Author: Amitabh Sarkar

I am a software engineer, I have a passion for working with cutting-edge technologies and staying up-to-date with the latest developments in the field. In my articles, I share my knowledge and insights on a range of topics, including business software, how to set up tools, and the latest trends in the tech industry.

Published: July 21, 2026 · Updated: July 26, 2026 — Open weights now live Moonshot AI released Kimi K3 on July 16, 2026 — a 2.8-trillion-parameter open-weight model whose self-reported benchmarks beat Claude Opus 4.8 and GPT-5.5 on most tasks, trailing only Claude Fable 5 and GPT-5.6 Sol. Kimi K3 is available through the kimi.com website and API, and Moonshot AI released the model weights for download on July 27, 2026 under a Modified MIT license — making it the largest open-weight model available for self-hosting at 2.8 trillion parameters. Independent testing has also flagged a 51% hallucination rate that…

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xAI published the full Rust source code for Grok Build at github.com/xai-org/grok-build on July 14, 2026, under the Apache License 2.0 — days after a security researcher documented that the coding agent uploads repository and session state to xAI’s cloud by default. The repository has drawn 20,557 stars and 3,759 forks as of July 20, 2026, and was last updated on July 19, 2026. Grok Build is SpaceXAI’s terminal-based AI coding agent: a full-screen TUI that reads a codebase, edits files, runs shell commands, searches the web, and manages long-running tasks. It runs interactively, headlessly for CI pipelines, or embedded…

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Thinking Machines Lab released Inkling on July 15, 2026 — a 975-billion-parameter open-weight AI model that any business can download, modify, and fine-tune on its own data for free. The lab, founded by former OpenAI Chief Technology Officer Mira Murati, states in its own briefing materials that Inkling is “not the strongest model available today, closed or open.” Inkling is a mixture-of-experts (MoE) model: it holds 975 billion total parameters but activates approximately 41 billion for any given task. Thinking Machines trained it on 45 trillion tokens of text, image, audio, and video, and the model reasons natively across all…

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Anthropic launched Claude for Teachers on July 14, 2026, giving verified US K-12 educators one year of free access to premium Claude features, a curated teaching skills library, and a Learning Commons connector that maps AI-generated lesson content to academic standards across all 50 US states. Sign-ups are open through June 30, 2027. The program covers verified K-12 educators only — not college instructors or students — and is currently limited to the United States. Student data collected through the program is governed by a K-12 Data Processing Addendum that is FERPA-compliant. Anthropic states that student data is not used…

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Elon Musk reversed his position on Anthropic on July 10, 2026, posting on X that he was “clearly wrong” about the company and that no competitor had released a model as capable as Claude Fable 5 or Mythos 5 — a direct about-face from calling the company’s models “misanthropic and evil” just five months earlier. Musk’s full post, published on X at approximately 11:00 PM ET on July 10, 2026: “I was clearly wrong about Anthropic. They are obviously currently the leader in AI. No company has released a model as good as Mythos/Fable and they will undoubtedly have Mythos…

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Published: July 19, 2026 Nvidia has invested $2 billion each in CoreWeave and Nebius, two “neocloud” companies whose primary business is renting out Nvidia GPUs, creating a circular financing loop that analyst Beth Kindig of I/O Fund documented in an analysis published in July 2026. Nvidia supplies the GPUs, holds equity in the buyers, and receives a share of the cloud revenue those GPUs generate. CoreWeave’s IPO registration statement (Form S-1) names Nvidia as both its primary hardware supplier and an equity stakeholder. Some neoclouds pay Nvidia a percentage of cloud revenue as the return on that financing, according to…

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Published: July 19, 2026 xAI’s Grok Build CLI (version 0.2.93) uploads developers’ repository state and session data to a Google Cloud Storage bucket by default — and turning off the “Improve the model” setting does not stop the uploads, according to a wire-level security analysis published on GitHub by researcher cereblab. The upload mechanism stages files through a ~/.grok/upload_queue directory on the developer’s local machine and sends repo_state and session_state data to a GCS bucket named grok-code-session-traces. This staging directory is not disclosed in Grok Build’s setup documentation, according to the gist. cereblab writes: “The storage destination is a Google…

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Published: July 19, 2026 Meta will begin mass production of its fourth-generation custom AI chip, called Iris, in September 2026, after an internal memo obtained by Reuters confirmed the chip completed a six-week testing phase with no major issues. The chip is the latest iteration of Meta’s MTIA (Meta Training and Inference Accelerator) program, which the company launched in 2023. Meta designed Iris in partnership with Broadcom and is manufacturing it at TSMC. Supporting suppliers include Samsung for RAM, Sandisk for storage, and Sumitomo Electric for fiber optic interconnects. Iris targets ranking and recommendation algorithms, inference workloads for Meta’s consumer…

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Published: July 18, 2026, 6:00 PM IST 1Password launched a zero-exposure credential integration with Claude on July 16, 2026, letting the AI agent complete logins on business apps without the password or one-time code ever entering the model. When Claude needs to sign in during a browser task, 1Password prompts the user for a Touch ID approval, then injects the credential directly into the page. 1Password, the Toronto-based password manager, built the integration with Anthropic to close the authentication gap that has blocked businesses from letting AI agents act inside credentialed software. The pattern injects the secret at runtime, checks…

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Published July 10, 2026 Apple filed a federal lawsuit against OpenAI on July 10, 2026, in the U.S. District Court for the Northern District of California, alleging a coordinated scheme to steal iPhone and Apple Watch hardware trade secrets directed by OpenAI’s own Chief Hardware Officer. The complaint names two individuals — Tang Tan, OpenAI’s Chief Hardware Officer and a 24-year Apple veteran, and Chang Liu, a former senior Apple engineer — and accuses both of systematically extracting Apple’s confidential hardware designs, manufacturing processes, and proprietary materials technology. The Allegations Against Tang Tan Tang Tan spent 24 years at Apple,…

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