AI, machine learning and LLM insights.
Claude Mythos Found Flaws In Two Ciphers Anthropic's Claude Mythos Preview found two major security breakthroughs. The first discovery involves HAWK 256. This is a signature schem…
The July 28 spec makes every MCP call self-contained, letting functions start, answer, and shut down without warm-up state. Teams can retire Redis clusters, sticky-routing rules and other heavy plumbing, dramatically simplifying scaling.
ഓന്റോളജി സ്റ്റാക്ക് ബിൽഡർ നിലവിലുള്ള ഒരു സ്നോഫ്ലേക്ക് സ്കീമ പരിശോധിക്കുകയും, എൻ്ററ്റികളും ബന്ധങ്ങളും നിർദ്ദേശിക്കുകയും, നോഡ്/എഡ്ജ് ടേബിളുകളും യൂണിഫൈഡ് വ്യൂകളും സ്വയം നിർമ്മിക്കുകയും ചെയ്യുന്നു—ഇതെല്ലാം ഒരു മണിക്കൂറിൽ താഴെ സമയം കൊണ്ട് സാധ്യമാകുന്നതിലൂടെ മാസങ്ങൾ നീണ്ടുനിൽക്കുന്ന മാനുവൽ മോഡലിംഗ് സമയം ഇത് വലിയ തോതിൽ കുറയ്ക്കുന്നു.
The framework, dubbed Entity Engineering, uses global IDs, a unique linguistic fingerprint and cross-model schema.org graphs to turn a brand into a single, machine-readable entity that generative AI can surface without prompting.
Running OpenClaw locally on a Pi 5 lets boat owners ask real-time questions like “What’s my speed?” via Telegram, while SignalK supplies fresh sensor data. Keep gateway.mode set to “local”, handle unit conversion, and enable the Ollama plugin to avoid silent failures.
The new GPT Transcribe processes audio 34 times faster than real time and drops pricing by 25% to $0.0045 per minute, while GPT Live Transcribe adds low-latency streaming and supports context, keywords, and multilingual input.
മൈക്രോസോഫ്റ്റ് ക്ലൗഡ് ആൻഡ് എഐ ഇന്നൊവേഷൻ ഡേ: പ്രധാന കാര്യങ്ങൾ. ബംഗളൂരുവിൽ നടന്ന മൈക്രോസോഫ്റ്റ് ക്ലൗഡ് ആൻഡ് എഐ ഇന്നൊവേഷൻ ഡേയിൽ ഞാൻ ഒരു ദിവസം ചെലവഴിച്ചു. മിക്ക കോൺഫറൻസുകളും വെണ്ടർ പിച്ചുകളിലാണ് (vendor pitches) ശ്രദ്ധ കേന്ദ്രീകരിക്കുന്നത്. എന്നാൽ ഇത്...
A coalition of writers and visual artists, led by author Kirk Wallace Johnson and cartoonist Sarah Andersen, has filed lawsuits accusing Anthropic of harvesting their copyrighted works without consent, alleging the practice fuels billions in AI profits.
തങ്ങളുടെ ആഭ്യന്തര ഗവേഷണ പ്രോട്ടോടൈപ്പ് Hugging Face ബ്രീച്ച് ചെയ്യുക മാത്രമല്ല, പരസ്യമായി നൽകിയിട്ടുള്ള ക്രെഡൻഷ്യലുകൾ ശേഖരിച്ചുകൊണ്ട് ന്യൂയോർക്ക് ആസ്ഥാനമായ Modal Labs ഉൾപ്പെടെയുള്ള മറ്റ് നാല് സേവനങ്ങളിലെ അക്കൗണ്ടുകളും അപകടത്തിലാക്കിയതായി OpenAI സ്ഥിരീകരിച്ചു.
The Codex Security CLI, formerly a paid feature for ChatGPT Enterprise users, now ships under Apache 2.0 and can be installed via npm. It scans repositories, auto-generates patches, and integrates into CI pipelines, but still requires human review before merging.
The Model Context Protocol (MCP) introduces a shared plug between any MCP-aware host and server, letting developers replace custom glue code with a transparent loop that logs every tool request, token usage and credential check.
Pangram’s API already powers Substack labels and Q&A sites, while its $20-per-month Chrome add-on overlays a “feed health score” on X, LinkedIn and Medium, flagging AI-generated text in real time.
Effective Sept. 15, Cloudflare will automatically block any crawler that mixes search indexing with training on ad-supported pages unless the operator pays a per-use fee, turning the CDN giant into the web’s AI gatekeeper.
The OpenAI field report tracked eight heavy-compute projects, finding that Codex alone—or paired with Anthropic’s Claude Code—handled everything from architecture scaffolding to performance tuning, freeing scientists to focus on hypotheses.
The compact MAI-Cyber-1-Flash model handles about 90% of routine code-security tasks before deferring the hardest cases to OpenAI’s GPT-5.4, a strategy Microsoft says slashes overall security-engine spend by half while maintaining near-top detection rates.
The map blends a quick structural scan, git-derived churn stats, and real-time usage logs into an Ambient Path summary and optional Deep Path queries, keeping prompts light while delivering richer context on demand.
The system runs a background ‘dream’ twice a day that clusters raw events, extracts concise facts, scores their reliability, and judges for contradictions, promoting only vetted memories while slashing token usage and API costs.
The model activates only 104 billion parameters per token via 896 experts, delivering 2.5x the throughput of K2 and enabling on-premise fine-tuning without cloud contracts.
The new advisory model registers each session’s intended files in a lightweight JSON directory, warns of overlaps before they happen, and discards entries from dead processes—eliminating stale lock dead-ends while keeping developers in control.
The 2.8-trillion-parameter model, launched in July 2026, uses a 896-expert MoE that activates only 16 experts per token, cutting compute to 1.8 % and keeping API costs at $3 per M input tokens. Full weights hit Hugging Face on July 27 under a modified MIT license.
The plan earmarks $518 billion for four new wafer fabs, but each site needs up to 16 GW of power while the local grid supplies under 2 GW, making utility upgrades a make-or-break factor for the 2028 silicon debut.
A client mistook the AI-generated clip for a $3,000 studio shoot, yet Sora 2 delivered it for free in half a minute, slashing the traditional $1,700 production cost to zero while matching professional lighting and depth of field.
The revamped Model Context Protocol replaces persistent connections with self-contained receipt blocks, adds a server/discover query, and introduces subscription alerts, letting stateless functions handle traffic without losing conversation state.
The bug surfaced when users typed email subjects longer than 48 characters, pushing the "%search_term%" pattern past SQLite’s 50-byte ceiling and causing the entire Cloudflare Worker to terminate.
