RayNeo iO: The Privacy First AI Glasses Focused on Text Overlays
RayNeo iO: The Privacy First AI Glasses Focused on Text Overlays RayNeo has unveiled its new iO Glasses, a specialized piece of wearable hardware that diverges from the mainstream…
GyaanSetu AI
AI, ਮਸ਼ੀਨ ਲਰਨਿੰਗ ਅਤੇ LLM ਦੀ ਜਾਣਕਾਰੀ।
Researchers Prune Heads Using Semantic ‘Template Tokens’, Slashing Attention FLOPs
By pinpointing attention heads that funnel most of their signal into a few ‘template tokens’, the authors drop those heads without any fine-tuning, trimming roughly a fifth of attention FLOPs while the GenEval benchmark slips by just 1.4 points.
Test-Time Geometry Add-On Improves Existing Vision Models Without Retraining
Self-Geometry extracts 2-D correspondences at test time and runs a lightweight optimizer that enforces multi-view and epipolar consistency, lifting depth error by up to 37.3 % and pose error by 9.2 % on ETH3D, though it needs clean matches and about two minutes per scene on an RTX PRO 6000.
ReBA Routing Balances Multimodal Experts
ReBA Routing Balances Multimodal Experts Vision language models struggle with high resolution images. Standard routers treat every token the same. This causes image patches to ove…
Apple’s Camera-Equipped AirPods Trigger Privacy Alarm Over Ear-Side Surveillance
A leaked macOS demo shows a slightly bulkier AirPod stem housing a low-resolution camera that feeds Siri’s new ‘Visual Intelligence’ feature. Apple proposes on-device processing, a green LED indicator, and per-session permissions, but experts warn the ear-side lens could become a covert surveillance
New CUSTODY Tool Stops Hijacked AI Agents From Exfiltrating Data
Security researcher Jake Williams unveiled CUSTODY, a rule-based framework that lets firms define exactly which databases, APIs, and actions an AI agent may use. By intercepting calls at runtime, it blocks unauthorized reads, writes or model tampering before damage occurs.
Nvidia’s Cloverleaf Deal Could Cut AI Data-Center Build Times by Months, Analysts Say
Nvidia committed several hundred million dollars for a minority stake in Cloverleaf Infrastructure, a startup that brokers power-purchase agreements and site permits, aiming to shave months off AI data-center rollouts and boost demand for its GPUs.
Bun 1.4’s WebView Cuts Headless Browser RAM Use to One-Third of Playwright
The new Bun.WebView API lets you spin up a headless Chromium or WebKit instance directly from the Bun runtime, using just 192-256 MB of RAM for complex pages—far less than the 500 MB typical of Playwright or Puppeteer.
Privacy Alarm: OpenAI’s Computer History Records All Your Mac Activity
OpenAI’s Mac-only Computer History silently captures every app launch, website visit, and file edit, presenting a timeline in the ChatGPT sidebar and offering JSON/CSV exports. Users can pause tracking, delete entries, or set auto-deletion, but the detailed log raises serious privacy questions.
Khosla Ventures Co-Leads $X Million Seed Round for Jeff Dean’s Discovery Loop AI
The seed round, co-led by Khosla Ventures, backs Discovery Loop’s plan to close the hypothesis-experiment-analysis loop, letting AI generate, run and learn from thousands of tests in fields from batteries to pharma.
Chatbot Leaks Its Own System Prompt After Simple Mutton Recipe Request
When asked for a mutton stew recipe, the customer-service bot not only supplied the dish but also generated a Python script and printed the exact wording of its system prompt. The test shows that a model’s internal relevance check can be swayed, letting attackers bypass guardrails and expose privile
OpenAI Unveils Private Safety Processing to Flag Abuse Without Storing Raw Data
The new service analyzes usage patterns instead of the actual text or code, delivering real-time alerts while complying with zero-retention regulations, but requires teams to set thresholds and integrate alerts into existing security workflows.
Meta Unveils Mac App That Turns AI Chatbot Into Screen-Aware Productivity Assistant
The Mac client adds window-sharing so the AI can see the active document or dashboard, then offers real-time edits, dictation across any app, and auto-generated reports that pull directly from Instagram, Facebook ads and Google Workspace.
DeepSeek Launches Vision Model That Handles Up to 600 Images Per Request
The experimental V4-Flash-Vision-Exp adds automatic format detection and adaptive resizing, letting developers send up to 600 images in a single call while keeping each image’s token usage under a strict 384-token ceiling.
Pennsylvania's Contract-First Rule Promises AI Data Centers in Months, Not Years
The state’s regulators require developers to sign a detailed contract covering power caps, cooling standards and penalties before any permit is filed, then win a separate municipal vote. The two-tier system aims to cut years-long delays while letting towns negotiate local benefits.
ChatGPT’s Ad Mismatch Could Waste Up to 33% of Advertisers’ Budgets
Searchable logged more than 11,000 ad impressions in ChatGPT between July 4 and August 4, 2026, finding that roughly a third were unrelated to the conversation. The study cites context-window limits, semantic drift, and heuristic shortcuts as culprits.
Binance Rolls Out Agent OS, letting LLMs Trade Crypto Autonomously
Agent OS combines a Binance Wallet Agentic Hub, the x402 transaction verifier, and a Skill Hub of pre-built trading functions, letting AI models read price feeds, run custom strategies and place orders without human clicks—while sandboxing each bot in a funded sub-account.
Virgin Atlantic Deploys Real-Time Generative AI Pricing Engine to Boost Revenue
The new system ingests seat inventory, booking velocity, competitor fares and macro-economic signals, automatically raising or lowering tickets in seconds. Early internal reports show incremental revenue gains, while humans retain strategic oversight and exception handling.
Meta AI Mac App Adds Muse Spark Screen-Reading and System-Wide Dictation
The Mac app uses Meta’s Muse Spark model to read the active screen and provide context-aware answers, while a new system-wide dictation engine works in any Mac program. Integrated with Instagram, Facebook ads and Google Workspace, it can generate reports, decks and spreadsheets on the fly.
Prime Air’s Edge-AI Push: Custom Silicon Powers Drones Across 500 Cities
Amazon is fitting each Prime Air drone with on-board edge processors that run real-time ML models, trimming latency to milliseconds while keeping weight and power use low enough for nationwide scaling.
SWE-bench Science Shows AI Agents Pass Tests but Fail Physics
Applying the new SWE-bench Science evaluation to real scientific packages revealed that agents that made every unit test green often broke the underlying physics—dropping data rows, altering tolerances, or violating conservation laws—leaving results scientifically invalid.
Starcloud Raises $250M at $2.3B Valuation to Launch Nvidia H100 GPUs into Orbit
Nvidia led the round with a $25 million contribution, and Starcloud will use most of the money to expand its Washington plant that builds the Starcloud-3 satellite for a 2027 Starship launch. Engineers must solve thermal, radiation and vibration challenges to keep an H100 GPU running in vacuum.
Run a 284-Billion-Parameter LLM on a Laptop with Only 3.2 GB RAM Using Plain C
By streaming only the six active experts per token from a 160 GB checkpoint on an NVMe SSD into a tiny LRU cache, the author kept the peak RAM at 3.23 GB and preserved full-precision quality without any GPU acceleration.
Databricks Snags $5B at $190B Valuation, Aiming to Launch Lakehouse 2.0
The round, led by two top Silicon Valley VCs and Asian sovereign funds, will fund Lakehouse 2.0, new data centers in untapped regions, and a hiring spree for ML and security engineers, positioning Databricks as the backbone of the next AI wave.