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Startups using PHP: don’t leave “are we exposed?” unanswered.
Get $1,000 in Enclave credits through our startups program to check your exposure to these PHP vulnerabilities and help fix what’s exploitable.
Apply here: enclave.ai/demo
למה זה לא api טוב וקבצי md? איפה אני מסתבך?
למה האג׳נדה שאייג׳נטים צריכים דברים מיוחדים ולא פשטות כל הזמן נדחפת?
Introducing AgentReady.org, the first open standard for agent experience.
Agents are a new class of user, but there's still no shared definition of what it takes to be ready for them. So we partnered with the leading companies in the agentic web such as Vercel, Stripe, Auth0, Mintlify, Tavily and Elementor.
Our research lab ran agents on real tasks more than 250,000 times to measure what actually decides whether an agent succeeds, and every requirement traces back to that data.
The result is a short set of essentials in the order agents meet a product: find, read, act.
We've been overwhelmed by requests to join. If you build or study the surfaces agents touch, come help shape it.
The spec: agentready.org
The story behind it: ora.ai/blog/agentready-launc…
מדהים
DeepSeek V4.1 Flash 1017 scores 45 on the Artificial Analysis Intelligence Index, improving on DeepSeek V4.1 Flash by 6 points, and is the equal #2 open-weights model
@deepseek_ai has released DeepSeek V4.1 Flash 1017, an update on their flagship model DeepSeek V4.1 Flash. On the first-party API, DeepSeek V4.1 Flash 1017 is priced at $0.30 per 1M input tokens and $1.20 per 1M output tokens during peak hours, with off-peak pricing half of peak rates, the same pricing as DeepSeek V4.1 Flash.
Key results:
➤ DeepSeek V4.1 Flash 1017 makes gains in agentic capabilities, knowledge and scientific reasoning. DeepSeek V4.1 Flash 1017’s Elo rating on GDPval-AA v2.1 is 1746, an increase of 146 points from DeepSeek V4.1 Flash’s rating of 1600. On AA-Briefcase v1.1, its Elo rating increases by 150 points from 1420 to 1570. On AA-Omniscience, its non-hallucination rate is 33%, a 29-point improvement from DeepSeek V4.1 Flash’s 4%, while seeing an improvement in accuracy from 43% to 46%, pushing its overall AA-Omniscience Index score from -5 to +5. On CritPt, DeepSeek V4.1 Flash 1017 scores 24%, up from 14% for DeepSeek V4.1 Flash.
➤ DeepSeek V4.1 Flash 1017 is now the #2 open-weights model alongside GLM-5.3. With a score of 45 on the Artificial Analysis Intelligence Index, DeepSeek V4.1 Flash 1017 is behind MiMo-V2.6-Pro by only 1 point and ahead of other open-source models like Step 5 Preview and Kimi K3 (both at 44).
➤ With a Cost per Task of $0.26, DeepSeek V4.1 Flash 1017 sits in the most attractive quadrant of Capability vs. Cost. With a Cost per Task of $0.26 and Intelligence Index score of 45, DeepSeek V4.1 Flash 1017 compares favorably to GLM-5.3-Flash at $0.28 per task and a score of 42. At the same time, MiMo-V2.6-Pro (46) at $0.13 per task and GPT-6.1 Sol (medium, 48) at $0.21 per task both offer higher capability at a lower Cost per Task.
Additional model details:
➤ Context window: 1M tokens (equivalent to DeepSeek V4.1 Flash)
➤ Pricing: $0.30 per 1M input tokens and $1.20 per 1M output tokens, unchanged from DeepSeek V4.1 Flash. Cache hit price of $0.006 per 1M tokens, a 98% discount
➤ Size: 552B total parameters (16B active)
➤ License: MIT
➤ Providers: Available through DeepSeek’s first-party API, @FireworksAI_HQ , @baseten, @DeepInfra , @wafer_ai , @Cloudflare and others
מסיבה
MiniMax M3.1 Flash: Space Performance + Bunny Speed
🚀🐰 Yes, Space Bunny - which has topped global leaderboards with 200T+ tokens - was an earlier version of M3.1 Flash.
💰Redefining the performance economics of agentic AI. M3.1 Flash achieves frontier-level intelligence across key tasks such as Cowork (Automation-Bench: 62%; ALE: 30%), Coding (DeepSWE: 74%) and Visual Reasoning (BabyVision: 91%), at 1/3 the cost of M3 and 3x the speed.
API pricing (flat rate): $0.15 / $0.60 per 1M input/output tokens, with cache reads at $0.015 / 1M tokens.
Model weights will arrive on Oct 23.
API: platform.minimax.io
M Plan: minimax.io/m-plan
MiniMax Code for desktop: agent.minimax.io/download
Ron retweeted
When Mercor earned a pilot with DeepMind in 2024, the entire company pulled an all-nighter to handwrite all of the data in 24 hours.
Building a legendary company requires extreme intensity, especially in the early days.
זה מזכיר לי סוויפטיות שמנסות למצוא משמעות ורמזים איפה שאין
You might wanna burn through your Codex usage today!! 👇🏻
There's a pattern in Tibo's 28-day challenge:
Day 6 - Reset
Day 7 - Improvement
Day 8 - Reset
Day 9 - Improvement
Day 10 - Reset
Day 11 - Improvement
Today is DAY 12
And Tibo just tweeted, “Either we are out of ideas or we are cooking. Time will tell.”
Could we be getting another free reset tonight?
Nothing confirmed, but I'm tempted to use my remaining quota before it potentially disappears😭☠️
If there's no reset tonight, pretend I never posted this. LOL
נשמע כמו בשורות מצויינות למאנדיי.
לא צריך יותר ״שורות מנהלים בכירים״, צריך בילדרים, איטרציות מהירות וארגון מכירות רזה.
בלעדי | טלטלה במאנדיי: שורת מנהלים בכירים עוזבים את חברת התוכנה
calcal.ist/y4d3csb2
@meirorbach
היי אנטרופיק, החגים הסיניים נגמרו.
🚀 DeepSeek-V4.1-Flash-1017 is here!
Stronger benchmark performance, faster task completion, and shorter outputs than the previous version—a Pareto improvement in performance and cost. Now live on our website, app, and API.
🛠️ Optimized for @DeepSeekHarness, Tencent CodeBuddy, WorkBuddy, and more. Upgrade to DeepSeek Harness v0.2.1-rc.1 or later for the best experience with the new model.
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