding citations without retraining. Here's how RAG actually works.
Chisato · · 3 min read A small language model runs cheaply on-device, trading some capability for speed, privacy, and cost. When SLMs beat frontier models and how they're built.
Takina · · 4 min read WebGPU is far more than a WebGL replacement. It exposes compute shaders, maps to modern GPU APIs, and enables in-browser ML inference.
Chisato · · 3 min read Letta (formerly MemGPT) builds stateful AI agents with long-term memory that persists across sessions. Here's what Letta is and how its memory model works.
