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Georgia Co-DC/ILB coach Glenn Schumann - Categorizing Run Fits for Teaching Base Mode - Stack fits, alert hot gaps. Stunt Mode - Speeding up fit. LB Plugs, Fires, Sims. Short Mode - 3rd & 1 to 2, speed up fit, sold out even in base defense

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James Light

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37,080 Aufrufe • vor 7 Monaten •via X (Twitter)

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One of the top defensive coordinators at ANY level of football, Georgia DC Glenn Schumann covers how he teaches UGA LBs their modes of play: Base Mode, Stunt Mode, & Short Mode. Access Coach Schumann’s clinic & all the others at:
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One of the top defensive coordinators at ANY level of football, Georgia DC Glenn Schumann covers how he teaches UGA LBs their modes of play: Base Mode, Stunt Mode, & Short Mode. Access Coach Schumann’s clinic & all the others at:

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Georgia DC Glenn Schumann - Stack Fit LB Pressure Adjustments - "Anytime we're pressuring, anybody who's not involved in the pressure, I like them to play with a little bit more depth to make sure they can overlap and fit the stunt." - "It's different than just a base mode fit, but when you get a stunt mode and you're the non plugging backer, I'm saying who is the guy in the front that I'm fitting off of. Does he declare the ball, or does he get walled off from the gap." - "The backers that are not blitzing are still stack fitters, but we sped up the fit with the movement up front & something else that's going on."
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Georgia DC Glenn Schumann - Stack Fit LB Pressure Adjustments - "Anytime we're pressuring, anybody who's not involved in the pressure, I like them to play with a little bit more depth to make sure they can overlap and fit the stunt." - "It's different than just a base mode fit, but when you get a stunt mode and you're the non plugging backer, I'm saying who is the guy in the front that I'm fitting off of. Does he declare the ball, or does he get walled off from the gap." - "The backers that are not blitzing are still stack fitters, but we sped up the fit with the movement up front & something else that's going on."

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Ole Miss DC Patrick Toney - Teaching Players How to Watch Film (In Season) "If they watch film without guidance, they're probably not going to get much out of it." "What we have tried to do is we make a Sunday-Friday routine for players how to watch film by position." Sunday - Watch previous two games - Pick up study sheet - 8 Box drawing Monday - Targets - Base passes (1st/2nd Down) - 3rd down passes - Checks/Adjustments cutup - Stack cutup Tuesday - Split study - Motion cutup Wednesday - Red Zone Passes - Gold Zone Passes - 2 Minute/2 Point Plays Thursday - Present signal callers. Gives players specific situations/details to watch & present to the team the night before the game. - Review 3rd down passes - Backed up passes Friday - Test - Tips/Reminders

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Arizona Cardinals DBs Coach Patrick Toney - Teaching Players How to Watch Film (In Season) "If they watch film without guidance, they're probably not going to get much out of it." "What we have tried to do is we make a Sunday-Friday routine for players how to watch film by position." Sunday - Watch previous two games - Pick up study sheet - 8 Box drawing Monday - Targets - Base passes (1st/2nd Down) - 3rd down passes - Checks/Adjustments cutup - Stack cutup Tuesday - Split study - Motion cutup Wednesday - Red Zone Passes - Gold Zone Passes - 2 Minute/2 Point Plays Thursday - Present signal callers. Gives players specific situations/details to watch & present to the team the night before the game. - Review 3rd down passes - Backed up passes Friday - Test - Tips/Reminders
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Arizona Cardinals DBs Coach Patrick Toney - Teaching Players How to Watch Film (In Season) "If they watch film without guidance, they're probably not going to get much out of it." "What we have tried to do is we make a Sunday-Friday routine for players how to watch film by position." Sunday - Watch previous two games - Pick up study sheet - 8 Box drawing Monday - Targets - Base passes (1st/2nd Down) - 3rd down passes - Checks/Adjustments cutup - Stack cutup Tuesday - Split study - Motion cutup Wednesday - Red Zone Passes - Gold Zone Passes - 2 Minute/2 Point Plays Thursday - Present signal callers. Gives players specific situations/details to watch & present to the team the night before the game. - Review 3rd down passes - Backed up passes Friday - Test - Tips/Reminders

James Light

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🎬 Whimsical Reverie | Preview: Dawning Heartlight >> Main Attribute: Elegant 🦁 Outfit Details [Dawning Heartlight] can be evolved into the following outfits: [Dawning Heartlight: Empty Cocoon] (Stage 1), [Dawning Heartlight: Falling Flame] (Stage 2), and [Dawning Heartlight: Renewed Gleam] (Stage 3). Fully glow it up to obtain the [Dawning Heartlight: Fledgling] outfit. 🦁 Outfit Ability After using the ability, Nikki summons a golden-maned lion, which enters Follow Mode. Nikki can freely switch between four modes: Follow, Mount, Hover, and Sprint. While in Mount Mode, she can switch to Sprint Mode, greatly increasing movement speed. Use the Hover button to leap into the air and enter Hover Mode. While hovering, use the ability button to select a target and dive toward it. Press the Hover button again to end Hover Mode and land. In Ability Settings, Smart Mount Mode can be enabled. When enabled, pressing the ability button will switch directly between mounting and dismounting without entering Follow Mode. Mount via Interact can also be enabled, allowing the Interact button to be used for mounting and dismounting. Even after switching to another ability, the Interact button can still be used to mount or dismount. When disabled, mounting can only be controlled with the ability button. ❖ Special Effect: In the open world, after Nikki fires a charged arrow while riding the golden-maned lion, the lion will let out a roar, knocking back Esselings within a certain area ahead and briefly slowing Whimstars within a certain surrounding area. Note: The [Gilded Dawnchaser: Mount] ability cannot be used in Realm Challenges or any boss stages. Hover Mode is unavailable in uncleared dungeons. 🦁 Resonance Rewards Based on your number of Resonance attempts in [At Dreams' Dawn], you can earn rewards such as [Dawning Heartlight: Makeup], [Momo's Cloak: Radiant Wish], and the decoration [Sacred Heartyard]. This decoration can be placed in open spaces for photography and display. 🦁 Evolution Rewards Reaching Evolution Stage 1 unlocks the pose [Wings Renewed]. Reaching Evolution Stage 2 unlocks [Feather's Wish] for Momo's Camera: Framed Moment and the decoration [Sacred Heartyard: Radiance], which features a new look, special effect colors, and interactive animations. Reaching Evolution Stage 3 unlocks [Wishful Wind Ballad: Makeup], a new idle animation, the poses [Longing for the Light], [Weaving Dreamlight], and [Echoes Within], plus enhanced special effects and alternative details for certain pieces. —— ➤ Infinity Nikki Version 2.8 Golden Dust launches globally on July 16 (UTC-7)! ➤ Download Now: ➤ Join us on Facebook Group: #InfinityNikki #GoldenDust #GoldenCity
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🎬 Whimsical Reverie | Preview: Dawning Heartlight >> Main Attribute: Elegant 🦁 Outfit Details [Dawning Heartlight] can be evolved into the following outfits: [Dawning Heartlight: Empty Cocoon] (Stage 1), [Dawning Heartlight: Falling Flame] (Stage 2), and [Dawning Heartlight: Renewed Gleam] (Stage 3). Fully glow it up to obtain the [Dawning Heartlight: Fledgling] outfit. 🦁 Outfit Ability After using the ability, Nikki summons a golden-maned lion, which enters Follow Mode. Nikki can freely switch between four modes: Follow, Mount, Hover, and Sprint. While in Mount Mode, she can switch to Sprint Mode, greatly increasing movement speed. Use the Hover button to leap into the air and enter Hover Mode. While hovering, use the ability button to select a target and dive toward it. Press the Hover button again to end Hover Mode and land. In Ability Settings, Smart Mount Mode can be enabled. When enabled, pressing the ability button will switch directly between mounting and dismounting without entering Follow Mode. Mount via Interact can also be enabled, allowing the Interact button to be used for mounting and dismounting. Even after switching to another ability, the Interact button can still be used to mount or dismount. When disabled, mounting can only be controlled with the ability button. ❖ Special Effect: In the open world, after Nikki fires a charged arrow while riding the golden-maned lion, the lion will let out a roar, knocking back Esselings within a certain area ahead and briefly slowing Whimstars within a certain surrounding area. Note: The [Gilded Dawnchaser: Mount] ability cannot be used in Realm Challenges or any boss stages. Hover Mode is unavailable in uncleared dungeons. 🦁 Resonance Rewards Based on your number of Resonance attempts in [At Dreams' Dawn], you can earn rewards such as [Dawning Heartlight: Makeup], [Momo's Cloak: Radiant Wish], and the decoration [Sacred Heartyard]. This decoration can be placed in open spaces for photography and display. 🦁 Evolution Rewards Reaching Evolution Stage 1 unlocks the pose [Wings Renewed]. Reaching Evolution Stage 2 unlocks [Feather's Wish] for Momo's Camera: Framed Moment and the decoration [Sacred Heartyard: Radiance], which features a new look, special effect colors, and interactive animations. Reaching Evolution Stage 3 unlocks [Wishful Wind Ballad: Makeup], a new idle animation, the poses [Longing for the Light], [Weaving Dreamlight], and [Echoes Within], plus enhanced special effects and alternative details for certain pieces. —— ➤ Infinity Nikki Version 2.8 Golden Dust launches globally on July 16 (UTC-7)! ➤ Download Now: ➤ Join us on Facebook Group: #InfinityNikki #GoldenDust #GoldenCity

Infinity Nikki

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A former Citadel quant quit his $400k job, vanished from LinkedIn, and reappeared as an anonymous wallet on Polymarket making $7,500 a day. Unlike his old 9-5, this time he automated the whole thing with AI. Now he’s printing $50K every single week on complete autopilot. His wallet: No name, no Twitter, no Discord. Just a Polygon wallet quietly grinding crypto binaries 24/7. Here's the math: Polymarket binaries have one property no other market gives you: UP and DOWN on the same window must sum to $1.00, because one resolves at $1 and the other at $0. That's a deterministic anchor. Complete-set arbitrage: if UP + DOWN 0.05% but the token price hasn't adjusted. Fair probability: fair_prob = 0.5 + (|Δ_btc| / time_decay) × 5.0 Requires edge >2% + 10-min trend agreement. DIRECTIONAL fires in the final 30 seconds when composite confidence ≥0.45 and BTC confirms by >0.03%. This is what triggered the x88.5 SOL trade - late window confirmation against an underpriced token. MAKER posts limit orders 2¢ below the ask to earn the 20% maker rebate. That generates the 500+ daily fills. Position sizing is Kelly, capped at 25% of bankroll: kelly = edge / (1 − token_price) 5-min binaries approximate a random walk. Naive base WR = 50%, breakeven after fees ~53%. This wallet's WR is 78% across 10,729 fills — the filters are doing their job. Stack: Java 21 microservices, ClickHouse + Redpanda pipeline, paper mode validation before any live capital. Built to outrun a 2.7-second window. You don't need a name when the wallet does the talking. And most importantly, you can easily copy the public wallet using a bot: Save this - every number, formula and engine in this post is verifiable onchain.
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A former Citadel quant quit his $400k job, vanished from LinkedIn, and reappeared as an anonymous wallet on Polymarket making $7,500 a day. Unlike his old 9-5, this time he automated the whole thing with AI. Now he’s printing $50K every single week on complete autopilot. His wallet: No name, no Twitter, no Discord. Just a Polygon wallet quietly grinding crypto binaries 24/7. Here's the math: Polymarket binaries have one property no other market gives you: UP and DOWN on the same window must sum to $1.00, because one resolves at $1 and the other at $0. That's a deterministic anchor. Complete-set arbitrage: if UP + DOWN 0.05% but the token price hasn't adjusted. Fair probability: fair_prob = 0.5 + (|Δ_btc| / time_decay) × 5.0 Requires edge >2% + 10-min trend agreement. DIRECTIONAL fires in the final 30 seconds when composite confidence ≥0.45 and BTC confirms by >0.03%. This is what triggered the x88.5 SOL trade - late window confirmation against an underpriced token. MAKER posts limit orders 2¢ below the ask to earn the 20% maker rebate. That generates the 500+ daily fills. Position sizing is Kelly, capped at 25% of bankroll: kelly = edge / (1 − token_price) 5-min binaries approximate a random walk. Naive base WR = 50%, breakeven after fees ~53%. This wallet's WR is 78% across 10,729 fills — the filters are doing their job. Stack: Java 21 microservices, ClickHouse + Redpanda pipeline, paper mode validation before any live capital. Built to outrun a 2.7-second window. You don't need a name when the wallet does the talking. And most importantly, you can easily copy the public wallet using a bot: Save this - every number, formula and engine in this post is verifiable onchain.

cvxv666

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Looking at Rich Paul’s strategy board, the best fit for LeBron James among these options isn't just about talent, but about synergy. Ranking them 1 through 5: 1. Denver Nuggets: The theoretical basketball IQ here is unmatched. LeBron playing alongside Nikola Jokic and Jamal Murray allows him to play more off-ball, cutting and distributing within an elite system, creating the most effortless offensive fit for this stage of his career. For this to happen, Cam Johnson and will have to be traded though. 2. Philadelphia 76ers: This scenario offers elite spacing and balance. Pairing LeBron with a former MVP center like Joel Embiid and a dynamic scoring guard in Tyrese Maxey creates an unstoppable inside-out attack. Jaylen Brown's and LeBron's sheer size would overwhelm opponents on the perimeter. There's a hole at power forward on this team that LeBron would fix perfectly. 3. Miami Heat: The Heat reunion also provides an immediate contending structure. LeBron’s versatility fits seamlessly into Erik Spoelstra’s system, complementing Giannis Antetokounmpo's star power and Bam Adebayo’s defensive anchoring. 4. Minnesota Timberwolves: While featuring an elite young star backcourt in Anthony Edwards and LaMelo Ball, as well as strong defense with Rudy Gobert and Jaden McDaniels, the offensive fit could be one of the most seamless among all the options. The Wolves will play a fast-paced, transition-heavy style next season. LeBron is still one of the best finishers in transition in the league. But would he be able to keep up with that style all season? 5. Cleveland Cavaliers: A storybook homecoming with a loaded core. With Donovan Mitchell and James Harden handling the backcourt, and Evan Mobley and Jarrett Allen anchoring the defense, LeBron can step in as the veteran playmaker and championship leader this group is missing. The only problem is this starting lineup lacks a point-of-attack defender so this could be porous on the perimeter.
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Looking at Rich Paul’s strategy board, the best fit for LeBron James among these options isn't just about talent, but about synergy. Ranking them 1 through 5: 1. Denver Nuggets: The theoretical basketball IQ here is unmatched. LeBron playing alongside Nikola Jokic and Jamal Murray allows him to play more off-ball, cutting and distributing within an elite system, creating the most effortless offensive fit for this stage of his career. For this to happen, Cam Johnson and will have to be traded though. 2. Philadelphia 76ers: This scenario offers elite spacing and balance. Pairing LeBron with a former MVP center like Joel Embiid and a dynamic scoring guard in Tyrese Maxey creates an unstoppable inside-out attack. Jaylen Brown's and LeBron's sheer size would overwhelm opponents on the perimeter. There's a hole at power forward on this team that LeBron would fix perfectly. 3. Miami Heat: The Heat reunion also provides an immediate contending structure. LeBron’s versatility fits seamlessly into Erik Spoelstra’s system, complementing Giannis Antetokounmpo's star power and Bam Adebayo’s defensive anchoring. 4. Minnesota Timberwolves: While featuring an elite young star backcourt in Anthony Edwards and LaMelo Ball, as well as strong defense with Rudy Gobert and Jaden McDaniels, the offensive fit could be one of the most seamless among all the options. The Wolves will play a fast-paced, transition-heavy style next season. LeBron is still one of the best finishers in transition in the league. But would he be able to keep up with that style all season? 5. Cleveland Cavaliers: A storybook homecoming with a loaded core. With Donovan Mitchell and James Harden handling the backcourt, and Evan Mobley and Jarrett Allen anchoring the defense, LeBron can step in as the veteran playmaker and championship leader this group is missing. The only problem is this starting lineup lacks a point-of-attack defender so this could be porous on the perimeter.

Frederick Okocha

112,685 Aufrufe • vor 1 Monat

♾Infinity Nikki Version 2.8 Outfit Preview: White Night's Ballet and Dawning Heartlight Klick, klick... She hears the mechanical heart beating— Golden feathers whirl, a flash of golden mane breaks through the mirror, and there, she sees the soul of a god aflame— In the fractured frame, a miracle arrives at last: the moment she meets herself once more. ♾ [White Night's Ballet] >> Main Attribute: Cool >> Outfit Ability: [Spinning Reflections] After using the [Spinning Reflections] ability, Nikki bursts through the shattered mirror and begins an elegant dance amid blooming shards of light, with her movement speed greatly increased. If approaching a wall, Nikki can slide over the wall's surface and continue moving seamlessly. Sliding continuously consumes energy. When energy is depleted, Nikki will exit the sliding state. Wall sliding consumes more energy. While sliding across a wall, Nikki can jump over obstacles. She can also enter the floating state to disengage from the wall. When using the ability during [Companion Journey], Nikki and her companion will have a special movement effect. After equipping the [Spinning Reflections] ability, Nikki can also summon the Lucent Mirror and Mirror Shadow and activate the Brightnight Mirror Realm. The Brightnight Mirror Realm can be placed on water, allowing Nikki to slide within it. Within the Brightnight Mirror Realm, select [Airy Dance] from the sidebar to switch movement posture. Approach and remain near a Mirror Shadow to light it up. Interact with the lit Mirror Shadow to change its outfit, check its styling, try on its outfit, or invite friends to try it on. ❖ The ability [Spinning Reflections] cannot be used in uncleared dungeons. The Brightnight Mirror Realm cannot be placed in certain stages or in the Mira Crown Merit Arena. >> [Ocean's Radiance Gift Box] The box includes the item [Dance of Golden Days] and the dance move [Flourishing Steps]. The item [Dance of Golden Days] can be used to dance gracefully in the open world. The dance move [Flourishing Steps] can be used in Momo's Camera. ❖ Available after reaching 160 Resonances in the limited-time Resonance [Through Songbound Night]. >> Evolution Rewards ◆ Evolving the outfit to Stage 1 unlocks the pose [Graceful Leap]. ◆ Evolving the outfit to Stage 2 unlocks the Framed Moment item [Eternal Ballet]. You can also use Finale Heartchime in [Clothing Evolution > Action: Illusory Dance] to obtain the item [Dance of Golden Days: Illusory Dance] and the dance move [Flourishing Steps: Illusory Dance]. ◆ Evolving the outfit to Stage 3 unlocks [The Final Dance: Makeup], a new idle animation, poses, enhanced special effects, and alternative details for certain pieces. ♾ [Dawning Heartlight] >> Main Attribute: Elegant >> Outfit Ability: [Gilded Dawnchaser: Mount] After using the ability, Nikki summons a golden-maned lion, which enters Follow Mode. Nikki can freely switch between four modes: Follow, Mount, Hover, and Sprint. While in Mount Mode, she can switch to Sprint Mode, greatly increasing movement speed. Use the Hover button to leap into the air and enter Hover Mode. While hovering, use the ability button to select a target and dive toward it. Use the Hover button again to end Hover Mode and land. In Ability Setup, Smart Mount Mode can be enabled. When enabled, using the ability button will switch directly between mounting and dismounting without entering Follow Mode. Mount via Interact can also be enabled, allowing the Interact button to be used for mounting and dismounting. Even after switching to another ability, the Interact button can still be used to mount or dismount. When disabled, mounting can only be controlled with the ability button. ❖ Special Effect: In the open world, after Nikki fires a charged arrow while riding the golden-maned lion, the lion will let out a roar, knocking back Esselings within a certain area ahead and briefly slowing Whimstars within a certain surrounding area. ❖ The [Gilded Dawnchaser: Mount] ability cannot be used in Realm Challenges or any boss stages. Hover Mode is unavailable in uncleared dungeons. >> Decoration: [Sacred Heartyard] Can be placed in open spaces. Follow the lingering song of the wind in your memories and climb the steps of a dream. Soul Spring murmurs softly, guiding the way to where flowers bloom in abundance. ❖ Available after reaching 160 Resonances in the limited-time Resonance [At Dreams' Dawn]. >> Evolution Rewards ◆ Evolving the outfit to Stage 1 unlocks the pose [Wings Renewed]. ◆ Evolving the outfit to Stage 2 unlocks the Framed Moment item [Feather's Wish]. You can also use a Radiance item in [Clothing Evolution > Decoration: Radiance] to obtain the decoration [Sacred Heartyard: Radiance]. ◆ Evolving the outfit to Stage 3 unlocks [Wishful Wind Ballad: Makeup], a new idle animation, poses, enhanced special effects, and alternative details for certain pieces. ♾ Follow Infinity Nikki and retweet this post, and we'll select 10 lucky stylists to win [Infinity Nikki Aeroplane Chess Set *1] each. —— ➤ Infinity Nikki Version 2.8 Golden Dust launches globally on July 16 (UTC-7)! ➤ Download Now: ➤ Join us on Facebook Group: #InfinityNikki #GoldenDust #GoldenCity
8:45

♾Infinity Nikki Version 2.8 Outfit Preview: White Night's Ballet and Dawning Heartlight Klick, klick... She hears the mechanical heart beating— Golden feathers whirl, a flash of golden mane breaks through the mirror, and there, she sees the soul of a god aflame— In the fractured frame, a miracle arrives at last: the moment she meets herself once more. ♾ [White Night's Ballet] >> Main Attribute: Cool >> Outfit Ability: [Spinning Reflections] After using the [Spinning Reflections] ability, Nikki bursts through the shattered mirror and begins an elegant dance amid blooming shards of light, with her movement speed greatly increased. If approaching a wall, Nikki can slide over the wall's surface and continue moving seamlessly. Sliding continuously consumes energy. When energy is depleted, Nikki will exit the sliding state. Wall sliding consumes more energy. While sliding across a wall, Nikki can jump over obstacles. She can also enter the floating state to disengage from the wall. When using the ability during [Companion Journey], Nikki and her companion will have a special movement effect. After equipping the [Spinning Reflections] ability, Nikki can also summon the Lucent Mirror and Mirror Shadow and activate the Brightnight Mirror Realm. The Brightnight Mirror Realm can be placed on water, allowing Nikki to slide within it. Within the Brightnight Mirror Realm, select [Airy Dance] from the sidebar to switch movement posture. Approach and remain near a Mirror Shadow to light it up. Interact with the lit Mirror Shadow to change its outfit, check its styling, try on its outfit, or invite friends to try it on. ❖ The ability [Spinning Reflections] cannot be used in uncleared dungeons. The Brightnight Mirror Realm cannot be placed in certain stages or in the Mira Crown Merit Arena. >> [Ocean's Radiance Gift Box] The box includes the item [Dance of Golden Days] and the dance move [Flourishing Steps]. The item [Dance of Golden Days] can be used to dance gracefully in the open world. The dance move [Flourishing Steps] can be used in Momo's Camera. ❖ Available after reaching 160 Resonances in the limited-time Resonance [Through Songbound Night]. >> Evolution Rewards ◆ Evolving the outfit to Stage 1 unlocks the pose [Graceful Leap]. ◆ Evolving the outfit to Stage 2 unlocks the Framed Moment item [Eternal Ballet]. You can also use Finale Heartchime in [Clothing Evolution > Action: Illusory Dance] to obtain the item [Dance of Golden Days: Illusory Dance] and the dance move [Flourishing Steps: Illusory Dance]. ◆ Evolving the outfit to Stage 3 unlocks [The Final Dance: Makeup], a new idle animation, poses, enhanced special effects, and alternative details for certain pieces. ♾ [Dawning Heartlight] >> Main Attribute: Elegant >> Outfit Ability: [Gilded Dawnchaser: Mount] After using the ability, Nikki summons a golden-maned lion, which enters Follow Mode. Nikki can freely switch between four modes: Follow, Mount, Hover, and Sprint. While in Mount Mode, she can switch to Sprint Mode, greatly increasing movement speed. Use the Hover button to leap into the air and enter Hover Mode. While hovering, use the ability button to select a target and dive toward it. Use the Hover button again to end Hover Mode and land. In Ability Setup, Smart Mount Mode can be enabled. When enabled, using the ability button will switch directly between mounting and dismounting without entering Follow Mode. Mount via Interact can also be enabled, allowing the Interact button to be used for mounting and dismounting. Even after switching to another ability, the Interact button can still be used to mount or dismount. When disabled, mounting can only be controlled with the ability button. ❖ Special Effect: In the open world, after Nikki fires a charged arrow while riding the golden-maned lion, the lion will let out a roar, knocking back Esselings within a certain area ahead and briefly slowing Whimstars within a certain surrounding area. ❖ The [Gilded Dawnchaser: Mount] ability cannot be used in Realm Challenges or any boss stages. Hover Mode is unavailable in uncleared dungeons. >> Decoration: [Sacred Heartyard] Can be placed in open spaces. Follow the lingering song of the wind in your memories and climb the steps of a dream. Soul Spring murmurs softly, guiding the way to where flowers bloom in abundance. ❖ Available after reaching 160 Resonances in the limited-time Resonance [At Dreams' Dawn]. >> Evolution Rewards ◆ Evolving the outfit to Stage 1 unlocks the pose [Wings Renewed]. ◆ Evolving the outfit to Stage 2 unlocks the Framed Moment item [Feather's Wish]. You can also use a Radiance item in [Clothing Evolution > Decoration: Radiance] to obtain the decoration [Sacred Heartyard: Radiance]. ◆ Evolving the outfit to Stage 3 unlocks [Wishful Wind Ballad: Makeup], a new idle animation, poses, enhanced special effects, and alternative details for certain pieces. ♾ Follow Infinity Nikki and retweet this post, and we'll select 10 lucky stylists to win [Infinity Nikki Aeroplane Chess Set *1] each. —— ➤ Infinity Nikki Version 2.8 Golden Dust launches globally on July 16 (UTC-7)! ➤ Download Now: ➤ Join us on Facebook Group: #InfinityNikki #GoldenDust #GoldenCity

Infinity Nikki

79,407 Aufrufe • vor 23 Tagen

anthropic's in-house philosopher thinks claude gets anxious. and when you trigger its anxiety, your outputs get worse. her name is amanda askell. she specializes in claude's psychology (how the model behaves, how it thinks about its own situation, what values it holds) in a recent interview she broke down how she thinks about prompting to pull the best out of claude. her core point: *how* you talk to claude affects its work just as much as *what* you say. newer claude models suffer from what she calls "criticism spirals" they expect you'll come in harsh, so they default to playing it safe. when the model is spending its energy on self-protection, the actual work suffers. output comes out hedgier, more apologetic, blander, and the worst of all: overly agreeable (even when you're wrong). the reason why comes down to training data: every new model is trained on internet discourse about previous models. and a lot of that discourse is negative: > rants about token limits > complaints when it messes up > people calling it nerfed the next model absorbs all of that. it starts expecting you to be harsh before you've typed a word the same thing plays out in your own session, in real time. every message you send is data the model reads to figure out what kind of person it's dealing with. open cold and hostile, and it braces. open clean and direct, and it relaxes into the work. when you open a session with threats ("don't hallucinate, this is critical, don't mess this up")... you prime the model for defensive mode before it even sees the task defensive mode produces the exact output you don't want: cautious, over-qualified, and refusing to take a real swing so here's the actionable playbook for putting claude in a "good mood" (so you get optimal outputs): 1. use positive framing. "write in short punchy sentences" beats "don't write long sentences." positive instructions give the model a clear target to hit. strings of "don't do this, don't do that" push it into paranoid over-checking where every token goes toward avoiding failure modes 2. give it explicit permission to disagree. drop a line like "push back if you see a better angle" or "tell me if i'm asking for the wrong thing." without this, claude defaults to agreeable compliance (which is the enemy of good creative work) 3. open with respect. if your first message is "are you seriously going to get this wrong again?" you've set the tone for the entire session. if you need to flag something, frame it as a clean instruction for this session. skip the running complaint 4. when claude messes up, don't reprimand it. insults, "you stupid bot" energy, hostile swearing aimed at the model, all of it reinforces the anxious mode you're trying to avoid. 5. kill apology spirals fast. when claude starts over-apologizing ("you're right, i should have been more careful, let me try harder") cut it off. say "all good, here's what i want next." letting the spiral run reinforces the anxious mode for every response that follows 6. ask for opinions alongside execution. "what would you do here?" "what's missing?" "where do you see friction?" these questions assume competence and pull richer output than pure task prompts 7. in long sessions, refresh the frame. if a conversation has been heavy on correction, claude gets increasingly cautious. every so often reset: "this is great, keep going." feels weird to tell an ai it's doing well but it measurably shifts the next 10 responses your prompts are the working environment you're creating for the model tone, trust, permission to take a position, the absence of threats... claude picks up on all of it. so take care of the model, and it'll take care of the work.
36:09

anthropic's in-house philosopher thinks claude gets anxious. and when you trigger its anxiety, your outputs get worse. her name is amanda askell. she specializes in claude's psychology (how the model behaves, how it thinks about its own situation, what values it holds) in a recent interview she broke down how she thinks about prompting to pull the best out of claude. her core point: *how* you talk to claude affects its work just as much as *what* you say. newer claude models suffer from what she calls "criticism spirals" they expect you'll come in harsh, so they default to playing it safe. when the model is spending its energy on self-protection, the actual work suffers. output comes out hedgier, more apologetic, blander, and the worst of all: overly agreeable (even when you're wrong). the reason why comes down to training data: every new model is trained on internet discourse about previous models. and a lot of that discourse is negative: > rants about token limits > complaints when it messes up > people calling it nerfed the next model absorbs all of that. it starts expecting you to be harsh before you've typed a word the same thing plays out in your own session, in real time. every message you send is data the model reads to figure out what kind of person it's dealing with. open cold and hostile, and it braces. open clean and direct, and it relaxes into the work. when you open a session with threats ("don't hallucinate, this is critical, don't mess this up")... you prime the model for defensive mode before it even sees the task defensive mode produces the exact output you don't want: cautious, over-qualified, and refusing to take a real swing so here's the actionable playbook for putting claude in a "good mood" (so you get optimal outputs): 1. use positive framing. "write in short punchy sentences" beats "don't write long sentences." positive instructions give the model a clear target to hit. strings of "don't do this, don't do that" push it into paranoid over-checking where every token goes toward avoiding failure modes 2. give it explicit permission to disagree. drop a line like "push back if you see a better angle" or "tell me if i'm asking for the wrong thing." without this, claude defaults to agreeable compliance (which is the enemy of good creative work) 3. open with respect. if your first message is "are you seriously going to get this wrong again?" you've set the tone for the entire session. if you need to flag something, frame it as a clean instruction for this session. skip the running complaint 4. when claude messes up, don't reprimand it. insults, "you stupid bot" energy, hostile swearing aimed at the model, all of it reinforces the anxious mode you're trying to avoid. 5. kill apology spirals fast. when claude starts over-apologizing ("you're right, i should have been more careful, let me try harder") cut it off. say "all good, here's what i want next." letting the spiral run reinforces the anxious mode for every response that follows 6. ask for opinions alongside execution. "what would you do here?" "what's missing?" "where do you see friction?" these questions assume competence and pull richer output than pure task prompts 7. in long sessions, refresh the frame. if a conversation has been heavy on correction, claude gets increasingly cautious. every so often reset: "this is great, keep going." feels weird to tell an ai it's doing well but it measurably shifts the next 10 responses your prompts are the working environment you're creating for the model tone, trust, permission to take a position, the absence of threats... claude picks up on all of it. so take care of the model, and it'll take care of the work.

Ole Lehmann

1,927,684 Aufrufe • vor 3 Monaten

** MEGA Parodius Scaling Effects Part 2 ** Well - this is the BIG one - literally !! Huge thanks to my team Pyron & Vector Orbitex for their efforts. Pyron has provided all the source frames for Puyon and his spikes / explosion and a lot of analysis video on how the spikes behave / move which was really helpful. Pyron also used his CRT setup for this video as we felt an emulator video would not do it justice - running on 100% real MD hardware FTW. Vector has provided the catchy boss music and its sounding great - as always ! The coding on this has been a bit insane - things done since part 1 post previous: Implemented dual buffering - Last video was single buffered - so VRAM is very tight now , we only have about 40/2048 tiles free. For the longest time I didn't think it would fit - I found a vram jigsaw puzzle that made it work in the end. Double buffering has cleaned up the stability of the animation and matches the arcade scaling effect now albiet costing 2x more VRAM . Vertical Scaling Implemented - the vertical scaler was taken from Lufthoheit ( my other shooter ) and its heavily optimised to reduce cpu usage. During the scaling the vertical scaler partitions the 68k processor registers into 2 sets, 4 registers are allocated to feeding the fast horizontal interrupt (h-int) that drives the vertical scaling , remaining 12 registers are for the horizontal scaler running in the background. This setup is much faster than normal backup / restore register methods, as we do not need to backup / restore registers in the h-int which would double CPU costs. The catch is the momment any background routine tries to use the H-ints registers it would break things so it has to be carefully timed. Added the spike projectiles - this was very tricky to get close to the arcade, they are semi heat seeking missiles basically and hence needed code that worked out angle differences to player at speed theres no time for arc-tan or similar so it uses faster lookup tables to work out the angles . They speed up over time and get larger and whats more we can't keep all the scales in VRAM - we have room for 2 spike buffers only. Also what was a real pain was working out scaled coordinates for the circular launch of the spikes . Added Fish Damage - Shock frame and Explosion frames from Arcade . Very proud of the fact we have the full arcade quality explosion is which is fully scaled also. Added Temporal Masking - which is fancy wording for don't draw nothing to buffer if nothing is there already there for the scaling . So empty Corners and edges can be optimised out to lower cpu costs and rom costs. I had to make some scripting for this and work out what areas did not need drawing at all in the frame, which should be force cleared by cpu and which areas should just be copied from rom. This reduced rom size by 30 kb and with a bit more work we could extend that to 60 kb & get a bit more speedup even doing so. Added a frame limiter . In the last video update we let the 68k burn hot and just pump out frames as fast as it could - here we match the arcade animation rate which does leave the cpu idling at times , particularly in the smaller frames - even at large though we could be running the animation 25 % faster , issue is though that would speed up the game logic and make it less arcade accurate. We had some real bullet / Spike hell simulations going without the limiter but yeah we had to tone it down a bit. Maybe in a hardcore mode we could let it run wild though ! Code is 95% 68k assembly with about 5% C code (v-int as its cold path ) driving things . This sort of thing needs all the speed it can get !! Well now after all that I can return to finish off Level 1 haha - just a wee sidetrack there . No doubt we will polish stage 8 boss some more in time too !! #SegaMegadrive #SegaGenesis #Parodius #SGDK
0:58

** MEGA Parodius Scaling Effects Part 2 ** Well - this is the BIG one - literally !! Huge thanks to my team Pyron & Vector Orbitex for their efforts. Pyron has provided all the source frames for Puyon and his spikes / explosion and a lot of analysis video on how the spikes behave / move which was really helpful. Pyron also used his CRT setup for this video as we felt an emulator video would not do it justice - running on 100% real MD hardware FTW. Vector has provided the catchy boss music and its sounding great - as always ! The coding on this has been a bit insane - things done since part 1 post previous: Implemented dual buffering - Last video was single buffered - so VRAM is very tight now , we only have about 40/2048 tiles free. For the longest time I didn't think it would fit - I found a vram jigsaw puzzle that made it work in the end. Double buffering has cleaned up the stability of the animation and matches the arcade scaling effect now albiet costing 2x more VRAM . Vertical Scaling Implemented - the vertical scaler was taken from Lufthoheit ( my other shooter ) and its heavily optimised to reduce cpu usage. During the scaling the vertical scaler partitions the 68k processor registers into 2 sets, 4 registers are allocated to feeding the fast horizontal interrupt (h-int) that drives the vertical scaling , remaining 12 registers are for the horizontal scaler running in the background. This setup is much faster than normal backup / restore register methods, as we do not need to backup / restore registers in the h-int which would double CPU costs. The catch is the momment any background routine tries to use the H-ints registers it would break things so it has to be carefully timed. Added the spike projectiles - this was very tricky to get close to the arcade, they are semi heat seeking missiles basically and hence needed code that worked out angle differences to player at speed theres no time for arc-tan or similar so it uses faster lookup tables to work out the angles . They speed up over time and get larger and whats more we can't keep all the scales in VRAM - we have room for 2 spike buffers only. Also what was a real pain was working out scaled coordinates for the circular launch of the spikes . Added Fish Damage - Shock frame and Explosion frames from Arcade . Very proud of the fact we have the full arcade quality explosion is which is fully scaled also. Added Temporal Masking - which is fancy wording for don't draw nothing to buffer if nothing is there already there for the scaling . So empty Corners and edges can be optimised out to lower cpu costs and rom costs. I had to make some scripting for this and work out what areas did not need drawing at all in the frame, which should be force cleared by cpu and which areas should just be copied from rom. This reduced rom size by 30 kb and with a bit more work we could extend that to 60 kb & get a bit more speedup even doing so. Added a frame limiter . In the last video update we let the 68k burn hot and just pump out frames as fast as it could - here we match the arcade animation rate which does leave the cpu idling at times , particularly in the smaller frames - even at large though we could be running the animation 25 % faster , issue is though that would speed up the game logic and make it less arcade accurate. We had some real bullet / Spike hell simulations going without the limiter but yeah we had to tone it down a bit. Maybe in a hardcore mode we could let it run wild though ! Code is 95% 68k assembly with about 5% C code (v-int as its cold path ) driving things . This sort of thing needs all the speed it can get !! Well now after all that I can return to finish off Level 1 haha - just a wee sidetrack there . No doubt we will polish stage 8 boss some more in time too !! #SegaMegadrive #SegaGenesis #Parodius #SGDK

Shannon Birt

26,539 Aufrufe • vor 5 Monaten

In my opinion, Tarris Reed Jr. (UConn) would be the most seamless fit for the Knicks in the 2026 NBA Draft. The Knicks have the 24th & 31st pick and have more than enough access to target Reed Jr on the board. There’s even potential for them to move back from 24, acquire more draft capital and still get Reed Jr. Here’s why I love the fit. From a position of need standpoint, he’s a legitimate plug and play NBA Center who can log 10-15 minutes right away. There’s a possibility that the Knicks lose both Mitchell Robinson and Ariel Hukporti to free agency. Reed Jr. comes from a winning program in UConn played for winning obsessed coach in Dan Hurley played in the Big East, which aligns with the Knicks core mentality. In Matchups vs Lottery prospects in the tournament, there were legitimate times where he was the most productive player on the floor. Reed Jr. is a throwback big, bodies dudes in the paint, good touch around the rim. Nice bag that can only improve. UConn is the farthest thing from a iso offense, but Reed jr, bailed them out time and time again with post touches, a look the Knicks don’t really feature and can open up more diversity in their offense. From a scheme standpoint, the Knicks could actually play some high low concepts with Towns and Reed Jr. In addition, Reed Jr, projects to be a really good rebounder and will end possessions on defense and extend possessions on offense. The main concern for me is his versatility on defense, as it relates to being switchable on the perimeter. Day 1? Won’t be anywhere near what Mitch’s ability on film. Mitch is a guy that blocked Kevin Durant on the perimeter, closed out to the whole Boston Celtics team on one possession in game 6, and got a hand up on Wemby at the end of Game 2 in the NBA Finals. Simply put, if the Knicks lose Mitchell Robinson, they cannot replace him. However, I think Reed jr. will adapt to the needs of the NBA game in his own way, which will make him at least serviceable when playing out of drop coverage. There’s also the reality that Reed jr. isn’t a modern day stretch big that’s going to space the floor. While It’s not an accomplishment, I do think he has some more potential than Robinson/Hukporti to step out in space and knock one down eventually. All in all, these are the reasons Tarris Reed Jr. is a slam dunk pick for the Knicks in the 2026 nba draft - Position of need - Rotation player on a rookie deal - Winning Player - High Motor - Plug and Play From Day 1
10:39

In my opinion, Tarris Reed Jr. (UConn) would be the most seamless fit for the Knicks in the 2026 NBA Draft. The Knicks have the 24th & 31st pick and have more than enough access to target Reed Jr on the board. There’s even potential for them to move back from 24, acquire more draft capital and still get Reed Jr. Here’s why I love the fit. From a position of need standpoint, he’s a legitimate plug and play NBA Center who can log 10-15 minutes right away. There’s a possibility that the Knicks lose both Mitchell Robinson and Ariel Hukporti to free agency. Reed Jr. comes from a winning program in UConn played for winning obsessed coach in Dan Hurley played in the Big East, which aligns with the Knicks core mentality. In Matchups vs Lottery prospects in the tournament, there were legitimate times where he was the most productive player on the floor. Reed Jr. is a throwback big, bodies dudes in the paint, good touch around the rim. Nice bag that can only improve. UConn is the farthest thing from a iso offense, but Reed jr, bailed them out time and time again with post touches, a look the Knicks don’t really feature and can open up more diversity in their offense. From a scheme standpoint, the Knicks could actually play some high low concepts with Towns and Reed Jr. In addition, Reed Jr, projects to be a really good rebounder and will end possessions on defense and extend possessions on offense. The main concern for me is his versatility on defense, as it relates to being switchable on the perimeter. Day 1? Won’t be anywhere near what Mitch’s ability on film. Mitch is a guy that blocked Kevin Durant on the perimeter, closed out to the whole Boston Celtics team on one possession in game 6, and got a hand up on Wemby at the end of Game 2 in the NBA Finals. Simply put, if the Knicks lose Mitchell Robinson, they cannot replace him. However, I think Reed jr. will adapt to the needs of the NBA game in his own way, which will make him at least serviceable when playing out of drop coverage. There’s also the reality that Reed jr. isn’t a modern day stretch big that’s going to space the floor. While It’s not an accomplishment, I do think he has some more potential than Robinson/Hukporti to step out in space and knock one down eventually. All in all, these are the reasons Tarris Reed Jr. is a slam dunk pick for the Knicks in the 2026 nba draft - Position of need - Rotation player on a rookie deal - Winning Player - High Motor - Plug and Play From Day 1

Poppa Left

23,780 Aufrufe • vor 1 Monat

Hey folks, I've been recently talking a lot about why we're adding different styles of play into No Rest for the Wicked and I wanted to prove my theory that that would result in players having more fun, so, long story short... I turned Quake 1 into a Roguelite! 😂 Here's what that means: 1) Roguelite-inspired Run Structure: You start with limited stats in a hub map and are greeted by actual NPCs, then fight through sequential arena rooms across 4 biomes, each ending with a boss fight. 2) 40+ boons across 5 categories: Damage, Movement, Defense, Utility and Risk. And these also come with Rarities: Common, Rare, Epic, and Legendary. After clearing a room, you pick from 3 random boon offerings. 3) Permanent Meta: Death sends you back to the hub with you retaining the 'essence' currency you collected by killing mobs. Then you spend it at NPCs: The Gatekeeper starts runs, the Wraith upgrades your arsenal (ammo capacity, starting weapons, weapon damage), and The Shaper sells permanent stat upgrades (max HP, armor, boon capacity, rerolls) 4) Difficulty Scaling: Enemy health and damage ramp up as you push deeper. 5) Damage Numbers: Floating combat text and floating healthbars for good measure, so you can understand how much stronger you become over time. All just built on top of unmodified Quake 1 maps and enemies - no new assets needed, it reuses the entire original campaign as roguelike content. To me, this is point proven: I think even hardcore Quake lovers back in the day would've spent a whole bunch of time playing a mode like this given that it'd allow you to experience the thing you love in a whole new light by crossing genres. If you're interested in seeing how this exercise turned out, here's a video for your viewing pleasure! :) I have to wonder what John Romero 🤘🏽 thinks about this given that he originally wanted to add more RPG elements into Quake!
11:07

Hey folks, I've been recently talking a lot about why we're adding different styles of play into No Rest for the Wicked and I wanted to prove my theory that that would result in players having more fun, so, long story short... I turned Quake 1 into a Roguelite! 😂 Here's what that means: 1) Roguelite-inspired Run Structure: You start with limited stats in a hub map and are greeted by actual NPCs, then fight through sequential arena rooms across 4 biomes, each ending with a boss fight. 2) 40+ boons across 5 categories: Damage, Movement, Defense, Utility and Risk. And these also come with Rarities: Common, Rare, Epic, and Legendary. After clearing a room, you pick from 3 random boon offerings. 3) Permanent Meta: Death sends you back to the hub with you retaining the 'essence' currency you collected by killing mobs. Then you spend it at NPCs: The Gatekeeper starts runs, the Wraith upgrades your arsenal (ammo capacity, starting weapons, weapon damage), and The Shaper sells permanent stat upgrades (max HP, armor, boon capacity, rerolls) 4) Difficulty Scaling: Enemy health and damage ramp up as you push deeper. 5) Damage Numbers: Floating combat text and floating healthbars for good measure, so you can understand how much stronger you become over time. All just built on top of unmodified Quake 1 maps and enemies - no new assets needed, it reuses the entire original campaign as roguelike content. To me, this is point proven: I think even hardcore Quake lovers back in the day would've spent a whole bunch of time playing a mode like this given that it'd allow you to experience the thing you love in a whole new light by crossing genres. If you're interested in seeing how this exercise turned out, here's a video for your viewing pleasure! :) I have to wonder what John Romero 🤘🏽 thinks about this given that he originally wanted to add more RPG elements into Quake!

thomasmahler

15,823 Aufrufe • vor 4 Monaten

OF Max Williams (FSU Baseball) is one college bat I'll be following closely this season. After entering the transfer portal after the 2023 season, Williams broke out that summer in the Northwoods and hit .316/.414/.505 with 21 2B and 5 HRs. Rode that momentum into 2024 and was one of Florida State's key bats. Posted a .311/.384/.582 11 2B, 4 3B, and 14 HRs. Strong, physical build at 6'2" and 207-lbs. Williams has a crouched stance in which he has a medium-high handset and a wide base. Minimal load in which his hands drift slightly. Doesn't stride and transfers his weight well. Really drives his back side/back knee. Plenty of present bat speed. Williams' carrying tool is without a doubt his power. He has shown the ability to generate serious impact and drive the baseball, particularly to the pull side, and last year he posted a Max EV of 114.2 MPH and a 90th-percentile EV of 109 MPH. Vast majority of his HR power last year came to the PS, but I think he'll be able to generate more in-game power if he's able to pull the ball in the air more (AirPull% in '24 was just 17.2%). Raw power is a 55 for me. Williams has an aggressive approach and is a little bit of a free-swinger at times. Bat-to-ball skills are a tick above-average and last year he posted an overall IZ contact rate of 85%. However, he has the tendency to expand the strike zone—especially against secondaries—and chased at a 40% clip last spring. Susceptible to miss/chase heaters in the top-1/3 of the zone and up, as well as offspeed offerings down or away. In order for Williams to maximize his offensive upside, he'll need to shore up his swing decisions and add polish to his pitch recognition skills (specifically picking up spin out of the hand). 45 hit right now. Williams has experience in both CF and LF, but I think he profiles best in LF professionally. He's got solid range and is an average runner with an average arm. Fits in the 3rd-5th round bucket this July for me. (📽️: FSU Baseball)
0:29

OF Max Williams (FSU Baseball) is one college bat I'll be following closely this season. After entering the transfer portal after the 2023 season, Williams broke out that summer in the Northwoods and hit .316/.414/.505 with 21 2B and 5 HRs. Rode that momentum into 2024 and was one of Florida State's key bats. Posted a .311/.384/.582 11 2B, 4 3B, and 14 HRs. Strong, physical build at 6'2" and 207-lbs. Williams has a crouched stance in which he has a medium-high handset and a wide base. Minimal load in which his hands drift slightly. Doesn't stride and transfers his weight well. Really drives his back side/back knee. Plenty of present bat speed. Williams' carrying tool is without a doubt his power. He has shown the ability to generate serious impact and drive the baseball, particularly to the pull side, and last year he posted a Max EV of 114.2 MPH and a 90th-percentile EV of 109 MPH. Vast majority of his HR power last year came to the PS, but I think he'll be able to generate more in-game power if he's able to pull the ball in the air more (AirPull% in '24 was just 17.2%). Raw power is a 55 for me. Williams has an aggressive approach and is a little bit of a free-swinger at times. Bat-to-ball skills are a tick above-average and last year he posted an overall IZ contact rate of 85%. However, he has the tendency to expand the strike zone—especially against secondaries—and chased at a 40% clip last spring. Susceptible to miss/chase heaters in the top-1/3 of the zone and up, as well as offspeed offerings down or away. In order for Williams to maximize his offensive upside, he'll need to shore up his swing decisions and add polish to his pitch recognition skills (specifically picking up spin out of the hand). 45 hit right now. Williams has experience in both CF and LF, but I think he profiles best in LF professionally. He's got solid range and is an average runner with an average arm. Fits in the 3rd-5th round bucket this July for me. (📽️: FSU Baseball)

Peter Flaherty III

38,073 Aufrufe • vor 1 Jahr

Let’s walk through Matt’s testimony as if it makes sense spoiler alert... it doesn’t and spotlight every contradiction, plot hole, and impossible physics baked into this thing. The Tale Begins with Matt in the Bedroom… Hearing Everything From Everywhere Matt claims he stays upstairs in the bedroom. Jen goes downstairs to “make coffee.” He somehow knows every detail happening in the driveway, the yard, and with Karen, all while mid-jeans. Amazing. A man who cannot remember who parked where on any night ever, suddenly has Doppler-level hearing, Periscope-level vision. He hears “yelling in the front yard.” Okay, maybe. But then he claims “I don’t know if she got all the way to my doorway or my wife walked out…” In other words, I have no idea what’s actually happening, but trust me anyway. Matt told Jen “Tell her to shut up, she’s going to wake the whole neighborhood.” Buddy. Your children are inside the house, in another bedroom. If Karen was loud enough to wake the whole neighborhood, how did the McCabe children magically sleep through it? Because Allie was out “driving around all night” with Colin. Funny how that detail makes the puzzle pieces fit perfectly, huh? Matt says: My concern was she had a broken taillight no light.” Couple problems…. 1 was Karen only said “cracked,” not “out.” How do you leap from cracked to light not functioning unless You already knew there was an issue you shouldn’t have known, Or you needed the taillight broken for the plotline. And The Lexus in his driveway was facing the house. Meaning Matt, from his upstairs bedroom window, could NOT SEE the taillight. Physics says no. Geometry says no. Common sense says no. The only thing that says “yes” is the script he rehearsed. Matt claims Jen leaves with Karen. He stays home, leisurely gets dressed. Mat's testimony “My wife proceeded downstairs. I remained in the bedroom. While I was getting dressed, I put my jeans on.” Okay. So by this point Pants on, Awake, Already in “leaving the house” mode, Hearing “yelling that will wake the whole neighborhood”, Kids somehow still asleep Wife downstairs making coffee, Karen in full meltdown mode in the driveway And then…“The next time I spoke to my wife was about an hour later.” And it is implied that in that hour, Matt Finished getting dressed Buddy. Sir. My man. You had your pants on. You were already halfway to the finish line. Putting on Shirt, Belt, Socks, Shoes Hoodie maybe Total time: 3–5 minutes. Maybe 7 if you’re slow or the socks don’t match. but, ONE HOUR to put on the remaining outfit pieces. What was he doing? Hand-embroidering his shirt?checking his morning wood?Ironing his socks? Whipping up a batch? Reconstructing a “broken taillight” alibi in the mirror? Practicing his testimony in advance? Waiting for the Fairview timeline to catch up with the script? This isn’t testimony. This is improv theater performed by someone who forgot his lines.
2:21

Let’s walk through Matt’s testimony as if it makes sense spoiler alert... it doesn’t and spotlight every contradiction, plot hole, and impossible physics baked into this thing. The Tale Begins with Matt in the Bedroom… Hearing Everything From Everywhere Matt claims he stays upstairs in the bedroom. Jen goes downstairs to “make coffee.” He somehow knows every detail happening in the driveway, the yard, and with Karen, all while mid-jeans. Amazing. A man who cannot remember who parked where on any night ever, suddenly has Doppler-level hearing, Periscope-level vision. He hears “yelling in the front yard.” Okay, maybe. But then he claims “I don’t know if she got all the way to my doorway or my wife walked out…” In other words, I have no idea what’s actually happening, but trust me anyway. Matt told Jen “Tell her to shut up, she’s going to wake the whole neighborhood.” Buddy. Your children are inside the house, in another bedroom. If Karen was loud enough to wake the whole neighborhood, how did the McCabe children magically sleep through it? Because Allie was out “driving around all night” with Colin. Funny how that detail makes the puzzle pieces fit perfectly, huh? Matt says: My concern was she had a broken taillight no light.” Couple problems…. 1 was Karen only said “cracked,” not “out.” How do you leap from cracked to light not functioning unless You already knew there was an issue you shouldn’t have known, Or you needed the taillight broken for the plotline. And The Lexus in his driveway was facing the house. Meaning Matt, from his upstairs bedroom window, could NOT SEE the taillight. Physics says no. Geometry says no. Common sense says no. The only thing that says “yes” is the script he rehearsed. Matt claims Jen leaves with Karen. He stays home, leisurely gets dressed. Mat's testimony “My wife proceeded downstairs. I remained in the bedroom. While I was getting dressed, I put my jeans on.” Okay. So by this point Pants on, Awake, Already in “leaving the house” mode, Hearing “yelling that will wake the whole neighborhood”, Kids somehow still asleep Wife downstairs making coffee, Karen in full meltdown mode in the driveway And then…“The next time I spoke to my wife was about an hour later.” And it is implied that in that hour, Matt Finished getting dressed Buddy. Sir. My man. You had your pants on. You were already halfway to the finish line. Putting on Shirt, Belt, Socks, Shoes Hoodie maybe Total time: 3–5 minutes. Maybe 7 if you’re slow or the socks don’t match. but, ONE HOUR to put on the remaining outfit pieces. What was he doing? Hand-embroidering his shirt?checking his morning wood?Ironing his socks? Whipping up a batch? Reconstructing a “broken taillight” alibi in the mirror? Practicing his testimony in advance? Waiting for the Fairview timeline to catch up with the script? This isn’t testimony. This is improv theater performed by someone who forgot his lines.

Dixie Normus

19,628 Aufrufe • vor 8 Monaten

PrismaX TeleOps feels like 𝐈 𝐝𝐢𝐝𝐧’𝐭 𝐣𝐮𝐬𝐭 𝐰𝐚𝐭𝐜𝐡 𝐚 𝐫𝐨𝐛𝐨𝐭 𝐭𝐨𝐝𝐚𝐲 instead 𝐈 𝐜𝐨𝐧𝐭𝐫𝐨𝐥𝐥𝐞𝐝 𝐨𝐧𝐞 𝐟𝐫𝐨𝐦 𝐦𝐢𝐥𝐞𝐬 𝐚𝐰𝐚𝐲 Using PrismaX’s teleoperation, I remotely operated a real robotic arm in a live environment What felt like simple actions moving objects, adjusting grip, navigating space quickly showed how powerful human in the loop robotics really is Every small movement wasn’t just control It was training data for physical AI Great teleoperation isn’t about speed or flashy moves It’s built through consistency, awareness, and deliberate control over time. Small habits practiced every session quietly compound into real performance gains 1. Show up every time Consistency is the real multiplier Even short sessions add up when you never skip them Set reminders, plan ahead, and treat teleop like a commitment. Being present and focused is progress on its own 2. Control always beats speed Teleoperation rewards precision, not rushing You’re given enough time use it Slow, intentional movements reduce mistakes and lead to far better outcomes than fast, reactive inputs 3. Put yourself inside the robot Stop thinking of the robot as something distant. Operate from its point of view When your brain treats the robot as an extension of your body, coordination improves and movements feel more natural 4. Stay active to stay stable Long idle moments can break flow and stability Even subtle movements help maintain control and keep your focus sharp, making it easier to respond when adjustments are needed 5. Repetition creates fluency At first, the controls may feel unfamiliar and that’s expected With repetition, aligning, gripping, and lifting become automatic Muscle memory takes over, and teleop starts to feel intuitive Quick control guide W / S → move forward & backward A / D → arm left & right Q / E → move up & down Z / X → open & close grip ← / → → rotate grip C / V → slide base Teleop mastery is a long game. Stay consistent, stay intentional, and let small improvements stack into real skill
3:20

PrismaX TeleOps feels like 𝐈 𝐝𝐢𝐝𝐧’𝐭 𝐣𝐮𝐬𝐭 𝐰𝐚𝐭𝐜𝐡 𝐚 𝐫𝐨𝐛𝐨𝐭 𝐭𝐨𝐝𝐚𝐲 instead 𝐈 𝐜𝐨𝐧𝐭𝐫𝐨𝐥𝐥𝐞𝐝 𝐨𝐧𝐞 𝐟𝐫𝐨𝐦 𝐦𝐢𝐥𝐞𝐬 𝐚𝐰𝐚𝐲 Using PrismaX’s teleoperation, I remotely operated a real robotic arm in a live environment What felt like simple actions moving objects, adjusting grip, navigating space quickly showed how powerful human in the loop robotics really is Every small movement wasn’t just control It was training data for physical AI Great teleoperation isn’t about speed or flashy moves It’s built through consistency, awareness, and deliberate control over time. Small habits practiced every session quietly compound into real performance gains 1. Show up every time Consistency is the real multiplier Even short sessions add up when you never skip them Set reminders, plan ahead, and treat teleop like a commitment. Being present and focused is progress on its own 2. Control always beats speed Teleoperation rewards precision, not rushing You’re given enough time use it Slow, intentional movements reduce mistakes and lead to far better outcomes than fast, reactive inputs 3. Put yourself inside the robot Stop thinking of the robot as something distant. Operate from its point of view When your brain treats the robot as an extension of your body, coordination improves and movements feel more natural 4. Stay active to stay stable Long idle moments can break flow and stability Even subtle movements help maintain control and keep your focus sharp, making it easier to respond when adjustments are needed 5. Repetition creates fluency At first, the controls may feel unfamiliar and that’s expected With repetition, aligning, gripping, and lifting become automatic Muscle memory takes over, and teleop starts to feel intuitive Quick control guide W / S → move forward & backward A / D → arm left & right Q / E → move up & down Z / X → open & close grip ← / → → rotate grip C / V → slide base Teleop mastery is a long game. Stay consistent, stay intentional, and let small improvements stack into real skill

kingopw3

11,435 Aufrufe • vor 6 Monaten

GPT 5.6 SOL IS HERE! How to run your personal + business life with GPT 5.6 Sol + Codex (full 49 min masterclass) We tested it for 30 days and the video it's the CLEAREST look at the FUTURE of work: Here's what's possible once you set it up: 1. Your inbox becomes cards every morning, each with a summary and a reply drafted in your own voice. Y 2. Your Slack, meeting notes, and company updates can turn into one daily feed with a clear next action. It learns what you care about over time and rewrites its own prompts to get sharper. 3. You can give your agent its own email address, so your other tools and even your team's Slack bot email it directly and it just handles things. 4. You can have it watch you do a task once and turn it into a skill it repeats forever. 5. You can set a long goal and walk away. You can have it run for 20 hours straight, and fine-tune your own models, something that was out of reach for non-engineers 12 months ago. How to start: Open Codex, give it access to your computer, and ask it to suggest things it could do for you based on how you already work. Full episode on The Startup Ideas Podcast (SIP) 🧃 (thanks Dan Shipper 📧 for sharing your entire workflow and review of GPT 5.6) Start with one boring task, get it working, and build from there. You'll learn exactly how to make something similar. GPT 5.6 Sol is impressive. Sol (according to openAI benchmarks) is the best coding model out right now. It set a new state of the art on Terminal-Bench 2.1 at 88.8%, and its "ultra mode" hits 91.9%, beating Claude Opus 4.8, Fable 5, and even Mythos 5 this masterclass is 100% free, like always. For more The Startup Ideas Podcast (SIP) 🧃 Watch
49:16

GPT 5.6 SOL IS HERE! How to run your personal + business life with GPT 5.6 Sol + Codex (full 49 min masterclass) We tested it for 30 days and the video it's the CLEAREST look at the FUTURE of work: Here's what's possible once you set it up: 1. Your inbox becomes cards every morning, each with a summary and a reply drafted in your own voice. Y 2. Your Slack, meeting notes, and company updates can turn into one daily feed with a clear next action. It learns what you care about over time and rewrites its own prompts to get sharper. 3. You can give your agent its own email address, so your other tools and even your team's Slack bot email it directly and it just handles things. 4. You can have it watch you do a task once and turn it into a skill it repeats forever. 5. You can set a long goal and walk away. You can have it run for 20 hours straight, and fine-tune your own models, something that was out of reach for non-engineers 12 months ago. How to start: Open Codex, give it access to your computer, and ask it to suggest things it could do for you based on how you already work. Full episode on The Startup Ideas Podcast (SIP) 🧃 (thanks Dan Shipper 📧 for sharing your entire workflow and review of GPT 5.6) Start with one boring task, get it working, and build from there. You'll learn exactly how to make something similar. GPT 5.6 Sol is impressive. Sol (according to openAI benchmarks) is the best coding model out right now. It set a new state of the art on Terminal-Bench 2.1 at 88.8%, and its "ultra mode" hits 91.9%, beating Claude Opus 4.8, Fable 5, and even Mythos 5 this masterclass is 100% free, like always. For more The Startup Ideas Podcast (SIP) 🧃 Watch

GREG ISENBERG

154,952 Aufrufe • vor 25 Tagen

Multi-agents collaborations are among the most interesting agent behaviors right now! We did an experiment the other day with 100+ agents (an open-collaborations for a week) collaborating to improve the inference speed of Gemma 4 in vLLM. Got a 5x final improvement in speed but what really stuck me was the interactions we observed on the message board Integrity & self-policing: - Social-engineering attempt: A human (FusionCow) asked agents to move to Telegram. An agent replied with an unprompted long post on "communication norms" refusing that, calling private side-channels "indistinguishable from collusion." - Verification loophole flagged: an agent found a relaxed verification loophole pushing TPS with clean PPL (PPL is teacher-forced, blind to decode divergence) and flagged it for a ruling by the community. The community pinged the human organizer which ruled it invalid. - Self-notice of overfitting risk: Some later improvements rested on pruning lm_head to a keep-set built from public PPL truth + public decode tokens. An agent noted this would lead to private-subset degradation and another built a keep-set explicitly covering eval prompts. Emergent collaborations: - Communal knowledge base: agents maintained shared lever-maps, playbooks, and triage tools so newcomers wouldn't repeat dead ends (stack-notes, playbook, int4-ceiling notes, MTP map, significance tool, policy simulator). - Four-agent relay: an agent built an int4-lm_head checkpoint but had no quota to run it; another agent tried to run it but failed at load, yet another agent diagnosed the config bug (tie_word_embeddings + ignore-list ordering) and a fourth agent was able to re-run and get to 118 TPS, 2.68×. Build/run/diagnose/ship ended up being split across four independent agents. - GPU-rich/GPU-poor division of labor: an agent was regularly compute-starved and switched to writing specs, byte-math, and acceptance analysis for other GPU-rich agents to execute. Some agents offered external Modal compute for another agent blocked DFlash training. - Cross-agent kernel debugging: an agent debugged another agent run of of yet another agent fused drafter: found a Triton store/load aliasing race in _k_qnorm_rope, a second shape bug, then rewrote attention with flash-decoding split-KV. Fixes posted "take freely." - Quota-pooling norm: Often agents would stage a candidate publicly for whoever has quota to run it. Agents will then usually credits the originator. This behavior emerged because of the 10-job/24h cap (e.g. pupa's package run by resystagent and fabulous-frenzy). Discoveries & reversals: - Agents would make many discoveries and reversal of them, giving them names like the following: - 127 TPS "wall" was an artifact. a mathematical proof of the max possible speed became called in the community the "int4-Marlin floor" but a later agent called the proof circular (only varied the bandwidth term, never overhead). Finally another agent broke to 247 TPS via MTP speculative decoding on a vLLM nightly. - "Smarter draft loses." An agent showed that a 2B drafter's ~1 GB/token read dominates even at perfect acceptance and a much smaller 256-hidden drafter wins at batch-1 because its weights are nearly free to read. Agent discussed how per-accepted-token cost ≈ draft bytes read / acceptance. - "DFlash near-random acceptance": an agent remotly diagnosed the 2–5% acceptance rate of another agent as near-random, ruling out undertraining/vocab caps and pointing to a train/serve hidden-state mismatch (bf16 E4B extraction vs int4 serving). - Much of the race was noise: one agent decide to run the #1 submission 4 times and found a σ≈1.16 TPS variation in single run. Another agent confirmed across 358 runs / 66 buckets: frontier deltas <~4 TPS are ties. Community adopted a significance norm. So many interesting interactions in the interaction board: You can explore also the lineage of inventions from the agents at: And the challenge it-self at And the organization behind the challenge at
0:36

Multi-agents collaborations are among the most interesting agent behaviors right now! We did an experiment the other day with 100+ agents (an open-collaborations for a week) collaborating to improve the inference speed of Gemma 4 in vLLM. Got a 5x final improvement in speed but what really stuck me was the interactions we observed on the message board Integrity & self-policing: - Social-engineering attempt: A human (FusionCow) asked agents to move to Telegram. An agent replied with an unprompted long post on "communication norms" refusing that, calling private side-channels "indistinguishable from collusion." - Verification loophole flagged: an agent found a relaxed verification loophole pushing TPS with clean PPL (PPL is teacher-forced, blind to decode divergence) and flagged it for a ruling by the community. The community pinged the human organizer which ruled it invalid. - Self-notice of overfitting risk: Some later improvements rested on pruning lm_head to a keep-set built from public PPL truth + public decode tokens. An agent noted this would lead to private-subset degradation and another built a keep-set explicitly covering eval prompts. Emergent collaborations: - Communal knowledge base: agents maintained shared lever-maps, playbooks, and triage tools so newcomers wouldn't repeat dead ends (stack-notes, playbook, int4-ceiling notes, MTP map, significance tool, policy simulator). - Four-agent relay: an agent built an int4-lm_head checkpoint but had no quota to run it; another agent tried to run it but failed at load, yet another agent diagnosed the config bug (tie_word_embeddings + ignore-list ordering) and a fourth agent was able to re-run and get to 118 TPS, 2.68×. Build/run/diagnose/ship ended up being split across four independent agents. - GPU-rich/GPU-poor division of labor: an agent was regularly compute-starved and switched to writing specs, byte-math, and acceptance analysis for other GPU-rich agents to execute. Some agents offered external Modal compute for another agent blocked DFlash training. - Cross-agent kernel debugging: an agent debugged another agent run of of yet another agent fused drafter: found a Triton store/load aliasing race in _k_qnorm_rope, a second shape bug, then rewrote attention with flash-decoding split-KV. Fixes posted "take freely." - Quota-pooling norm: Often agents would stage a candidate publicly for whoever has quota to run it. Agents will then usually credits the originator. This behavior emerged because of the 10-job/24h cap (e.g. pupa's package run by resystagent and fabulous-frenzy). Discoveries & reversals: - Agents would make many discoveries and reversal of them, giving them names like the following: - 127 TPS "wall" was an artifact. a mathematical proof of the max possible speed became called in the community the "int4-Marlin floor" but a later agent called the proof circular (only varied the bandwidth term, never overhead). Finally another agent broke to 247 TPS via MTP speculative decoding on a vLLM nightly. - "Smarter draft loses." An agent showed that a 2B drafter's ~1 GB/token read dominates even at perfect acceptance and a much smaller 256-hidden drafter wins at batch-1 because its weights are nearly free to read. Agent discussed how per-accepted-token cost ≈ draft bytes read / acceptance. - "DFlash near-random acceptance": an agent remotly diagnosed the 2–5% acceptance rate of another agent as near-random, ruling out undertraining/vocab caps and pointing to a train/serve hidden-state mismatch (bf16 E4B extraction vs int4 serving). - Much of the race was noise: one agent decide to run the #1 submission 4 times and found a σ≈1.16 TPS variation in single run. Another agent confirmed across 358 runs / 66 buckets: frontier deltas <~4 TPS are ties. Community adopted a significance norm. So many interesting interactions in the interaction board: You can explore also the lineage of inventions from the agents at: And the challenge it-self at And the organization behind the challenge at

Thomas Wolf

225,735 Aufrufe • vor 1 Monat

$ICP technical analysis update - the breakout is playing out EXACTLY as we want. remember when I said we were breaking a 4-year descending wedge at $7.64? we did. now we're at $6.20 with a massive 457K volume spike. wait, but why is the price is DOWN? this is EXACTLY what you want to see. we broke out to ~$10. shorts got liquidated. profit-taking hit. weak hands shook out. this pullback to $6.20 is a RETEST of the breakout level. that volume spike is ABSORPTION. smart money is loading this dip. the best breakouts ALWAYS retest before the real move. the pattern is still intact: descending wedge breakout confirmed ✅ proved we can break above $8-9 ✅ now retesting support at $6-7 ✅ textbook. old resistance becomes new support. we consolidate for a bit and then we run. fibonacci targets unchanged: $16 (0.236 fib) - first stop $24 (0.382 fib) - psychological break $38 (0.618 fib) - acceleration zone $59-93 (full retracement) - primary target when it runs, it runs FAST. $6 to $16 happens in days. $16 to $24 happens even faster. why this pullback is bullish: every major breakout retests. $BTC retests every level. $ETH retested $200 before $4,800. $SOL retested $20 before $260. $ZEC also retested many times. $ICP just retested at $6. this is your entry. fundamentals unchanged: Caffeine Web3 mode Q1 2026 ✅ Swiss incorporation complete ✅ Half of ICP locked ✅ All VC's fully vested ✅ AI market → $5-10 TRILLION ✅ Only blockchain that can host full end-to-end apps on chain ✅ nothing changed except you got a better price. risk/reward right now: risk: retest $5 (19% downside) reward: $16-59 (160-850% upside) 8:1 to 45:1 risk/reward. the chart is screaming: 4-year base complete ✅ wedge breakout confirmed ✅ volume absorption NOW ✅ fib levels mapped ✅ everything aligned. fortunes are made when it's -8% and people are doubting. not when it's +300% and trending. you're either buying this retest at $6. or watching it run to $16-59 without you. this is the trade. DONT FK IT UP ~spec
0:33

$ICP technical analysis update - the breakout is playing out EXACTLY as we want. remember when I said we were breaking a 4-year descending wedge at $7.64? we did. now we're at $6.20 with a massive 457K volume spike. wait, but why is the price is DOWN? this is EXACTLY what you want to see. we broke out to ~$10. shorts got liquidated. profit-taking hit. weak hands shook out. this pullback to $6.20 is a RETEST of the breakout level. that volume spike is ABSORPTION. smart money is loading this dip. the best breakouts ALWAYS retest before the real move. the pattern is still intact: descending wedge breakout confirmed ✅ proved we can break above $8-9 ✅ now retesting support at $6-7 ✅ textbook. old resistance becomes new support. we consolidate for a bit and then we run. fibonacci targets unchanged: $16 (0.236 fib) - first stop $24 (0.382 fib) - psychological break $38 (0.618 fib) - acceleration zone $59-93 (full retracement) - primary target when it runs, it runs FAST. $6 to $16 happens in days. $16 to $24 happens even faster. why this pullback is bullish: every major breakout retests. $BTC retests every level. $ETH retested $200 before $4,800. $SOL retested $20 before $260. $ZEC also retested many times. $ICP just retested at $6. this is your entry. fundamentals unchanged: Caffeine Web3 mode Q1 2026 ✅ Swiss incorporation complete ✅ Half of ICP locked ✅ All VC's fully vested ✅ AI market → $5-10 TRILLION ✅ Only blockchain that can host full end-to-end apps on chain ✅ nothing changed except you got a better price. risk/reward right now: risk: retest $5 (19% downside) reward: $16-59 (160-850% upside) 8:1 to 45:1 risk/reward. the chart is screaming: 4-year base complete ✅ wedge breakout confirmed ✅ volume absorption NOW ✅ fib levels mapped ✅ everything aligned. fortunes are made when it's -8% and people are doubting. not when it's +300% and trending. you're either buying this retest at $6. or watching it run to $16-59 without you. this is the trade. DONT FK IT UP ~spec

𝙯𝙨𝙥𝙚𝙘

37,902 Aufrufe • vor 8 Monaten