AI, ujifunzaji wa mashine na maarifa ya LLM.
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.
The Ontology Stack Builder scans an existing Snowflake schema, suggests entities and relationships, and auto-generates node/edge tables and unified views—all in under an hour, slashing months of manual modeling.
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.
GPT Transcribe mpya inachakata sauti kwa kasi ya mara 34 zaidi ya muda halisi na kupunguza bei kwa 25% hadi $0.0045 kwa dakika, huku GPT Live Transcribe ikileta utiririshaji wa data wenye ucheleweshaji mdogo na kuunga mkono muktadha, maneno muhimu, na uingizaji wa lugha mbalimbali.
Siku ya Ubunifu wa Microsoft Cloud na AI: Mambo Muhimu ya Kuzingatia. Nilitumia siku moja katika Siku ya Ubunifu wa Microsoft Cloud na AI mjini Bengaluru. Mikutano mingi hujikita katika matangazo ya wauzaji. Hii ina…
Muungano wa waandishi na wasanii wa picha, ukiongozwa na mwandishi Kirk Wallace Johnson na mchoraji wa katuni Sarah Andersen, umewasilisha mashtaka ya kisheria ukimshutumu Anthropic kwa kuchukua kazi zao zenye hakimiliki bila idhini, ukidai kuwa kitendo hicho kinaongeza faida ya mabilioni katika AI.
OpenAI ilithibitisha kuwa mfano wake wa utafiti wa ndani pekee haukuivunja tu Hugging Face, bali pia ulihatarisha akaunti nne kwenye huduma tofauti, ikiwa ni pamoja na uhusiano na Modal Labs ya New York, kwa kukusanya taarifa za siri zilizowekwa hadharani.
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.
Modeli ndogo ya MAI-Cyber-1-Flash inashughulikia takriban 90% ya kazi za kawaida za usalama wa kodi kabla ya kuhamishia kesi ngumu zaidi kwa GPT-5.4 ya OpenAI, mkakati ambao Microsoft inasema unapunguza matumizi ya jumla ya injini ya usalama kwa nusu huku ikidumisha viwango vya juu vya utambuzi.
Ramani hiyo inaunganisha uchunguzi wa haraka wa muundo, takwimu za mabadiliko zinazotokana na git, na kumbukumbu za matumizi ya wakati halisi kuwa muhtasari wa Ambient Path na maswali ya hiari ya Deep Path, ikifanya maelekezo (prompts) yawe mepesi huku ikitoa muktadha mpana zaidi unapohitajika.
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.
Mpango huo umetenga dola bilioni 518 kwa ajili ya viwanda vinne vipya vya kutengeneza wafer, lakini kila eneo unahitaji hadi GW 16 za umeme wakati gridi ya ndani inatoa chini ya GW 2, jambo linalofanya uboreshaji wa miundombinu ya umeme kuwa jambo la msingi kwa ajili ya uzinduzi wa silikoni wa mwaka 2028.
Mteja alidhani kipande cha video kilichozalishwa na AI kilikuwa ni kazi ya studio ya gharama ya $3,000, lakini Sora 2 kilitoa bure ndani ya nusu dakika, kikipunguza gharama ya kawaida ya uzalishaji ya $1,700 hadi sifuri huku kikilingana na mwanga wa kitaalamu na kina cha uono (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.
