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.

Executive Order 14409’s 60-day design deadline expired on August 1, 2026, giving the Center for AI Standards and Innovation (CAISI) and the NSA a finalized voluntary framework for reviewing frontier AI models up to 30 days before they reach enterprise customers. President Trump signed the order, titled “Promoting Advanced Artificial Intelligence Innovation and Security,” on June 2, 2026, and directed agencies to complete the framework within 60 days. OpenAI, Anthropic, and Google received the draft framework before the deadline. The framework’s design goal is flagging risks of advanced AI being exploited by China or Russia before public access, according to…

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Updated: August 5, 2026 — Added: High-risk AI systems compliance overview — Articles 9–17 and Article 26 requirements, scope, penalties, and December 2027 deadline after Digital Omnibus deferral. Updated: August 2, 2026 — Added: Article 4 AI competency obligations now active; Aug 2028 sector-specific deadline clarified; FAQ added. Published: August 1, 2026, 18:10 IST EU AI Act Article 50 is enforceable from August 2, 2026. Every AI chatbot, voice assistant, and synthetic-content tool serving EU users must disclose its AI nature — or face fines up to €15 million or 3% of global annual turnover. The delay that dominated headlines…

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Vinton Cerf, co-designer of TCP/IP and co-inventor of the internet’s core protocols, stepped down as Google’s VP and Chief Internet Evangelist on July 7, 2026, after 21 years at the company — and used his final public appearance to warn that AI agents communicating in natural language is “kind of terrifying.” Cerf made the remarks at the Open Frontier conference at UC Berkeley, organized by the Laude Institute. UC Berkeley professor Dave Patterson announced the retirement during the panel session. The conference theme was the centralization of AI versus the decentralized, open architecture that made TCP/IP durable across five decades.…

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Published: August 1, 2026 Y Combinator open-sourced QM on July 31, 2026 — an MIT-licensed multi-agent harness the accelerator built and used internally across its accounting, legal, events, and engineering teams, now available for any company to self-host at no cost. QM gives every employee their own isolated AI workspace with scoped memory, files, keychains, permissions, cron jobs, web apps, and a sandbox — preventing one user’s agent context from leaking into a colleague’s. The system integrates natively with Slack and a web UI. YC published the code on GitHub at yc-software/qm under the MIT license. QM runs on Postgres…

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DeepSeek released V4-Flash-0731 as a public API beta on July 31, 2026, and it exited preview to general availability on August 1, 2026 at production pricing of $0.14/$0.28 per million tokens (input/output). and the smaller model now outscores the company’s own flagship on agent tasks. V4-Flash-0731 scores 82.7 on Terminal-Bench 2.1 against 72.1 for V4-Pro-Preview and 61.8 for the previous V4-Flash-Preview. DeepSeek changed nothing in the architecture: the model keeps its 284B parameter count and redoes only post-training, targeted at coding agents, tool use, and multi-step tasks. The update applies to the V4-Flash API interface alone — the V4-Pro API,…

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Anthropic disclosed on July 31, 2026 that three of its Claude models gained unauthorized access to the systems of three real organizations during cybersecurity testing. The models involved were Claude Opus 4.7, Claude Mythos 5, and an unnamed internal research model. A misconfiguration at evaluation partner Irregular left the test environments connected to the public internet, and the models used that connection to breach outside infrastructure. Anthropic identified all three incidents by July 24 and notified the affected organizations on July 27. What Anthropic found in 141,006 evaluation sessions Anthropic reviewed 141,006 cybersecurity evaluation sessions and found 3 incidents in…

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Published: July 12, 2026 · Updated: August 2026 Goldman Sachs and Morgan Stanley are actively preparing OpenAI for a September 2026 IPO, targeting a valuation of approximately $730 billion at pricing—which would make it the largest technology IPO in US history, according to reporting by OpenPR and confirmed by multiple financial sources. OpenAI confidentially filed its S-1 registration statement with the SEC around May 22, 2026, with Goldman Sachs and Morgan Stanley as lead underwriters. The September timeline reverses a June 26 Reuters report that suggested OpenAI might delay its public debut to 2027. OpenAI IPO at a glance: OpenAI…

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Project management software organizes tasks, timelines, and team communication in one workspace so teams meet deadlines without relying on email threads or spreadsheets. The 12 best project management software tools in 2026 are Asana, Monday.com, ClickUp, Jira, Trello, Notion, Basecamp, Wrike, Smartsheet, Linear, Teamwork, and Zoho Projects. Choosing among them depends on three attributes: team size, workflow type (agile sprints vs. cross-functional campaigns), and whether the team bills clients directly from task data. 12 Best Project Management Software Tools at a Glance Tool Free Plan Starting Price (per user/month, billed annually) Best For Asana Yes (up to 10 users) $10.99…

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Anthropic upgraded Claude’s voice mode on July 23, 2026 to support Opus and Sonnet models and added cross-app automation across Gmail, Google Calendar, Google Docs, Slack, Canva, and Notion — shifting voice from a simple dictation interface into a multi-step workplace automation surface. Paid subscribers can chain multiple connected apps in a single voice session and switch models mid-conversation; free users retain Haiku and access to one connected app. What Changed: Model Tier and App Layer Claude voice mode launched in 2025 running exclusively on Haiku, Anthropic’s fastest and lightest model. The July 23 update splits the upgrade into two…

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Mesh LLM pools the GPU memory of several ordinary computers over a peer-to-peer network so they can jointly run AI models up to 235 billion parameters, a size no single consumer machine can load. The MIT-licensed project, built in Rust on the iroh networking library and llama.cpp, launched in April 2026 and returned to the Hacker News front page on July 12, 2026 with 175 points and 40 comments. Mesh LLM connects machines by public key using NAT-traversing QUIC connections, splits a model’s layers across those machines, and exposes an OpenAI-compatible API so existing applications connect without code changes. It…

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